What you build it over

The AI infrastructure for your organization: the layer the apps run on, the definitions they trust, the coordination between the agents, and the place it plugs into your tools.

Before we build anything for you, we ask: what are we going to build it over, how are we going to run it, how are we going to reduce our risk. Not eliminate it. Reduce it.

Most companies skip the layer. Somebody runs forty-five agents querying thirty-seven ways, each through a personal key, none of it logged, and no one governs it.

  • Connection layer — Skip it: a personal key, a direct connection, and a hope.
  • Data layer — Skip it: two dashboards, two numbers, nobody can say which is right.
  • Orchestration layer — Skip it: forty-five agents, no rules, no one can trace a failure.
  • Integration layer — Skip it: the official route nobody visits, and the shadow use continues.

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Skip a layer and the failure lands on a different desk.

Four layers

We bring what we have built and run ourselves. We build the rest with you, on your data, in your environment.

Connection layer

A gate between the model and your data: hosted, read-only, every call logged.

What we bring

A governed data lake — proven live in the workshop.

What we build with you

Copy wired to your Salesforce, your ERP, your database.

Data layer

Gross margin means the same thing in every report, dashboard, and query.

What we bring

The definitions workshop — metric by metric.

What we build with you

Your definitions, in your data. Yours to finish and keep.

Orchestration layer

Forty-five agents, coordinated: which job, which harness, which model, whose rules.

What we bring

A fleet coordinator and a skills ladder — built for our own AI work.

What we build with you

Rules of engagement, drafted with your people in the room.

Integration layer

A sanctioned path lives where your people already work.

What we bring

Patterns, and a shared outreach database — draft-only by construction.

What we build with you

Configuration in your stack: your logins, your cloud, your tools.

The controls that make the layers safe

The four controls apply to all four layers. No layer runs without them.

Agent calls pass through a gate, reach a read-only copy of your data, and every call lands in the audit log your IT team watches fill in real time.AIAIAIAITHEGATEread-onlynamed tools onlya copy ofyour dataproductionnever touchedsales-report agentpo-exceptions agentlabor-planning agentdraft-memo agentAUDIT LOG — every call on the record09:12 sales-report agent · "read 12 POs from shared Drive; flagged vendor mismatch on PO 8841"09:16 po-exceptions agent · "listed 9 exceptions for today; routed 2 to ops lead with context attached"09:20 labor-planning agent · "matched skills and demand per shift; flagged 2 gaps on 2nd shift"09:24 draft-memo agent · "summarized contract clauses; drafted memo awaiting human approval"
The model never touches the database. It reaches a gated, logged copy — and every judgment call is on the record.

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Verified read-only

Nothing acts until you have watched it work and said go.

Audit log on

Show it to your auditor, your insurer, or your board.

Rollback path

Never one bad commit from a production fire.

A named owner

Who gets the 2 a.m. call, written down before anything runs.

Where this sits

This is the middle layer. Advisory is how your people learn to run it. ForgeWorks is the apps that run on it.

An app runs on a build-over layer of data, definitions, rules, and environment, which runs on your systems.The app your people useWHAT YOU BUILD IT OVERDataDefinitionsRulesEnvironmentYour systems: the ERP, the database, the filesthis page is about the middle layer

Advisory

We teach your people to run real work through AI, and we tell you what to build and what to leave alone.

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ForgeWorks

When the rails are down, the apps run on them. Delivered in 30 days or you owe nothing.

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Before you build, get the ground ready

Start with a Working Session. We inventory what exists, draft the rules of engagement, and sequence what to prepare. When the rails are down, the apps run on them — delivered in 30 days or you owe nothing. You can start yourself: the five questions are on one page.

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