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 core banking, trading, CRM, and compliance data into a secure client memory layer—powering KYC/AML, fraud detection, risk assessment, and client advisory 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 Financial Services

How to connect your financial systems (core banking, CRM, compliance, trading) to AI agents — with regulatory 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

Compliance AgentSEC/FINRA monitoring, regulatory reporting Live

Risk Assessment AgentPortfolio risk analysis, stress testing, alerts Live

Client Advisory AgentInvestment research, market insights, recommendations Live

Regulatory Reporting AgentSOX, PCI DSS, and audit report generation Live

Portfolio Analysis AgentPerformance attribution, benchmarking, analytics Live

Employee Training AgentCompliance training, certification prep, onboarding Live

KYC/AML AgentCustomer verification, sanctions screening, SAR filing Live

Fraud Detection AgentTransaction monitoring, anomaly detection, alerts Live

Client Onboarding AgentAccount opening, document collection, KYC workflow Live

Knowledge Management AgentPolicy search, procedure lookup, institutional memory Live

IT Help Desk AgentTechnical support and system access Live

Operations AgentTrade settlement, reconciliation, workflow automation

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 institutional data into a secure client memory layer

An Ownable AI Operating System for Financial Services.

OS by ibl.ai connects core banking, trading, CRM, and compliance systems over an MCP-based interoperability layer to assemble a secure, per-client memory.

That memory gives your AI agents the right context—so every advisor gets a portfolio assistant, every compliance officer an intelligent monitor, and every IT leader a regulation-ready platform.

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

For Advisors & Relationship Managers: Context-Rich Client Intelligence

Unified Client MemoryAccount history, portfolio positions, risk profiles, KYC records, and financial goals—federated from your core systems/CRM and made available (with policy guardrails) to the advisor's assistant.

Personalized InsightsProactive portfolio alerts, product suitability checks, and citable answers grounded in your firm's research and regulatory guidelines.

Confidentiality by DesignInformation barriers, need-to-know enforcement, and selective disclosure controls for every interaction.

ResultFaster client responses, better suitability, stronger relationships.

For Compliance & Risk Officers: An Intelligent Monitoring Assistant

Regulatory Context, Not GuessworkPulls transaction logs, client profiles, regulatory filings, and risk metrics to draft surveillance reports, SAR narratives, and audit responses.

Workflow AutomationsKYC renewal alerts, regulatory filing deadlines, and exception monitoring—always citing approved compliance policies and regulations.

Program ControlDivision-level policies, versioned procedures, and risk dashboards.

ResultMore time for risk analysis, less time on manual surveillance and reporting.

For IT & CTO: Own the Stack, Meet Regulatory Standards

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 & ComplianceSEC/FINRA/OCC support, SOX controls, 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 data security, exam-ready controls, and accelerated AI adoption—under your control.

What OS Connects (Examples)

Core BankingFIS, Fiserv, Temenos, Jack Henry

Trading & MarketsBloomberg, Refinitiv, Charles River, Aladdin

CRMSalesforce Financial Services Cloud, Microsoft Dynamics 365

Compliance & RiskActimize, Compliance.ai, Archer, MetricStream

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

What's Inside OS (Architecture Highlights)

MCP Integration LayerNormalizes access to core banking/trading/CRM/compliance via secure adapters

Client Memory LayerPer-client knowledge graph + vector index with regulation-aware retrieval

Policy & Guardrails EngineField-level permissions, PII redaction, information barriers, need-to-know enforcement

Agent InterfacesAdvisor Assistant (RM), Compliance Monitor (officer), Risk Analyst (CRO)

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

Event Bus & AutomationsTriggers for KYC renewals, margin alerts, regulatory filing deadlines

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

Client Memory LayerOS: Regulation-aware, per-client 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

Financial GovernanceOS: SEC/FINRA-ready, information barriers | Typical: Generic role gates

Agent-ReadyOS: Standard advisor/compliance/risk interfaces | Typical: DIY agent plumbing

Benefits That Drive Impact

AdvisorsTimely, contextual client intelligence across products and accounts.

Compliance & RiskA dependable monitoring assistant informed by real transaction and regulatory data.

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

ibl.ai

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

It designs regulation-aligned curricula and issues portable, verifiable proof of certifications — an ownable AI operating system for financial services.