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Build. Run. Govern.

True Private AI for the Enterprise

Build, deploy, and scale AI solutions, including agents, that stay within your control. From private assistants to agentic automation, Iterate’s AI platforms keep your data secure—and your innovation edge sharp.
Shield with a keyhole to showcase security

Data → Intelligence → Action

Iterate delivers end-to-end Private AI so you move from answers to action securely.

Graphical diagram to illustrate Data, Intelligence and Action

Most AI Isn’t Built to Be Private

True privacy comes from ownership, isolation, and local control. The table below breaks down how we deliver each.
Iterate.ai

True Private AI
Enterprise-Owned Infrastructure
“Private” Cloud & Vendor-Managed AI
Public AI / Shared Infrastructure
Execution Model
Full-Stack Execution
Fragmented stack, heavy integration
Vendor-owned models, partial isolation
Public LLM APIs, Shared GPUs
Full Enterprise Data Ownership
Complete control
Complete control
Vender-dependent
No Control
No Hidden Usage Costs
Zero usage fees
Predictable costs
Per-token + egress
High variable costs
Works Without Internet
Fully air-gapped
Partial (requires setup)
Internet required
Internet required
Customer-Owned AI Models
Full ownership
Full ownership
Vendor models only
Shared models
Flexible, Custom Workflows
Unlimited
Limited by integration
Vendor constraints
API-only
Guaranteed IP Protection
Contractual + technical
Technical only
Limited guarantees
No guarantees
Easy Exit, No Lock-In
Low (self-contained)
Medium (data portable)
High (vendor lock-in)
Very high (deep integration)

Built for sensitive data. Built to stay private.

Four integrated layers that work alone or together, enabling end-to-end control from data ingestion to governed, production-grade AI.

Build & Run AI Securely

How you safely build and operate AI inside your enterprise

Design, deploy, and orchestrate AI workflows and agents with production-grade reliability and performance.

Powered by Interplay (platform + secure runtime)

Graphic highlighting the product Interplay

Use GenAI + Agentic AI Without Exposing Data

How teams use GenAI while keeping data and IP private

Get instant answers and guided actions from enterprise knowledge—without sending your data anywhere.

Powered by Generate (Private AI Assistants + task agents)

Graphic highlighting the product Generate

Turn Documents Into Intelligence

How PDFs, forms, and records become usable AI inputs

Scan, classify, and structure unstructured content to power search, automation, and downstream workflows.

Powered by Extract (Document AI in a Box)

Graphic highlighting the product Extract

Operate, Govern, and Control AI
at Scale

How you stay in control as AI adoption grows

Monitor and govern models and agents with policy enforcement, audit trails, and cost controls.

Powered by AgentWatch + AgentOne

Graphic highlighting the product AgentWatch

Real enterprise use cases. Built to run securely from day one.

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Instant Code Generation with AgentOne

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Timely Filings for Healthcare

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Document Routing and Processing with Extract

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Real-Time Performance Tracking

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Reclaim Lost Revenue & Boost Efficiency

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AI-Powered Customer Service with RAG Technology

Built for enterprise teams who can’t compromise.

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Why Iterate.ai

Private by default

Designed to run without exposing enterprise data or IP.

End-to-end system

Documents → answers → workflows → governed actions.

Runs where you need it

Policy, monitoring, and cost controls that make rollouts safe and measurable.

Control at scale

Policy, monitoring, and cost controls that make rollouts safe and measurable.

Pick your path. Move fast. Stay private.

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Enterprise Leaders

Deploy Private AI with governance and measurable impact.
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Builders

Build your first workflow or agent and connect it to real systems.
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Partners

Bring Private AI to customers with flexible deployment options.

Explore More

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From Strategy to Execution—Across the AI Stack

Join leading minds from every layer of the GenAI stack—transforming ideas into real-world results across industries.
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Stay Informed on How your Industry is Using AI

Discover how cutting-edge AI tools are unlocking new levels of efficiency, creativity, and growth across your field.