AI OPERATIONS

Everyone's building agents. Almost nobody has momentum.

AI operations consulting with judgment — governance, workflows, and systems your team actually uses. Tools don't create transformation. Operators do.

The AI Exchange / AMP logoCertified AI OperatorThe AI Exchange / AMPAnthropic logoClaude PartnerAnthropic

Most companies aren't short on AI tools. They're short on momentum. They run pilots. They tell teams to “try AI.” Then nothing compounds — because a tool isn't a system, and a system is what actually changes how work gets done.

The CRAFT method.

Five stages, run in order, every time. Not a framework you customize away — a cycle you repeat.

01Clear Picture02Realistic Design03AI-ify04Feedback05Team RolloutCRAFTa cycle, not a funnel
01

Clear Picture

Define the real workflow and what “good” looks like — before anything gets built.

02

Realistic Design

Scope it honestly. Assess what's actually feasible, and sequence the work so it compounds instead of overwhelming.

03

AI-ify

Turn the way your team thinks, decides, and delivers into a structured, AI-executable playbook.

04

Feedback

Run tight feedback loops with the people who actually do the work — without losing momentum.

05

Team Rollout

Hand off, train, and support adoption, so the system is trusted and actually used.

Certified AI Operator credential, The AI Exchange (now AMP).

Six roles. Not six hires.

You already have half of this team. We bring the other half.

What you bring

CEO

Owns the mandate — the budget, the risk, the “yes.”

Visionary

Sets the strategy — what should be worked on, and why.

Subject Matter Experts

Hold the real, tacit expertise that gets codified into the playbook.

What we bring

AI Operator

Runs the CRAFT cycle: interviews SMEs, scopes and writes the playbooks, drives adoption.

AI Implementer

Builds and integrates the actual automation.

Governance

Keeps it safe: data protection, responsible-use guardrails, a human in the loop where it matters.

Nina leads the Operator role and coordinates specialist contractors for Implementer and Governance, scaled to the engagement — a small senior team, not a big anonymous consultancy.

Governance isn't a checklist. It's a role.

Most AI-operations offers treat governance as a line item — a policy signed once and forgotten. We build it in from the first stage — data protection, responsible-use guardrails, and a human in the loop wherever it actually matters.

How we start.

No rate card — an engagement this size gets quoted after we understand the real scope, not before.

Step one · freeA conversation

No cost. We talk through what you actually need before we talk about price.

Step two · the Momentum MapQuoted once scoped

The Clear Picture stage of the CRAFT cycle, given a name — the first paid step of the engagement, not a separate product. That's what the full cycle gets priced from.

We don't sell a separate audit — it's one engagement, with the Momentum Map as its first step.

The AI Exchange / AMP logoCertified AI OperatorThe AI Exchange / AMPAnthropic logoClaude PartnerAnthropic

Stop experimenting. Start operating.

Tell us where the momentum stalled and we'll scope the engagement.