What is Agentic OS and how does it differ from a traditional data warehouse?

Agentic OS is an AI operating system that creates a secure, per-learner memory layer by unifying data from SIS, LMS, CRM, and ERP systems. Unlike traditional data warehouses, it provides policy-aware retrieval with fine-grained consent controls, enabling AI agents to access contextual student data while maintaining FERPA compliance.

Can we deploy Agentic OS in our own infrastructure?

Yes. Agentic OS can be deployed on-premise or in your cloud (AWS, Azure, GCP) using your VPC, KMS, and IAM. You receive full source code access to connectors, policy engine, and agent interfaces—no vendor lock-in.

What systems does Agentic OS integrate with?

Agentic OS connects to major campus systems including SIS (Ellucian Banner, PeopleSoft, Colleague), LMS (Canvas, Blackboard, Brightspace, Moodle), CRM (Salesforce, Slate), ERP (Workday, Oracle, Dynamics), and identity providers (Azure AD, Okta, Google Workspace).

How does Agentic OS handle student privacy and FERPA compliance?

Agentic OS includes privacy by design with field-level permissions, PII redaction, consent receipts, and selective disclosure. Students can control what data is shared with AI agents, and all access is logged for audit purposes.

What AI agents can run on Agentic OS?

Agentic OS powers three primary agent types: Tutors for students (personalized academic support), Teaching Assistants for instructors (workflow automation and course support), and Digital Assistants for administrators (operational intelligence). All agents are LLM-agnostic and can use OpenAI, Claude, Gemini, or local models.

📅 Book a 30-min Demo 📞 Call/text (571) 293-0242

Agentic OS (Operating System)

Unify firm data into a secure matter memory layer—powering legal research agents, case assistants, and compliance tools with an ownable AI operating system. No need to choose build vs. buy — you get both.

Sector:Higher Education Corporate Small Business K-12 Government Legal Financial Services Healthcare

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

AI TransformationPre-existing and custom agents

1.6M+Platform Users

400+Organizations

MCP Architecture Guide for Legal

How to connect your legal systems (document management, case management, billing, research) to AI agents — step by step.

Read the Guide

Runs on

Air-Gapped AI Anthropic Claude Google Gemini Microsoft Copilot Amazon Bedrock OpenAI GPT NVIDIA NemoClaw OpenClaw

1 / 5

Case Research AgentLegal research, case law, and citation finding

Contract Review AgentContract analysis, redlining, and risk flagging

Client Intake AgentNew client screening and conflict checks

Billing AgentTime entry, invoice generation, trust accounting

Discovery AgentDocument review, privilege screening, productions

Compliance AgentRegulatory filings, ethics rules, deadline tracking

Knowledge Management AgentPrecedent search, brief banks, institutional memory

Brief Drafting AgentMotion drafting, argument structuring, citation formatting

Conflicts Check AgentParty screening and conflict-of-interest analysis

Training AgentCLE tracking, associate development, onboarding

Docket Management AgentCourt deadlines, filing schedules, reminders

IT Help Desk AgentTechnical support and system access

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 firm data into a secure matter memory layer

An Ownable AI Operating System for Law Firms & Legal Departments.

OS by ibl.ai connects document management, case management, billing, and research systems over an MCP-based interoperability layer to assemble a secure, per-matter memory.

That memory gives your AI agents the right context—so every attorney gets a research assistant, every paralegal a drafting aide, and every managing partner a practice intelligence tool.

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

For Attorneys: Context-Rich, Matter-Aware Assistants

Unified Matter MemoryCase history, filings, contracts, correspondence, billing entries, and client preferences—federated from your DMS/CMS/billing and made available (with policy guardrails) to the attorney's assistant.

Personalized ResearchProactive case law suggestions, citation checking, and citable answers grounded in your firm's work product and approved legal databases.

Privilege by DesignEthical wall enforcement, conflict-of-interest checks, and selective disclosure controls for every interaction.

ResultFaster research, fewer missed precedents, stronger case preparation.

For Paralegals & Practice Managers: An Intelligent Case Assistant

Case Context, Not GuessworkPulls docket calendars, document histories, billing records, and opposing counsel data to draft summaries, timelines, and status reports.

Workflow AutomationsFiling deadline alerts, document assembly, and time-entry drafts—always citing approved firm templates and jurisdictional rules.

Practice ControlPractice-group policies, versioned templates, and workload dashboards.

ResultMore time for substantive legal work, less time on administrative tasks.

For IT & Managing Partners: Own the Stack, Control the Risk

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 & ComplianceABA ethics support, privilege protections, RBAC, audit logs, retention policies, and data residency options.

Observability & Cost ControlUsage telemetry, model costs, performance traces, and red-team/replay tools for safe iteration.

ResultMaximum confidentiality, predictable cost, and accelerated AI adoption—under your control.

What OS Connects (Examples)

DMSiManage, NetDocuments, OpenText

Case ManagementClio, Litify, Legal Tracker, TeamConnect

Billing & TimeAderant, Elite 3E, TimeSolv, Clio Manage

Legal ResearchWestlaw, LexisNexis, vLex, Fastcase

Identity & StorageAzure AD/Entra, Okta, OneDrive/SharePoint, S3, GCS

What's Inside OS (Architecture Highlights)

MCP Integration LayerNormalizes access to DMS/CMS/billing/research via secure adapters

Matter Memory LayerPer-matter knowledge graph + vector index with privilege-aware retrieval

Policy & Guardrails EngineField-level permissions, PII redaction, ethical walls, conflict checks

Agent InterfacesResearch Assistant (attorney), Case Assistant (paralegal), Practice Intelligence (partner)

Model Hub (LLM-Agnostic)OpenAI, Gemini, Anthropic, Llama, local/NPU options—hot-swappable

Event Bus & AutomationsTriggers for filing deadlines, statute expirations, billing milestones

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

Matter Memory LayerOS: Privilege-aware, per-matter 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

Legal GovernanceOS: Ethical walls, privilege protection | Typical: Generic role gates

Agent-ReadyOS: Standard research/case/practice interfaces | Typical: DIY agent plumbing

Benefits That Drive Impact

AttorneysFaster research and drafting grounded in firm knowledge.

Paralegals & StaffA dependable case assistant informed by real matter and billing data.

Managing Partners & ITA private, ownable AI foundation—no lock-in, full auditability, privilege-safe.

ibl.ai

The ibl.ai platform supplies secure memory and connectors, AI research and coaching experiences, and CLE tracking with analytics.

It designs training curricula and issues portable, verifiable proof of competency — an ownable AI operating system for legal practice.

Experience OS Today

Architecture ReviewMap your DMS/CMS/billing and security requirements

Private PilotDeploy in your cloud with your datasets and policies

Schedule a DemoSee how OS unifies firm data, safeguards privilege, and powers agents—with code you own.

What our partners say about us

Case Studies

Chris Gabriel | Google

Case Studies

Lorena Barba | George Washington University

Case Studies

Dr. Juana Mendenhall | Morehouse College

Juile Diop | MIT

Adam Tetelman | Nvidia

Jason Dom | American Public University System

Benjamin Breyer | Columbia University

Ken Fujiuchi | SUNY

Erika Digirolamo | Monroe College

David Flaten | SUNY

David Vise | Modern States Education Alliance

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

Case Studies

Chris Gabriel | Google

Case Studies

Lorena Barba | George Washington University

Case Studies

Dr. Juana Mendenhall | Morehouse College

Juile Diop | MIT

Adam Tetelman | Nvidia

Jason Dom | American Public University System

Benjamin Breyer | Columbia University

Ken Fujiuchi | SUNY

Erika Digirolamo | Monroe College

David Flaten | SUNY

David Vise | Modern States Education Alliance

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

Agentic OS (Operating System)

MCP Architecture Guide for Legal

OS (Operating System) — Unify firm data into a secure matter memory layer

For Attorneys: Context-Rich, Matter-Aware Assistants

For Paralegals & Practice Managers: An Intelligent Case Assistant

For IT & Managing Partners: Own the Stack, Control the Risk

What OS Connects (Examples)

What's Inside OS (Architecture Highlights)

Why OS Outperforms Typical Integration Hubs

Benefits That Drive Impact

ibl.ai

Experience OS Today

What our partners say about us

Frequently Asked Questions