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AI Foundry

Build an agent like you would build a recipe

AI Foundry is the design environment for AI agents. Build agents and co-pilot apps step by step, with required guardrails locked in from the first step and a governed path from prototype to production.

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From idea to governed agent in four steps

Foundry keeps the builder simple and the guardrails non-negotiable.

1

Start with the outcome

Name the agent, its business area and the outcome you are aiming for. Required guardrails are added automatically.

2

Build step by step

Add a trigger, AI reasoning, connectors, decisions and human review, the same way you would write a recipe.

3

Check against Harness

Foundry connects to AI Harness while you build, so the guardrails, tier and checks come from the governance layer, not from guesswork.

4

Promote through gates

Move from prototype to pilot to production through named gates, each with a recorded human sign-off.

What you can build?

Two kinds of builds, one set of guardrails.

AGENT

Agents

A backend flow that runs without a person typing: a trigger, AI steps, connectors, decisions and a point where a person signs off.

CO-PILOT APP

Co-pilot apps

A chat assistant people talk to directly. Describe it in plain language and watch a live preview take shape: name, greeting, model and sample prompts.

Designed to keep you in control

Six step types

Trigger, AI reasoning, guardrail, connector, decision and human review. Steps can be reordered at any time.

Guardrails you cannot remove

PII redaction is built into every agent. Co-pilot apps also get prompt-injection screening and an audit log, locked in from the start.

A person signs off

A human review step defines who reviews and what they can do: approve, edit or reject. The agent cannot finalize past that point.

Least-privilege connectors

Choose read-only, write to one field, or write to a full record. Full write access needs security and compliance sign-off before it can go live.

Governed promotion

Promotion runs readiness checks and writes every step to a ledger: who, what and when.

Choose your model and platform

Pick the model for each step, add an optional fallback, and see the status of every model and platform before you commit.

Example use cases

Examples of the kinds of agents and co-pilot apps teams design in Foundry.

Life sciences: studies and trials for CROs and sponsors

For CROs

  • Study co-pilot that answers protocol, eligibility and visit-window questions for site teams
  • Site communication drafting, such as activation reminders for sites behind schedule
  • Protocol deviation triage that categorizes and summarizes deviations for monitor review
  • Imaging and source document intake that extracts structured fields for data manager confirmation

For sponsors

  • Oversight co-pilot that summarizes enrollment, deviations and open queries across studies
  • Trial master file completeness and quality checks ahead of sponsor review
  • Study status questions answered from the trial master file, with sources shown

Healthcare

  • Discharge summary drafting with clinician review
  • Patient intake document parsing with staff review
  • Care management outreach prioritization for care teams to review

Events & Auctions

  • Bidder and attendee support co-pilot
  • Consignment and catalog document intake with staff review
  • Event operations co-pilot for schedules and logistics questions

Governance from AI Harness

Foundry designs. Harness governs. Compliance decisions, risk tiers and approvals come from Harness, and Foundry shows them as you build.

Explore AI Harness

Coming next

We are building Foundry with design partners. These are on the way.

Pattern library

Start from reviewed patterns instead of a blank page.

Specification and playbook

Generate the agent specification and playbook from the design.

Evaluation

Run test sets and keep the results as release evidence.

Export

Take an agent definition to another supported cloud.

Designed to work across clouds

Foundry is designed to work with leading models and with AWS, Azure and Google Cloud.

Design your first governed agent

Tell us what you want an agent to do, and we will show you how it takes shape in Foundry.

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