First Mill FIRST MILLAI CONSULTING
Free AI use-case audit A human gate on every system Measured monthly No lock-in contracts
AI operations

Your business on autopilot. You keep the controls.

Agentic AI consulting and AI integration services, run as self-improving workflows that meet your KPIs and goals: creative production, CRO, email and more. Guardrails and human handoff built in, measured monthly.

Get in touch How we work

What the engagement covers


01

Agentic workflows

Self-improving workflows that execute toward a KPI: producing creative, lifting conversion, working the list. They measure, adjust and go again.

02

AI integration services

Your stack wired together: store, email, ads, analytics and support connected so data moves without re-keying.

03

Guardrails and monitoring

Every agent runs with limits, logs and alerts. Nothing acts outside its lane, and you can see everything it did.

04

Human handoff

Judgement calls route to people. The system knows what it should not decide, and hands it over cleanly.

05

Ad creative pipeline

Winning patterns mined from your ad account, then an AI-assisted pipeline producing tested variants.

06

Email and CRM

Flows, segments and deliverability audited against what your list should earn, then fixed in your account.

How operations engagements run

Or start with the free AI use-case audit
1
Assess

The free AI use-case audit finds where agents and integrations pay.

2
Integrate

Your stack wired together on your accounts, documented.

3
Deploy

Agentic workflows go live with guardrails and human handoff.

4
Measure

Hours saved and error rates tracked monthly against baseline.

Proof, not pitch decks

Every agent here started as a job a real store did by hand.

Checkout follow-ups, monitoring, reporting and triage: each agentic workflow exists because a real store needed it, paid for itself, and kept running. Operations is that layer, integrated into yours.

Common questions about AI operations


What is an agentic AI consultant?

Someone who sets up AI that acts, not just answers: agents that carry out multi-step work across your tools, with limits and logs. Here that includes the integration work to connect the stack they run on.

How is this different from automation?

Automations follow fixed rules. Agents handle the messier middle: reading context, drafting, deciding within limits, then handing judgement calls to a person. Most businesses need both, and the assessment says which comes first.

Is it safe to let agents act on our systems?

Only with guardrails, which is the point. Agents run with explicit limits, full logs and alerts, and anything outside their lane routes to a human. Everything is reversible.

What does it cost?

Every engagement starts with the free AI use-case audit so the quote is scoped to what will actually move revenue for you. No lock-in contracts.

Contact

Get in touch

Tell us the business and what feels stuck. One person reads it and replies, usually within two business days.

Owner-operated. Your details go to one person, not a CRM sequence.