Expertise In, Agents Out

The 3ai agency platform is how a solo-founded studio ships production-grade AI agents across many domains. A domain specialist brings the workflow and judgment. The platform provides the engineering scaffolding — models, tools, evaluation, guardrails and marketplace packaging.

The result is an agent that reasons like a practitioner, ships with provenance and human-in-the-loop controls, and lands in the AWS, Google Cloud and partner marketplaces ready to deploy.

The 3ai agency platform

From Specialist to Marketplace

A repeatable pipeline for every agent we ship

1

Domain Capture

The specialist maps real workflows, decisions, edge cases and the judgment the agent must reproduce.

2

Agent Engineering

The agency assembles the agent: models, tools, retrieval, orchestration and interfaces.

3

Guardrails & Eval

Evaluation harnesses, provenance, confidence scoring and human-in-the-loop controls are wired in.

4

Specialist Sign-Off

The specialist reviews outputs against reality and certifies the agent before it lists.

5

Marketplace Publish

The agent is packaged and listed on AWS, Google Cloud and partner marketplaces.

6

Deploy & Improve

Customers deploy into their own cloud; feedback drives continuous improvement.

What the Platform Provides

The shared foundation behind every 3ai agent

Agent Framework

Reusable orchestration, tool-calling and multi-agent patterns so each new agent starts from a proven base.

Evaluation Harness

Domain-specific test suites and scoring so quality is measured, not assumed, before an agent ships.

Provenance & Guardrails

Traceable outputs, confidence scoring and human-in-the-loop controls built into every agent.

Marketplace Packaging

Listing, metered billing and one-click deployment for AWS, Google Cloud and partner marketplaces.

For domain specialists

For Domain Specialists

You do not need to be an AI engineer. You bring the domain expertise; the platform and the founder handle the engineering, compliance and go-to-market.

Your agent carries your fingerprint — the way you reason, the edge cases you know, the standards you hold — and reaches organizations worldwide through the marketplaces.

Partner With Us

Build Your Agent on the Platform

Bring a domain. We will turn it into a marketplace-ready AI agent.

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