The AI-PLC Agent™
The AI-PLC Agent™
Turn Student Evidence Into Instruction That Actually Moves Learning
PLC time is broken.
Not because educators don’t care—but because the work has become too heavy, too slow, and too disconnected from instruction.
The AI-PLC Agent™ analyzes real student evidence and delivers clear, actionable instructional moves—so teams spend less time analyzing and more time teaching.
This is not another AI tool.
This is an instructional intelligence system built for how schools actually work.
PLC time is broken.
Not because educators don’t care—but because the work has become too heavy, too slow, and too disconnected from instruction.
The AI-PLC Agent™ analyzes real student evidence and delivers clear, actionable instructional moves—so teams spend less time analyzing and more time teaching.
This is not another AI tool.
This is an instructional intelligence system built for how schools actually work.
👉 Request a Demo
Complete this form to connect with a Core Collaborative learning expert and set up a demo of the AI-PLC Agent for your school/system.
Complete this form to connect with a Core Collaborative learning expert and discuss how Impact Teams can support your school/system.
The Reality Educators Are Living Today
- PLCs take hours and end with “We’ll try this and see.”
- Data analysis happens—but instruction rarely changes.
- Student work, assessments, self-reflection, and language data live in silos.
- Differentiation, UDL, and MLL supports feel like add-ons, not core practice.
- New teachers and leaders are overwhelmed before they ever reach mastery.
- Leaders want data-driven decisions but receive compliance reports instead of insight.
Everyone is working hard.
Very few systems are helping them work smart.
The Reality Educators Are Living Today
- PLCs take hours and end with “We’ll try this and see.”
- Data analysis happens—but instruction rarely changes.
- Student work, assessments, self-reflection, and language data live in silos.
- Differentiation, UDL, and MLL support feel like add-ons, not core practice.
- New teachers and leaders are overwhelmed before they ever reach mastery.
- Leaders want data-driven decisions, but receive compliance reports instead of insight.
Everyone is working hard, but very few systems are helping them work smart.
What the AI-PLC Agent™ Does
What the AI-PLC Agent™ Does
What the AI-PLC Agent™ Does
Analyze What Matters Most
The AI-PLC Agent simultaneously analyzes:
- Student work and formative tasks
- Standards-aligned success criteria
- Student self-assessment and voice
- Language and learning variability
It surfaces strengths, misconceptions, and priority needs—in minutes, not weeks.
Make Learning Visible Across the PLC
The AI-PLC Agent turns complex data into clear, shared
understanding, including:
- Mastery levels by standard
- Strengths worth leveraging
- Gaps requiring immediate attention
- Patterns across classrooms—not just individuals
No guesswork. No surface-level conclusions.
Analyze What Matters Most
The AI-PLC Agent simultaneously analyzes:
- Student work and formative tasks
- Standards-aligned success criteria
- Student self-assessment and voice
- Language and learning variability
It surfaces strengths, misconceptions, and priority needs—in minutes, not weeks.
Make Learning Visible Across the PLC
The AI-PLC Agent turns complex data into clear, shared understanding, including:
- Mastery levels by standard
- Strengths worth leveraging
- Gaps requiring immediate attention
- Patterns across classrooms—not just individuals
No guesswork. No surface-level conclusions.
Turn Evidence Into Instruction
The AI-PLC Agent doesn’t stop at analysis. It delivers ready-to-use instructional responses, including:
- Whole-group teaching moves
- Small-group and WIN-time plans
- Surface → Deep → Transfer learning tasks
- Embedded UDL and MLL scaffolds
Instruction is no longer disconnected from evidence.
Strengthen PLCs—Doesn’t Replace Them
Every output includes:
- PLC discussion questions
- Prompts to challenge and refine AI conclusions
- Opportunities for professional judgment and collective decision-making
This is AI as a thinking partner, not an answer engine.
Turn Evidence Into Instruction
The AI-PLC Agent doesn’t stop at analysis.
It delivers ready-to-use instructional responses, including:
- Whole-group teaching moves
- Small-group and WIN-time plans
- Surface → Deep → Transfer learning tasks
- Embedded UDL and MLL scaffolds
Instruction is no longer disconnected from evidence.
Strengthen PLCs—Don’t Replace Them
Every output includes:
- PLC discussion questions
- Prompts to challenge and refine AI conclusions
- Opportunities for professional judgment and collective decision-making
This is AI as a thinking partner, not an answer engine.
Built for Real Schools
Designed for:
Classroom teachers
Instructional coaches
PLC teams
Principals and ILTs
District and county leaders
Works within:
Existing curriculum and pacing
MTSS and continuous improvement frameworks
State-specific standards
Limited PLC time
Built for Real Schools
Designed for:
- Classroom teachers
- Instructional coaches
- PLC teams
- Principals and ILTs
- District and county leaders
Works within:
- Existing curriculum and pacing
- MTSS and continuous improvement frameworks
- State-specific standards
- Limited PLC time
No new initiative.
No extra meetings.
No performative data rituals.
No new initiative.
No extra meetings.
No performative data rituals.
Traditional PLCs vs. The AI-PLC Agent™
Traditional PLCs
- PLC discussion questions
- Prompts to challenge and refine AI conclusions
- Opportunities for professional judgment and collective decision-making
The AI-PLC Agent™
- Multiple evidence sources at once
- Clear strengths and gaps
- Precise instructional moves
- Shared clarity across teams
Instructional intelligence at the speed schools need now.
Why This Matters Right Now
Schools are facing:
- Historic teacher and leader turnover
- Increased learner variability
- Rising expectations with shrinking time
- Pressure to show impact—not just effort
AI is no longer optional.
But most AI tools stop at analysis.
The AI-PLC Agent™ closes the gap between evidence and teaching—where real impact happens.
When educators gain clarity and confidence, students feel it first.
This Is a Shift—Not a Tool
A shift from:
Compliance → Clarity
Overanalysis → Action
Guesswork → Precision
Burnout → Collective Efficacy
Traditional PLCs vs. The AI-PLC Agent™
Traditional PLCs
- PLC discussion questions
- Prompts to challenge and refine AI conclusions
- Opportunities for professional judgment and collective decision-making
The AI-PLC Agent™
- Multiple evidence sources at once
- Clear strengths and gaps
- Precise instructional moves
- Shared clarity across teams
This is instructional intelligence at the speed schools need now.
Why This Matters Right Now
Schools are facing:
- Historic teacher and leader turnover
- Increased learner variability
- Rising expectations with shrinking time
- Pressure to show impact—not just effort
AI is no longer optional.
But most AI tools stop at analysis.
The AI-PLC Agent™ closes the gap between evidence and teaching—where real impact happens.
When educators gain clarity and confidence, students feel it first.
This Is a Shift—Not a Tool
A shift from:
Compliance → Clarity
Overanalysis → Action
Guesswork → Precision
Burnout → Collective Efficacy
Ready to See What Your Evidence Has Been Trying to Tell You?
If your teams are doing the work—but not seeing the results—the problem isn’t your people.
It’s the system.
👉 Request a Demo
👉 See the AI-PLC Agent™ in Action
Ready to See What Your Evidence Has Been Trying to Tell You?
If your teams are doing the work—but not seeing the results—the problem isn’t your people.
It’s the system.
👉 See the AI-PLC Agent™ in Action
👉 Request a Demo
Learn More
Learn More
Join our online community
Join our online community