Mirrortalk 2.0 is coming March 18th, it is the next evolution of Mirrortalk and we’re calling it M2. It brings together instructional support, feedback, reflection, and boosting participation into a simpler, more coherent experience across web, mobile, and the M2 device.

This release helps teachers make every tier of instruction great and participation visible, giving stronger support in the moments that matter most, both during and after class.

Real-time support

M2 will deliver immediate, actionable tips, on-demand. Throughout the class, teachers can click for immediately actionable tips based on best practices to support Tier 1 and Tier 2 instruction. Based on the context of the class, M2 can generate a guided high-impact learning activity for teachers to walk students through or opt in to have M2 guide the class through an audio experience.

Teachers can also have input on the types of tips or interactions they need at the moment to support all student needs. Now, teachers can request a check for understanding, a discussion question, or classroom management suggestion as tips with the tap of a button.

A dashboard that turns class into next steps

After every class, teachers need clarity–not just more data. 

The new M2 dashboard is organized around My Takeaways: a concise summary of what went well and what to improve next time. Feedback is broken down by chunks of the lesson (warm-up, instruction, group work, wrap-up), so teachers can connect insights to real moments they remember. Each activity is also given a participation score, teachers can use this as feedback for how Tier 1 and Tier 2 instruction is landing with students.

Teachers can:

• View feedback alongside the class transcript, in context
• See which instructional moves mattered most and where engagement was visible
• Receive auto-suggested Reflections, all tied directly to what just happened

Each visit to the Dashboard now becomes a momentum builder for the growth of the teacher and the entire class.

A simpler way to start and organize teaching

M2 simplifies how teachers move from planning to teaching.

Teachers now start activities from within Groups, such as “Period 3 Algebra”. All activities that are created within a group can be managed and revisited within the group.

Activities that aren’t tied to a specific group live in a single General group, which means there’s no more cluttered personal activities to manage.

Even though your teaching activities will now live in Groups, they are not visible to any students within the group. Students only ever see the work you assign to them, like Guides and Reflections.

Teaching with M2, now from your phone

Sometimes the easiest device to use is the one already in your pocket. M2 app helps support teachers, making tiered instruction easier with just a mobile device. 

With M2 app, teachers can now run M2 teacher activities from phones and tablets:

• Start an activity
• Receive immediate tips to improve tiered instruction and suggested Guides 
• All through a simple, mobile-friendly chat experience

During class, teachers can request a check for understanding, discussion questions or classroom management tips with a single tap. After class, they can continue the conversation with M2—reflecting, clarifying feedback, and revisiting important moments, all through a text-based chat. 

This mobile experience is intentionally simplified for use during instruction, with no audio output. This keeps the attention on student instruction and participation, not screens.

Reflection to bring clarity 

Reflection works best when it’s immediate and conversational.

After class, teachers reflect by talking with M2 via text—on web or mobile—while the lesson is still fresh. They can dig into specific moments, revisit feedback, and analyze strengths and weaknesses of participation.

It’s a reflection that brings clarity and helps teachers come prepared for deeper conversations about their instruction, either on their own or with a coach. 

What’s been removed?

To keep M2 focused, several features have been retired:

• Whiteboard
• Personal groups and personal verbal reflections for teachers
• Time-based tips
• Verbal Ask M2 inside chat

These changes reinforce a single goal: helping teachers create the conditions for meaningful engagement, every day.

Why M2 matters

M2 isn’t about adding more features. It’s about aligning everything around what actually improves instruction: tiered supports, actionable feedback, and visible engagement. 

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M2’s purpose has always been simple: to support great teachers in the work they do every day. Since then, we’ve seen the same pattern in classrooms across the country: teachers are resourceful, dedicated, and creative. What they’re often missing is time. With so much to do, understanding which instructional moves are aligned with the research is something that can quickly fall by the wayside.

Administrators see it too. They know strong instruction depends on consistent structure and rigor. But most teachers don’t have a coach in the room to encourage the use of the most effective strategies. Many are teaching new subjects or grade levels with less training than they’d like. This is where the M2’s latest feature can help.

Introducing Whole Group Guides

Whole Group Guides let teachers launch structured, interactive learning activities for the entire class without any student devices or setup time required.

With a few taps, and a chance to share the day’s objective, M2 gets to work. Whole Group Guides include clear verbal directions that lead students through a learning experience aligned with both the lesson of the day and sound pedagogy. As M2 shares directions out loud, the teacher stays in full control, advancing the activity with just a quick tap. 

Here’s how a Whole Group Guide might look in an elementary Math class: 

The teacher walks up to M2 and taps to request a Guide. She says, “I want my students to practice adding fractions with unlike denominators.” That’s the only prep required. 

Seconds later, M2’s voice grabs student attention by introducing the activity. Today, we’ll practice adding fractions by finding the least common denominator. You’ll need a pencil and paper. Let’s get started! 

From there, M2 guides students through a few questions and problems aligned with the objective. Today, M2 notices that students can benefit from interleaving, or mixing several problem types together to build flexible thinking. 

After each step, students turn to a partner to discuss their thinking. The teacher is free to walk the room, checking in with students, coaching, answering questions, or pulling students aside who need some extra help.

When the Guide ends, the teacher smoothly transitions back to the front and decides to review one problem that sparked extra discussion.

What makes Whole Group Guides different?

• No participant setup. Every student is included without extra steps.
• Teacher-controlled pace. M2 provides the directions, but teachers shape the timing.
• Designed for real classrooms. Activities include individual work, turn-and-talks, and whole-class moments to keep everyone engaged.
• More access to the teacher. With M2 managing the flow, teachers can spend more time giving feedback instead of handling logistics.

For administrators seeking stronger instructional consistency across classrooms, Whole Group Guides model well-structured learning in real time. Teachers participate in the experience alongside their students, gaining a feel for the strategy as it unfolds.

Three forms of Whole Group Guides: Practice, projects, and something new

Practice Guides

Students work individually through repetitions of a skill, often pausing to check thinking with a partner or discuss as a class. Useful for reinforcing learning without relying on worksheets.

Project Guides

Collaborative activities where the entire class moves into small groups at once — helpful for hands-on work, labs, shared problem-solving, or building something together. And then there’s the newest option:

Instructional Strategies: research-backed teaching, available in the moment

We heard the same theme from teachers and administrators again and again: they value strategies like Retrieval Practice or Elaboration, but during a lesson, it can be hard to launch them with clear steps and language. Instructional Strategies help with that challenge. When teachers select Instructional Strategy, M2 looks at the lesson objective and materials, then generates a Whole Group Guide built around a proven learning approach. These strategies draw from the work of researchers like Robert Marzano, John Hattie, and decades of cognitive science:

• Retrieval Practice to strengthen memory
  
• Elaboration to deepen understanding
  
• Dual Coding to connect visuals and ideas
  
• Concrete → Abstract to build conceptual thinking
  
• Interleaving to support flexible problem solving

M2 provides the structure and directions. The teacher brings the expertise, judgment, and support that only a person can provide. For administrators, this means teachers at all levels of experience can model strong instructional practices throughout a lesson. For teachers, it feels like having a prepared partner who can help launch a strategy right when the moment calls for it.

A sustainable way to make every lesson great

Whole Group Guides give teachers more freedom to focus on students. By removing setup, simplifying structure, and offering research-backed steps in real time, M2 helps teachers stay present with their students: circulating, giving feedback, listening in on conversations, pulling small groups, and offering the kinds of support no device can replace. It’s a vision of the classroom where great teaching becomes achievable across the school day because the scaffolding is already built into the experience.

Talk with us: Let’s discuss how M2 can support your goals and explore options to demo, pilot, or purchase.

See it in action: Join one of our upcoming 15-minute webinars to experience M2 firsthand and hear stories from educators already co-teaching with it.

Share your story: We want your voice in the conversation. What makes differentiation sustainable in your school? How are you moving beyond screen dependence? Share your insights with us at community@swivl.com.

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An experiment becomes an intentional practice

Meagan Macdonald is an instructional coach at Barrington School District 220’s middle school. With a staff of 90 teachers, managing effective coaching cycles while offering meaningful reflection time seemed impossible to balance.

For Meagan, their reflection goals were centered around student outcomes. She experimented with the tool after the school’s initial success using MirrorTalk’s voice-guided reflections for students. After completing several “test” reflections, she immediately realized that MirrorTalk could bolster adult learning outcomes as it had done for students.

This breakthrough came when she reflected on a challenging coaching cycle she experienced earlier in the week. “The feedback MirrorTalk gave me was awesome! It was so intuitive and uncovered a lot of assumptions I was making about the situation,” she recalls. “The advice it gave me targeted a specific strategy I could try, helping me quickly turn things around with this teacher.”

Realizing the immense impact it could have on her teachers’ reflective practice, she invited all the teachers she works with to use MirrorTalk. Soon, coaches all over Barrington adopted it for their coaching cycles, too.

MirrorTalk made the impossible, possible

The transition from student tool to coaching asset was natural. One of the biggest challenges in Meagan’s role before had been scheduling meaningful reflection time for teachers within the constraints of everyone’s busy school day. Effective coaching cycles require precise timing for post-observation feedback, which often proved impossible to coordinate.

MirrorTalk helped Meagan and other coaches in her district navigate these complexities by enabling teachers to capture their thoughts immediately after classes when coaches can’t typically be present. Teachers reflect while teaching is fresh and they’re still in their element and MirrorTalk gives them practical advice they can apply in their lessons immediately. 

For Meagan, this was a huge turning point: “Every time a teacher gets MirrorTalk feedback with different strategies, instantly they say to themselves ‘hmm, I could try that.

It’s made them so much more receptive to new ideas and strategies when we meet for 1:1 conversations.

Meagan MacDonald | Barrington Middle School, Barrington School District 220

MirrorTalk drastically improved coaching conversations

As Meagan observed, teachers had already started gathering data for themselves with MirrorTalk, which formed the foundation for deeper, more focused coaching conversations when they met with their coaches. Instead of starting from scratch during each meeting, coaches and teachers build on captured data from reflections, leading to more strategic and focused improvement plans.

As Meagan explains, “MirrorTalk instructs teachers to build reflective habits and learn from their own experiences.  It helps us move everyone along in the right direction, and make better decisions, faster. When you only have 44 minutes with each teacher, MirrorTalk helps us immediately dive into executing a strategy, rather than ruminating on it.”

MirrorTalk elevated teacher collaboration

As capacity improved, Meagan and her coaches expanded MirrorTalk usage to their PLCs. As each group of teachers completes reflections with MirrorTalk, MirrorTalk automatically generates Group Lessons which provide the coaches general insights on how the group perceives the sessions and considerations for coaches when planning next steps.

These Group Lessons not only impacted 1:1 time with teachers but increased buy-in for their coaching program throughout the district.

Now every time we meet for PLCs, teachers are genuinely excited about the improvements they’re making and come to the table with curiosity about what others are trying. The feedback we get when teachers reflect on their PLCs helps us make this time together more engaging and useful for everyone. It’s a huge win for everyone!

Meagan MacDonald | Barrington Middle School, Barrington School District 220

The changes don’t stop here

By making reflection more accessible and insights more rapid and actionable, MirrorTalk has helped create a healthier professional environment throughout Barrington that bridges crucial gaps in teacher development and coaching capacity. 

Best of all, their investment in a student support tool has paid off in unexpected ways: it created a culture where teachers constantly improve, which ultimately benefits the same students who inspired them to adopt the tool in the first place.

The next frontier in coaching has arrived

Meet M2 – every teachers’ intelligent co-teacher and every coach’s new best friend. MirrorTalk powers it and it helps you take your coaching to catastrophic heights. Learn more.

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In supporting your educators with high-quality professional development tools and strategies, you’ve already experienced how to analyze teaching practice through video with Swivl Robot. But research shows there’s more to professional growth than just capturing classroom moments. A comprehensive review of 35 studies found that the most effective professional development programs consistently include several critical elements: structured reflection time based on content-specific strategies and expert feedback on authentic teaching practices. That’s exactly where M2 + MirrorTalk takes your professional development program to the next level.

Professional development will never be one size fits all with M2

In today’s educational environment, finding time for reflection can seem impossible. Packed schedules, endless testing, and increasing student and administrative demands, squeeze out the very practice research shows is essential for professional growth and job satisfaction. Teachers who engage in regular, guided reflection show significant improvements not only in their instructional effectiveness but also in student outcomes. Perhaps most importantly, the intentionality of regular reflection can alleviate stress and the feelings of burnout that cause many teachers to depart the classroom prematurely. 

1. Support teachers daily, while minimizing classroom disruptions 

Research confirms that effective professional development leverages feedback on authentic instances of teacher practice, including video recordings and teacher reflections. M2’s high-quality video and audio capture takes everything you love about Robot and enhances it with:

• Built-in observations that document real classroom interactions and evidence of student learning
• Daily, supportive feedback on teacher instruction, which takes account of student actions and behaviors
• Dashboard collecting insights on daily instruction and whole class summaries, establishing patterns and trends for further analysis

M2’s embedded MirrorTalk software amplifies daily observation by:

• Creating clear documentation of standards alignment, glows, and grows
• Generating custom reflection prompts for teachers aligned with your professional goals
• Providing immediate feedback to teachers after reflecting on classroom experiences

Video and voice reflections with M2+MirrorTalk help new teachers engage in deeper introspection compared to other forms of reflection we’ve tried. They’re more willing to open up and examine their practice when recording their thoughts out loud.

Ashley Peterson, Beginning Teacher Support Facilitator | Cumberland County Schools, NC

2. Track content-specific interventions holistically and universally 

A comprehensive study on effective science professional development found that teachers who participated in content-specific, classroom-based professional development saw significantly higher student learning gains compared to those who received general training alone. M2 + MirrorTalk brings this research-backed approach to life by creating a comprehensive system for tracking both student content mastery and analysis of content-specific interventions in every subject area.

• Capture student content knowledge:
  • Document students’ prior knowledge through pre-learning reflections
  • Assess students with interactive assignment tools on M2 (whiteboard, polls, assessment questions)
  • Collect insights on understanding across your subject area’s key concepts
• Enhance content-based instruction:
  • Use real-time student reflection data to identify knowledge gaps in individuals and across groups
  • Adapt teaching strategies based on student responses
  • Monitor the effectiveness of content-specific interventions
• Collect evidence of growth to share at PLCs:
  • Measure progress in subject-specific competencies
  • Gather data on student mindset and engagement with content
  • Create instant portfolios demonstrating mastery of key concepts

Throughout the application of a content-specific intervention strategy, teachers utilize MirrorTalk alongside their students in three stages:

• Before the intervention: Teachers reflect on their teaching practices and student understanding
• During the intervention: Teachers examine the efficacy of their teaching adaptations
• After the intervention: Teachers evaluate the overall impact on student achievement

Incorporation of both teacher and student reflection data gives PD facilitators a more universal view of content-specific intervention efficacy.

3. Build teaching excellence while building community

Research demonstrates that effective professional development programs create rich learning environments by leveraging positive and constructive feedback in multiple contexts – from coaching sessions to group workshops. M2 + MirrorTalk makes this possible by:

• Facilitating structured reflection in various professional settings
• Supporting both individual and collaborative learning opportunities with M2
• Providing data-driven insights to PD facilitators to guide professional learning sessions

M2 has been an invaluable resource for our PD program: it’s a comprehensive coaching platform, facilitating anonymous PLC feedback, structured support cycles, and data-driven professional development planning.

Read more from Amarius Reed, Elementary Math Coordinator | Atlanta Public Schools, GA

Check the mirror – does your PD program need a makeover?

To recap the value of the assets at your fingertips, M2 is:

• Every teacher’s AI teaching companion 
• A professional recording system when you need video for observation
• A small group leader infused with interactive tools (whiteboard, polls, assessments) to support content mastery and student engagement

And MirrorTalk offers:

• Customized reflection experiences that align with professional development goals
• Real-time analysis of content-specific interventions
• Comprehensive dashboard tracking of individual and group progress
• Seamless integration with PLCs and coaching workflows

Together, and empowered by the support of our expertise of our Customer Success team, this reflection system provides the ultimate weapon against arbitrary, too late-to-count professional development in your program. We’ve helped thousands of educators like you transition from video observations with Robot alone to M2, unlocking new levels of professional growth supported by research-proven practices. Let us show you how to:

• Upgrade your recording workflow
• Integrate reflection practices that align with your standards
• Scale successful strategies across your teaching community

Contact our Customer Success Team today to schedule your M2 + MirrorTalk optimization session. Together, we’ll build on your Robot experience to create transformative professional growth opportunities proven to drive results.

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As a coach, you know that professional growth can’t be confined to a few observation cycles per year. Research shows that traditional professional development often fails to create lasting change, with only about 30% of teachers implementing new practices consistently after training. But how do you create a culture where reflection and improvement happen naturally and continuously? The answer lies in tools you already have: M2 + MirrorTalk.

Why reflection matters more than ever

In today’s educational environment, finding time for reflection can seem impossible. Packed schedules, endless testing, and increasing student and administrative demands, squeeze out the very practice research shows is essential for professional growth and job satisfaction. Teachers who engage in regular, guided reflection show significant improvements not only in their instructional effectiveness but also in student outcomes. Perhaps most importantly, the intentionality of regular reflection can alleviate stress and the feelings of burnout that cause many teachers to depart the classroom prematurely. 

Three proven ways to support growth

1. Assess starting points

Effective coaching begins with clear baseline data. Capture authentic classroom moments and teachers’ thinking about their experiences to get a precise picture of their current state. 

M2’s high-quality video and audio capture makes it seamless to:

• Document real classroom interactions and evidence of student learning
• Create a baseline evidence of teaching practices
• Set the stage for meaningful coaching conversations

MirrorTalk’s reflection experience also sets the baseline for continuous growth with its:

• Daily recommendations that help teachers facilitate daily instructional changes
• Customized objectives that ensure teachers identify their priorities upfront
• Immediate, constructive feedback that motivates teachers to keep up the momentum

M2+MirrorTalk promotes intentional reflection among educators through brief daily moments that build over time. These reflections help prevent burnout by reconnecting teachers with their purpose in the best profession in the world: teaching.

Samantha Fecich, Ph.D, Professor | Grove City College, PA

2. Systematically track progress

Studies demonstrate that systematic progress monitoring leads to twice the implementation rate of new teaching practices. With M2 by “systematic” we mean as often as daily, not quarterly or bi-annually. It takes minimal effort and setup to make this a sustainable reality. 

M2 delivers in-the-moment support to teachers daily by:

• Actively observing the class and generating feedback to support instruction
• Tailoring the feedback to teachers’ specific lessons and objectives
• Aligning recommendations to the teachers’ goals for that day

Every week, MirrorTalk – embedded on M2 and available on any device – further reinforces the support cycle by: 

• Teachers engage in talk-based reflection experiences customized to agreed-upon objectives
• You can access clear, actionable takeaways through an easy-to-use dashboard
• MirrorTalk identifies patterns for you, in seconds

With M2+MirrorTalk coaches gain invaluable insights into mindset, tone, and cognitive bias. It allows you to skip the recall and jump straight into meaningful, targeted discussions with every teacher that drive real growth.

M2+MirrorTalk functions as a supportive coach, offering balanced feedback that highlights strengths while suggesting improvements without judgment. Its personalized, actionable recommendations align with our PLC goals for teacher development.

Patricia Venegas-Weber, Researcher | University of Washington – College of Education, WA

3. Cement feedback in your success strategy

One of the most critical ways to create lasting success in any coaching program is to structure reflection in a way where teachers receive frequent, personalized feedback. Unfortunately, this is not something every coach can provide to every teacher, every day and is a leading cause for their coaching initiatives fizzle out. The right kind of feedback keeps spirits up and encourages teachers to adapt their strategies often which in-turn creates opportunities for you to scale what is working and create a culture in your coaching group where growth is ongoing. Here’s how it’s done:

• Scheduling video observations with M2 on a quarterly/semestrial basis ensures formal feedback is structured and aligned with your objectives
• Every time teachers use M2 while they teach, they receive personalized and instantaneous feedback on their instruction
• Regular feedback from teachers’ MirrorTalk weekly reflections highlights Lessons and patterns that help them adjust their strategies accordingly

M2+MirrorTalk has completely changed how teachers engage with feedback. The moment they receive a meta-analysis with different strategies, they’re instantly thinking, ‘I can try that!’ The ‘Team Learning Summary’—our coaching strategy—has been a game-changer. Every time teachers see it, they get excited to implement new ideas. It’s not just improving their practice; it’s making them more receptive and fully bought into our coaching cycles.

Meagan Stass-Macdonald, Instructional Coach | Barrington School District 220, IL

Recap: how to cultivate change with M2 and MirrorTalk

M2 hardware

• Is your teacher’s out-of-the-box-ready AI companion
• Delivers feedback on the spot for every class period
• Produces high-quality video capture for classroom observations
• Perfect for quarterly/semester documentation

MirrorTalk AI-powered reflections

• Generates relevant customized prompts for teachers to talk through their thinking and self-identify their painpoints
• Provides teachers with immediate, constructive feedback that motivates them to reflect more often
• Provides clearest data visualization, identifies patterns, and deep insights on teachers and their classes

Ready to maximize the growth and sustain it?

You already have these powerful tools at your disposal, as well as our Customer Success Team. We have worked with thousands of coaching programs for the past 13 years. We can show you how to build the foundations your program needs to deliver powerful cycles of growth that have teachers begging to be coached by you. Trust us to help you:

1. Create the best implementation plan for success
2. Execute transformative, long-lasting coaching cycles with MirrorTalk
3. Scale and adapt for years to come!

Contact us today to schedule a consultation. Together, we can build a sustainable culture of growth that transforms teaching and learning in your school.

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MirrorTalk builds stronger teachers before they enter the classroom

Teacher preparation programs face a critical challenge: nearly 50% of teachers leave the profession within their first three years. While many factors contribute to this exodus, research reveals a powerful insight – the development of strong metacognitive and reflective skills during teacher preparation can dramatically improve retention rates. 

Let’s explore why making the most of your MirrorTalk investment, an AI-powered reflection tool designed to help your students think better, learn deeper, and take smarter action could be one of the most important decisions that impact your students’ future careers.

Why do newer teachers struggle to stay?

The first years of teaching can feel like trying to build a plane while flying it. New teachers must simultaneously master their school’s culture and procedures, manage their classroom effectively, and build meaningful relationships with students, parents, and colleagues. But here’s the troubling reality: many find themselves navigating this complex landscape alone.

Research shows that new teachers consistently cite one critical factor in their decision to leave the profession: a lack of support from administrators, colleagues, and community stakeholders. Without experienced mentors to turn to, these educators often feel overwhelmed by the daily challenges of the classroom, leading to burnout and eventual departure from teaching altogether.

The solution, however, may lie not just in external support, but in developing a crucial internal skill before they set foot in a classroom: self-reflection. Think about that for a moment. The difference between staying and leaving the profession often isn’t about the challenges themselves—it’s about how we process and respond to those challenges. Teachers who learn to effectively analyze their practice, solve problems critically, and make confident instructional decisions are better equipped to weather the challenges of those early years. This ability to look within and learn from experience isn’t just helpful—it’s essential for long-term success and satisfaction in education.

Dr. Deborah S. Yost, in her pivotal research, found that teachers who consistently engage in meaningful reflection:

• Develop stronger problem-solving abilities for classroom challenges
• Build greater confidence in their teaching decisions
• Show increased resilience when facing obstacles
• Are more likely to stay in the profession long-term

Why do traditional reflection methods fall short?

Despite knowing how crucial reflection is for teacher development, many teacher preparation programs struggle to implement it effectively. The typical approach often reduces reflection to a series of written assignments or post-observation forms—turning what should be a transformative practice into just another box to check.

“Sometimes our students don’t meaningfully reflect because they don’t see the point and don’t expect to receive great feedback, often treating our assignments as checkboxes to pass the course,” notes Dr. Kristen Taylor from the University of Missouri – St. Louis. This mindset undermines the very purpose of reflection as a tool for growth.

Current reflection practices often face three critical challenges:

• Time constraints make it difficult for professors to provide timely, personalized feedback on written reflections
• Generic prompts and forms fail to guide student teachers toward deeper analytical thinking
• Limited opportunities for meaningful dialogue with you or their placement school mentors leave student teachers feeling isolated in their reflective practice

The result? Many new teachers enter the profession without having developed the robust reflection skills they’ll need to navigate classroom challenges successfully. They have “completed their reflections” without truly learning to reflect.

But what if we could transform reflection from a passive requirement into an active, engaging practice in developing metacognition that student teachers actually look forward to? What if we could provide immediate, personalized guidance that helps them develop stronger analytical and problem-solving skills?

MirrorTalk takes them from passive reflection to active metacognition

MirrorTalk transforms reflection from a solitary, written exercise into an engaging, dialogue-based experience that develops real metacognitive skills. By leveraging the natural power of conversation and AI-guided prompts, we create a space where student teachers can think deeply about their practice without feeling overwhelmed or isolated.

Here’s what makes the MirrorTalk approach different:

Natural conversation flow

Instead of staring at a blank page or generic form, student teachers engage in natural dialogue with an AI companion that guides them toward deeper insights about every single aspect of their teaching from planning to prep to showtime in their field experience courses. It’s like giving them a trusted mentor available 24/7 who asks just the right questions to spark meaningful reflection.

MirrorTalk makes my students more intentional with their reflections. The quality of their responses has significantly improved – they’re not just making changes because they were told to, but because they’ve developed genuine insights through reflection.

Dr. Kristen Taylor, Clinical Educator | University of Missouri, St. Louis, MO

Immediate, personalized feedback

Rather than waiting days or weeks for your feedback on their written reflections or video observations, MirrorTalk provides instant guidance that helps student teachers refine their thinking and develop stronger analytical skills. Each reflection becomes an opportunity for growth rather than just another assignment to complete.

MirrorTalk is exciting for student teachers because it offers a moment for genuine reflection, more detailed than a conversation or quick exit slip.

Natalie Bolton, Associate Professor | University of Missouri, St. Louis, MO

Actionable insights dashboard

Program leaders and mentors gain unprecedented visibility into their student teachers’ metacognitive development through MirrorTalk’s easy-to-use dashboard. Track patterns in understanding, zones of proximal development, and cognitive biases while identifying areas for support, and measure the growth of reflection skills—all in real-time. MirrorTalk produces insights on individuals and whole groups, helping you effectively and rapidly tailor your course content based on the real experiences of your students. 

With MirrorTalk we’re able to identify gaps and opportunities in teacher candidates’ outcomes that were difficult to aggregate in the past. As their professor, it’s helping me support them more holistically and improve my own practice as their mentor.

Amy Long, Assistant Professor | Lockhaven University, PA

Dr. Taylor has seen the impact firsthand with her master’s program teachers: “MirrorTalk allows us to get into our students’ heads in a way that is more comfortable for them and helps prepare them for the kind of professional development experiences they will receive in K12 schools. If they continue to practice reflection with MirrorTalk in their careers going forward, it will be a game changer for them.”

Reconnect with us to maximize your investment in reflection with MirrorTalk

If you’ve invested in reflection with MirrorTalk but haven’t made it a consistent part of your program, your Customer Success Team is here to support you. We’ve worked with hundreds of Schools of Education in similar landscapes with similar challenges and understand that implementing new tools with a constantly shifting student body with packed schedules and competing priorities is a tough nut to crack. But the potential impact on your student teachers’ development and long-term success makes it a nut worth cracking. And we’ve cracked it. 

If you’re ready to make reflection a more consistent part of your practice, we will:

• Provide custom implementation strategies for incorporating MirrorTalk into your existing workflows
• Share best practices from other educator preparation programs that have successfully made reflection a habit for student teachers
• Guide you through our latest features designed to support cohort-wide insights and elevate your program’s success

Contact our Customer Success Team to schedule today. Together, we can build the reflection practice to support your students’ long-term success in the classroom.

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Beyond traditional assessment: building stronger learners through guided reflection with MirrorTalk

As educators, we’ve all experienced that moment of insight when a student truly grasps a concept – their eyes light up, their explanation flows naturally, and their understanding runs deep. But how often do we catch these moments? And more importantly, how can we create more of them?

Let’s dive deeper into how MirrorTalk reimagines how we can build stronger learners through guided metacognitive development.

Why do traditional assessments fall short?

Traditional assessments give us part of the picture but often leave us waiting weeks or months for meaningful data. Exit tickets provide quick feedback but may not capture the full depth of student understanding. And while formative assessments offer valuable insights, the time required to prepare, administer, and analyze them can be overwhelming.

Consider a typical scenario: You’ve just taught a key concept and want to gauge student understanding. You could:

• Wait for the next quiz or test (too late for immediate intervention)
• Create and distribute exit tickets (time-consuming)
• Review written responses (which often lack depth)
• Conduct one-on-one check-ins (impossible to scale)

Since we started using MirrorTalk, we’re seeing our students use more advanced academic vocabulary and go deeper in their explanation about what they’re learning which is improving their comprehension.

Texas-based Instructional Coach

Developing metacognitive skills through guided reflections

MirrorTalk’s guided reflection process serves as a scaffold for developing crucial metacognitive skills that many students struggle to develop on their own. By providing structured prompts, the platform helps students break down their thinking processes, examine their learning strategies, and identify connections between different concepts. This systematic approach to reflection becomes increasingly natural with practice, helping students develop the self-awareness and analytical skills that are fundamental to academic success.

Regular engagement with guided reflection creates a powerful cycle of learning improvement. As students become more comfortable examining their own thinking processes, they develop stronger study habits, better self-assessment skills, and increased confidence in their ability to tackle challenging material. These metacognitive skills extend beyond any single subject area, empowering students to become more effective learners across all their academic pursuits.

Instead of spending hours reviewing student videos and providing feedback, MirrorTalks AI analyzes their responses and helps me quickly identify what needs reteaching. It’s made my workflow so much more sustainable.

Angela Foley, Teacher | Alabama

Personalized feedback loops for continuous improvement

After each reflection, students receive immediate, constructive feedback that celebrates their insights while providing specific, actionable guidance for their next reflection. This instant response helps maintain student engagement and motivation, while the focused suggestions ensure that each student has a clear path for improvement.

These automated feedback loops complement and enhance the teacher’s role in the classroom. While teachers can’t provide immediate individual feedback to every student after every learning experience, MirrorTalk ensures that students receive consistent guidance and encouragement. The platform’s feedback helps students stay engaged with the reflection process, builds their confidence, and provides stepping stones for deeper metacognitive development, all while giving teachers more time to focus on higher-level instructional strategies and individual student support.

I am able to invite all 104 of my students to reflect regularly and bring feedback to them instantly.

Annette Lang, Technology Teacher and Instructional Coach | Bio-Med Science Academy OH

Implementing MirrorTalk in your classroom today

MirrorTalk can transform your teaching practice starting today. Here are three powerful ways to integrate guided reflection into your classroom:

1. Pre-learning assessment
   • Capture students’ prior knowledge through completing a MirrorTalk reflection
   • Customize your instruction based on the individual and whole class insights
   • Students become aware of their own knowledge gaps through MirrorTalk’s real-time feedback
2. Real-time understanding
   • After introducing key concepts, have students complete a reflection based on the learning outcome
   • Get immediate feedback on student comprehension, helping you identify students who are struggling and why
     1. Identify misconceptions before they become obstacles
     2. Adjust teaching strategies on the fly
3. Mastery verification
   • Supplement traditional assessments with MirrorTalk’s conversation-based reflections
   • Let students demonstrate their understanding through natural dialogue, guided by prompts that encourage them to explain concepts in their own words, make connections, and apply their learning to new situations
   • MirrorTalk’s dashboard helps you identify patterns in student thinking and areas that need reinforcement

Unlock MirrorTalk’s full potential in your classroom

You’ve seen how MirrorTalk can revolutionize your assessment strategy and build stronger learners. Now, let’s turn that potential into reality in your classroom.

Our Customer Success Team specializes in helping educators like you implement MirrorTalk effectively from day one. We understand that every classroom is unique, which is why we offer personalized support to ensure you get the most out of the platform.

Working with your dedicated Customer Success Manager, you’ll:

• Create an implementation plan that fits seamlessly into your teaching routine
• Learn proven strategies for maximizing student engagement with guided reflection
• Master the MirrorTalk dashboard to gain actionable insights from student responses
• Learn how to leverage MirrorTalk’s hardware M2, for engaged and focused group learning

Ready to begin?

The post MirrorTalk for student learning: how reflection creates stronger learners appeared first on Swivl.

In a recent Educause video, Rob Shomaker shared compelling insights from CUPA-HR’s 2023 Higher Education Employee Retention Survey, highlighting the complex challenges facing higher education institutions today. The findings paint a clear picture: higher education is at a crossroads, facing unprecedented workforce challenges that demand innovative solutions.

The current state of higher education staffing

The pandemic has fundamentally altered the higher education landscape. With the loss of approximately 900,000 workforce-eligible individuals to COVID-19, early retirements, and ongoing childcare and elder care challenges, institutions are grappling with more openings than qualified candidates to fill them. While compensation remains a primary concern, the survey reveals that job satisfaction and overall wellbeing are the strongest predictors of employee retention.

Perhaps most alarming is the technology sector trend: 78% of IT professionals in higher education are considering moves to for-profit organizations outside academia. This brain drain threatens institutions’ ability to innovate and serve students effectively.

The connection to student success

These staffing challenges directly impact student outcomes. When institutions struggle with employee retention and satisfaction, it creates a ripple effect that touches every aspect of the student experience. Understaffed departments, overworked employees, and high turnover rates can significantly affect student engagement, retention, and overall success.

Leveraging technology for better insights

This is where MirrorTalk by Swivl enters the picture. As institutions work to address these challenges, having access to deep, actionable insights about student experiences becomes crucial. MirrorTalk offers a powerful solution for gathering and analyzing student feedback in ways that traditional surveys and assessment tools cannot match.

How MirrorTalk makes a difference:

1. Rich, qualitative data collection: MirrorTalk enables institutions to capture authentic student voices and experiences through structured, guided conversations, providing deeper insights than traditional surveys or feedback forms.
2. Real-time analysis: Instead of waiting months for survey results, institutions can gather and analyze student feedback continuously, allowing for more responsive and timely interventions.
3. Comprehensive understanding: By facilitating meaningful dialogues about student experiences, MirrorTalk helps institutions identify early warning signs of disengagement or dissatisfaction, enabling proactive support measures.
4. Evidence-based decision making: The platform’s analytical capabilities help leaders make data-driven decisions about resource allocation, program development, and support services.

Taking action with MirrorTalk insights

When institutions understand student challenges more deeply, they can:

• Improve overall student satisfaction and retention
• Design more effective student support programs
• Allocate resources more efficiently
• Create more engaging learning environments
• Develop targeted interventions for at-risk students

Moving forward

As higher education continues to navigate these challenging times, the ability to gather and act on meaningful student feedback becomes increasingly crucial. As Rob Shomaker emphasized in his discussion of employee retention, understanding and addressing underlying needs is key to creating positive change. The path forward requires innovative approaches to both data collection and analysis—tools that can help institutions create more responsive, supportive environments that benefit the entire academic community.

MirrorTalk provides the sophisticated yet accessible technology needed to gather these deep insights, helping institutions build more resilient and successful academic communities for the future.

Ready to transform your institution’s approach to student success?

To learn more about how MirrorTalk can support your institution in gathering meaningful student insights and driving positive outcomes, schedule a meeting with Cynthia Glover, our Educational Partnerships Manager. She’ll show you how MirrorTalk can help your leaders better understand and address student challenges while supporting your strategic goals.

The post Addressing higher education’s retention crisis: how data-driven insights can make a difference appeared first on Swivl.

We’re excited to announce the latest MirrorTalk update, specifically for M2 hardware. This release features improvements that expand the ways you can engage, reflect, and learn across M2, as well as web and mobile. 

Here’s what’s new:

Upgrade engagement with the Whiteboard

Add Multiple Pages to the Whiteboard

Whether you’re solving problems, correcting sentences, or sketching out designs, having more space to do your work helps. Now, you can create multiple Whiteboard pages on your device for multi-step teaching and learning. 

The new Whiteboard experience supports dynamic small group instruction by helping teachers work through multi-step problems or present multiple examples. Students can use multiple pages to sketch out scenes in a skit, iterate on a design, or draw up ideas for a storyboard.

Bonus: Whiteboard Back in Personal Workspace

The Whiteboard is back in the Personal Workspace, offering you a simple and flexible place to sketch out notes during a PD session, map ideas for an upcoming lesson, or organize thoughts before reflecting out loud.

Resume personal activity on any platform

Now, you can pause an activity on M2 and resume later on the MirrorTalk web or mobile app. This means teachers can record a segment of their instruction, then reflect on MirrorTalk later.  With this improved workflow, teachers always get the most out of observational recordings by reflecting on the experience.

Try these updates today

Log in to your M2 to explore these new features and see how they can enhance your reflective practice. Your feedback continues to inspire us, and we’re excited to bring you tools that help you level up your thinking through reflection.

The post Product update: January 6, 2025 appeared first on Swivl.

We’re excited to share the latest updates to MirrorTalk, designed to make reflection more purposeful and personal than ever. Our newest features focus on bringing greater clarity, privacy, and flexibility to your reflective practices—whether you’re an educator, a student, or a professional looking to grow.

Uncover the why behind your work

Inspired by Simon Sinek’s famous “Start with Why”, The One Why Focus is a quick, actionable way to better understand your thinking about your work.

By asking yourself one fundamental question—”Why am I doing this?”—you can uncover the motivations and assumptions behind your efforts, making sure they align with your goals. Whether you’re reflecting on last period’s lesson or the next steps in your professional learning, taking a moment to consider the “why” can help you:

• Clarify your motivations
• Spot priorities that might be misaligned
• Gain insights into the assumptions behind your work

With MirrorTalk, reflection takes just seconds, but the clarity it brings can have a lasting impact on the direction of your learning and thinking.

Privacy controls for adult teams

Professional growth thrives on trust and privacy. To support this, users in Adult Team Groups can now choose when to share their reflections with the Group Owner. This privacy option is perfect for settings like coaching and professional development, allowing educators to:

• Reflect deeply with the comfort of privacy
• Share insights they deem most valuable for collaboration

Share insights in a few clicks

You can now generate a shareable link for your reflections or evidence cards, which is perfect for collaborating with colleagues or presenting evidence of growth to coaches, administrators, or supervisors–no login or account creation required. 

Other updates in this release

• Higher Ed Professor User Type: Create Higher Ed groups and ensure your Higher Ed students’ reflection prompts and feedback are tailored to their level and learning context.
  
• Multi-Channel Video Playback: Support for multi-channel video playback for more dynamic reflection and coaching opportunities.
  

Try the latest features today

Log in to your MirrorTalk dashboard to explore these new features and see how they can transform your reflective practice. 

The post Product update: December 6, 2024 appeared first on Swivl.