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-user memory layer by unifying data from your systems of record — SIS/LMS, HRIS, CRM, ERP, EHR/EMR, and case or document management. Unlike traditional data warehouses, it provides policy-aware retrieval with fine-grained consent controls, so AI agents reach contextual data about a specific record — a learner, an employee, a citizen, a client, a matter, or a patient — under the regime that governs it.

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 the systems of record an organization already runs: HRIS and ERP (Workday, Oracle, SAP, Dynamics), CRM and service desks (Salesforce, HubSpot, ServiceNow, Zendesk), EHR/EMR (Epic, Cerner, Meditech), document and case management (iManage, NetDocuments, SharePoint, Clio), SIS and LMS (Banner, PeopleSoft, Canvas, Blackboard, Brightspace, Moodle), and identity providers (Azure AD/Entra, Okta, Google Workspace). Connectors run over the Model Context Protocol, so data is read in place rather than extracted into another store.

How does Agentic OS handle privacy and regulatory compliance?

Agentic OS includes privacy by design with field-level permissions, PII redaction, consent receipts, and selective disclosure. Each user controls what data is shared with AI agents, and all access is logged for audit purposes. Because the platform runs inside your own perimeter, the evidence stays with you — supporting FERPA, HIPAA/HITECH, SOX, PCI DSS, GDPR, and NIST 800-53 obligations rather than asking you to trust a vendor's attestation.

What AI agents can run on Agentic OS?

Agentic OS powers three primary agent types, whatever the industry: front-line agents for the people your organization serves, operations agents that run the work behind them, and administrative agents for oversight and reporting. In practice that means knowledge search, IT help desk, and customer support in the enterprise; citizen services, compliance, and procurement in government; case research, contract review, and discovery in legal; KYC/AML, fraud detection, and risk in financial services; clinical support, documentation, and prior authorization in healthcare; and enrollment, advising, and tutoring in education. All agents are LLM-agnostic and can use OpenAI, Claude, Gemini, or local models.

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Agentic OS (Operating System)

Unify case management, HRIS, and program data into a secure agency memory layer—powering citizen services, compliance, procurement, and constituent 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.

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

Want to read the source?View the code on GitHub →

1.6M+Platform Users

400+Organizations

MCP Architecture Guide for Government

How to connect your agency systems (HRIS, LMS, case management, citizen services) to AI agents — with federal security and NIST 800-53 compliance.

Read the Guide

Runs on

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

1 / 5

Live

Citizen Services AgentPublic inquiries, permits, case support Live

Knowledge AgentPolicy, SOP, and procedure retrieval Live

IT Help Desk AgentTechnical support and system access Live

Employee Training AgentWorkforce development and upskilling Live

Compliance AgentRegulatory reporting and audit readiness Live

Legislative AgentBill tracking and policy analysis Live

Budget AgentSpending tracking and financial management Live

HR AgentPersonnel administration and benefits Live

Procurement AgentVendor management and purchasing guidance Live

Onboarding AgentNew employee orientation Live

Constituent Communication AgentPublic outreach and updates Live

Security AgentSecurity training and access management

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 agency data into a secure agency memory layer

An Ownable AI Operating System for Government & Public Sector.

OS by ibl.ai connects case management, HRIS, and program systems over an MCP-based interoperability layer to assemble a secure, per-user memory.

That memory gives your AI agents the right context—so every constituent inquiry reaches a citizen-services agent, every program manager gets compliance, budget, and procurement support, and every agency IT leader a platform that meets federal standards.

Deployed in your infrastructure—GovCloud, on-prem, or IL4/IL5 enclaves—with your keys and your controls, including full code access.

For Citizens & Staff: Context-Rich Public Services

Unified Agency MemoryCase history, permits and filings, clearance levels, role assignments, and prior contacts—federated from your case management and HRIS systems and made available (with policy guardrails) to the agent.

The Agents Serving Citizens and StaffCitizen services for inquiries, permits, and case status; knowledge retrieval across policy and SOPs; constituent communication for outreach; and IT help desk for access—each citing the regulation or policy it used.

Security by DesignClassification-aware access controls, need-to-know enforcement, and selective disclosure for every interaction.

ResultShorter queues, faster case resolution, and fewer escalations to staff.

For Program Managers: An Intelligent Program Assistant

Program Context, Not GuessworkPulls case backlogs, budget lines, procurement records, and compliance status to draft status reports, spend summaries, and audit responses.

Workflow AutomationsRegulatory reporting, budget tracking, vendor and procurement guidance, and legislative bill tracking—always citing approved agency policies and regulations.

Program ControlAgency-level policies, versioned content, and performance dashboards.

ResultMore time for mission delivery, less time on manual compliance and reporting.

For Agency IT: Own the Stack, Meet Federal Standards

Runs in Your EnvironmentDeploy in GovCloud, on-prem, or IL4/IL5 enclaves. 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 & ComplianceNIST 800-53 support, NIST 800-53 controls, RBAC, audit logs, retention, and data classification options.

Observability & Cost ControlUsage telemetry, model costs, performance traces, and security testing tools for safe deployment.

ResultMaximum security, ATO-ready controls, and accelerated AI adoption—under your authority.

What OS Connects (Examples)

HRISUSA Staffing, DCPDS, Workday Government

LMSCornerstone for Government, Percipio, FedVTE, AgLearn

Case ManagementServiceNow Gov, Salesforce Government Cloud

ERP/FinanceSAP S/4HANA Public Sector, Oracle Federal Financials

Identity & StoragePIV/CAC via Azure AD/Entra, Okta for Government, GovCloud S3, DISA storage

What's Inside OS (Architecture Highlights)

MCP Integration LayerNormalizes access to HRIS/LMS/case-management/ERP via secure adapters

Workforce Memory LayerPer-user knowledge graph + vector index with classification-aware retrieval

Policy & Guardrails EngineField-level permissions, PII redaction, data classification, need-to-know enforcement

Agent InterfacesCoach (workforce), Program Assistant (manager), Compliance Agent (IT/security)

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

Event Bus & AutomationsTriggers for certification expirations, mandate deadlines, compliance alerts

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

Workforce Memory LayerOS: Classification-aware, per-user context | Typical: No unified memory

Runs in Your InfraOS: GovCloud, on-prem, IL4/IL5 | Typical: Commercial cloud only

Full Code AccessOS: Source delivered, extensible | Typical: Black box / SDK limits

LLM-AgnosticOS: Swap models freely (incl. air-gapped) | Typical: Single-model dependency

Federal GovernanceOS: NIST 800-53 aligned, NIST 800-53 | Typical: Generic role gates

Agent-ReadyOS: Standard coach/assistant/compliance interfaces | Typical: DIY agent plumbing

Benefits That Drive Impact

WorkforceTimely, contextual training and support across agencies and programs.

Program ManagersA dependable assistant informed by real workforce and compliance data.

Agency Leadership & ITA private, ownable AI foundation—no lock-in, full auditability, ATO-ready.

ibl.ai

The ibl.ai platform supplies secure memory and connectors, AI coaching experiences, and training delivery with analytics.

It designs competency-aligned curricula and issues portable, verifiable proof of skills — an ownable AI operating system for government workforce development.