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Agentic OS

AI agents that know your work

Unify SIS, LMS, rostering, and assessment data into a secure student memory layer—powering tutoring, lesson planning, assessment, and family communication agents. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network. No need to choose build vs. buy — you get both.

Higher EducationCorporateSmall BusinessK-12GovernmentLegalFinancial ServicesHealthcare
1.6M+Platform Users
400+Organizations
Syracuse UniversitySUNYGoogleNVIDIAMicrosoftOpenAIKaplan

“ibl.ai does amazing work and are great people.”

Paul LeBlanc, former President and CEO, Southern New Hampshire University
Don’t take our word for it?See what our partners say →
Want to read the source?View the code on GitHub →
On the ibl.ai cloudStart at $0, usage-based from thereFree tier with renewable monthly credits, no credit card. Move to your own infrastructure anytime, nothing to rebuild.Hosted deploymentSee pricing
On your infrastructureRun it in your own environmentYour cloud, on-premise or air-gapped, under your control. Backend and infrastructure under a perpetual license.Full code license

Prefer to build together? Our AI Transformation team builds agents and apps with yours, on your systems.

Available on
ibl.ai: the agent operating system you run yourself
Your Code. Your Data.Full ownership, zero vendor lock-in
Any LLM, Your ChoiceAir-gapped or any cloud provider’s
85% Lower CostSignificantly cheaper at scale
Engineers IncludedOur team builds it with yours

MCP Architecture Guide for K-12

How to connect your district systems (SIS, LMS, behavior tracking, parent communication) to AI agents — with FERPA and COPPA compliance.

Read the Guide
Models & Runtimes — any model, any agent runtime
Google GeminiMicrosoft CopilotAmazon BedrockOpenAI GPTAnthropic ClaudeOpenClawNemoClaw
Services
AI TransformationAir-Gapped AIStudio Production

How ibl.ai compares

ibl.ai
Model choice
Any LLM — Claude, GPT, Gemini, Llama or open-source. Switch anytime.
Locked to Anthropic Claude models
Autonomous agents
Production-ready agents out of the box — plus the tools to build your own.
Chat assistant — you build & host your own agents
Privacy & ownership
100% self-hosted — private LLMs included. You own all the code, data & models.
Runs on Anthropic's cloud — your data leaves your walls
Cost at scale
Up to 85% lower — intelligent routing across providers, no per-seat lock-in.
Per-seat & per-token SaaS pricing
Delivery & services
Our engineers work with you to connect your data sources and build your agents.
Self-serve docs & standard support tiers
Want the full breakdown?Self-hosted & private LLM →See build vs. buy →Book a 30-min demo →

OS (Operating System) — Unify district data into a secure student memory layer

An Ownable AI Operating System for K-12 Education.

OS by ibl.ai connects SIS, LMS, rostering, and assessment systems over an MCP-based interoperability layer to assemble a secure, per-student memory.

That memory gives your AI agents the right context—so every student gets a personalized tutor, every teacher an intelligent assistant, and every district administrator a data-driven aide.

Deployed in your infrastructure with your keys and your controls—including full code access.

For K-12 Students: Personalized, Age-Appropriate Tutors

Unified Student MemoryGrade history, course enrollments, IEP/504 plans, assessment scores, and learning goals—federated from your SIS/LMS and made available (with policy guardrails) to the student's tutor.
Personalized LearningAdaptive practice, reading-level-adjusted explanations, and citable answers grounded in approved curriculum and state standards.
Safety by DesignAge-appropriate content filters, parental consent controls, and selective disclosure for every interaction.
ResultBetter engagement, improved proficiency, stronger equity outcomes.

For Teachers: A Reliable Digital Teaching Assistant

Classroom Context, Not GuessworkPulls rosters, standards alignments, assessment data, and prior performance to draft lesson support, differentiated activities, and interventions.
Workflow AutomationsParent communication drafts, progress report summaries, and formative assessment hints—always citing approved curricular sources.
Instructional ControlSchool- and district-level policies, versioned prompts, and oversight dashboards.
ResultMore time for instruction and relationships, less time on paperwork.

For District IT: Own the Stack, Protect Student Data

Runs in Your EnvironmentDeploy on-prem or in your cloud (AWS, Azure, GCP). Your VPC, your KMS, your IAM—no external data dependencies.
Full Code Access (No One Else Offers This)You receive source access to connectors, policy engine, and agent interfaces—no vendor lock-in.
Governance & ComplianceCOPPA/CIPA/FERPA support, state student privacy laws, RBAC, audit logs, retention, and data residency options.
Observability & Cost ControlUsage telemetry, model costs, performance traces, and content-safety tools for safe deployment.
ResultMaximum student privacy, predictable cost, and responsible AI adoption—under your control.

What OS Connects (Examples)

SISPowerSchool, Infinite Campus, Skyward, Aeries
LMSGoogle Classroom, Canvas, Schoology, Brightspace
RosteringClever, ClassLink, OneRoster
AssessmentsNWEA MAP, Renaissance Star, iReady, state testing platforms
Identity & StorageGoogle Workspace for Education, Microsoft 365 Education, Clever SSO

What's Inside OS (Architecture Highlights)

MCP Integration LayerNormalizes access to SIS/LMS/rostering/assessment systems via secure adapters
Student Memory LayerPer-student knowledge graph + vector index with policy-aware, age-appropriate retrieval
Policy & Guardrails EngineField-level permissions, PII redaction, parental consent, content-safety filters
Agent InterfacesTutor (student), Teaching Assistant (teacher), Admin Assistant (district staff)
Model Hub (LLM-Agnostic)OpenAI, Gemini, Anthropic, Llama, local/NPU options—hot-swappable
Event Bus & AutomationsTriggers for attendance alerts, grade milestones, intervention referrals
Audit & TelemetryEnd-to-end logs, prompt/response archives, cost and latency meters
Admin ConsoleConnectors, schemas, dataset scopes, memory visibility, and policy editing

Why OS Outperforms Typical Integration Hubs

Student Memory LayerOS: Policy-aware, per-student context | Typical: No unified memory
Runs in Your InfraOS: Your VPC, keys, IAM | Typical: Vendor cloud only
Full Code AccessOS: Source delivered, extensible | Typical: Black box / SDK limits
LLM-AgnosticOS: Swap models freely (incl. local) | Typical: Single-model dependency
K-12 GovernanceOS: COPPA/CIPA/FERPA-ready, parental consent | Typical: Generic role gates
Agent-ReadyOS: Standard tutor/TA/admin interfaces | Typical: DIY agent plumbing

Benefits That Drive Impact

StudentsPersonalized, age-appropriate help across subjects and grade levels.
TeachersA dependable teaching assistant informed by real student data and curriculum standards.
District Leaders & ITA private, ownable AI foundation—no lock-in, full auditability, student-safe by design.

ibl.ai

The ibl.ai platform supplies secure memory and connectors, AI tutoring experiences, and adaptive practice with analytics.

It designs standards-aligned curricula and issues portable, verifiable proof of learning — an ownable AI operating system for K-12 education.

Experience OS Today

Architecture ReviewMap your SIS/LMS/rostering and security requirements
Private PilotDeploy in your cloud with your datasets and policies
Schedule a DemoSee how OS unifies district data, protects student privacy, and powers agents—with code you own.

  • Free

    Get started

    $0per
    month

    No credit card required

    Get Started Free

    This includes:

    • Monthly credits to try agents, renewed each month
    • Build agents on any model, trained on your own documents
    • Chat on web, desktop and mobile
    • Documentation and community support

    For one person trying things out

  • Most popular

    Pro

    For everyday work

    $15per
    month

    Billed monthly

    Subscribe to Pro

    Everything in Free, plus:

    • More credits every month, with auto-recharge when you want it
    • Voice, workflows and your tools through MCP
    • Analytics, embedding and the API
    • Email support

    For professionals and small teams running agents every day

  • Max

    For all-day work

    $50per
    month

    Billed monthly

    Subscribe to Max

    Everything in Pro, plus:

    • A much larger monthly credit allowance
    • Evaluations, spend limits and monetization
    • Roles and teams for access control
    • Priority support and early access

    For teams and departments that depend on agents

  • Ultra

    For your largest deployments

    $100per
    month

    Billed monthly

    Subscribe to Ultra

    Everything in Max, plus:

    • The largest monthly credit allowance
    • Several organizations and single sign-on
    • Hand-off to human agents
    • Dedicated support and hands-on onboarding

    For organizations formalizing agents across many teams

  • Recommended

    Enterprise

    Own the Platform

    Custom quote

    Pilots from $15K · one-time

    Contact us

    This includes:

    • Full codebase ownership under a perpetual license
    • Deploy anywhere — on-prem, your VPC, air-gapped, or managed SaaS
    • Start with a pilot — prove value on real data first
    • Custom AI engineering — integrations, SSO, SIS, LMS, agents
    • Run any LLM — Claude, GPT, Gemini, Llama; switch anytime
    • SOC 2 & compliance — enterprise security with audit support

Enterprise — Own the Platform. Own the entire platform. We transfer the full source under a perpetual license and deploy it on-premise, in your cloud, or air-gapped — zero vendor lock-in, run any LLM. Start with a pilot, then scale with our engineers wiring it into your data and systems.

Self-serve prices in USD, billed monthly; change or cancel your plan anytime from Billing in the app. Enterprise is scoped with our team: a pilot from $15K, a one-time deployment, or full codebase ownership on a custom quote.

What our partners say about us

Case Studies
Chris Gabriel

Chris Gabriel | Google

Case Studies
Lorena Barba

Lorena Barba | George Washington University

Case Studies
Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Case Studies
Chris Gabriel

Chris Gabriel | Google

Case Studies
Lorena Barba

Lorena Barba | George Washington University

Case Studies
Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Frequently Asked Questions

Bring us a hard problem. Keep the code.

Run Agentic OS on your own terms

Start free on our cloud today, or take the whole codebase into your own infrastructure. Either way our engineers work alongside your team, and you own all the code and the data.

Get Started FreeBook a 30-minute demoDownload & Own Your AI

ibl.ai is family-owned and operated from New York, NY — a U.S.-headquartered, domestically-owned long-term partner, not a vendor that sells licenses and moves on. · SOC 2 Type II certified

Unify your data first — then deploy agents

Agentic OS reasons over a unified knowledge layer. Here's why that ontology comes first, and how it's built.