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.

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Agentic OS (Operating System)

Unify agency data into a secure workforce memory layer—powering training agents, program assistants, and citizen-service tools with an ownable AI operating system. No need to choose build vs. buy — you get both.

Sector:

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 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

Citizen Services AgentPublic inquiries, permits, case support

Knowledge AgentPolicy, SOP, and procedure retrieval

IT Help Desk AgentTechnical support and system access

Employee Training AgentWorkforce development and upskilling

Compliance AgentRegulatory reporting and audit readiness

Legislative AgentBill tracking and policy analysis

Budget AgentSpending tracking and financial management

HR AgentPersonnel administration and benefits

Procurement AgentVendor management and purchasing guidance

Onboarding AgentNew employee orientation

Constituent Communication AgentPublic outreach and updates

Security AgentSecurity training and access management

OS (Operating System) — Unify agency data into a secure workforce memory layer

An Ownable AI Operating System for Government & Public Sector.

OS by ibl.ai connects HRIS, LMS, case management, and enterprise 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 employee gets a training coach, every program manager an intelligent assistant, and every agency IT leader a compliance-ready platform.

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

For Citizens & Workforce: Context-Rich Training & Services

Unified Workforce MemoryTraining history, certifications, clearance levels, role assignments, and development goals—federated from your HRIS/LMS and made available (with policy guardrails) to the user's coach.

Personalized DevelopmentProactive learning paths, certification tracking, and citable answers grounded in agency policies and regulatory requirements.

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

ResultFaster onboarding, mission-ready workforce, improved citizen outcomes.

For Program Managers: An Intelligent Program Assistant

Program Context, Not GuessworkPulls workforce rosters, competency frameworks, mandate requirements, and compliance status to draft training plans and status reports.

Workflow AutomationsCertification renewal alerts, mandatory training sequences, and reporting roll-ups—always citing approved agency policies and regulations.

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

ResultMore time for mission-critical work, less time on manual compliance tracking.

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.

OS + mentorAI + skillsAI + courseAI + credentialAI

OS supplies the secure memory and connectors; mentorAI provides coaching experiences; skillsAI delivers training and analytics.

courseAI designs competency-aligned curricula; credentialAI issues portable, verifiable proof of skills. Together, they form an ownable AI operating system for government workforce development.