AI Opportunity Audit · agencies & production businesses

Stop paying senior people to be the search engine.

A five-day, fixed-price audit of one function in your agency or production business — the status-chasing, repeat questions and routine admin that pull your best people off billable work — ending in one recommended first AI project, scored and costed.

For founders, COOs and managing directors of established agencies and production companies, typically 15–150 people.

US$4,500 fixed5 business days from complete intake and paymentCredited in full toward a Roadmap within 30 days
01

Sound familiar?

Your senior people spend their day assembling.

i

Account leads build status by hand.

Every client update is stitched together from the project tool, the timesheets, the inbox and someone's memory — then it is out of date.

What changes: a live, cited status briefing per client, assembled from the systems you already run.
ii

Producers answer the same questions.

Rates, availability, who did what on the last job, where the files are. The answer lives in a few heads, so the few heads get interrupted all day.

What changes: a governed knowledge base answers with sources, once — and survives staff turnover.
iii

Follow-ups depend on memory.

Proposals, invoices, supplier confirmations and renewals move only when someone remembers. Cash and pipeline both suffer quietly.

What changes: agents prepare the follow-up; a person approves it. Nothing leaves without a human.
02

What you receive

See a sample readout ↗

Something written, scored and defensible.

What it is not. A production build. There are no live integrations, no deployment and no consequential actions in the Audit. Every output is reviewed by an accountable person. Readout figures are indicative until a Roadmap or proposal fixes them.
03

How the five days run

Day 0
Order and intake

You order online or by invoice. We confirm within one business day and send the intake questionnaire with the invoice.

Day 1
Clock starts

Intake returned and payment cleared. We request the two or three documents or exports that matter.

Days 2–3
Review and scoring

We map the function's information flows and score each candidate workflow for value, feasibility and risk.

Day 4
Recommendation

One first project, scoped, with indicative cost and timeline — and the data or access issues to fix first.

Day 5
Readout

Written readout delivered. Review call within two business days, at your convenience.

If information arrives late or incomplete, the clock pauses; it does not reset. If after intake we conclude it is not a fit, we say so and refund in full. Engagement terms ↗

04

Who it's for

A strong fit when
  • You run an established agency, studio or production company — typically 15–150 people — with real operating history.
  • Senior people are repeatedly assembling information, answering routine questions or chasing project work.
  • Your core systems are in the cloud — project tool, timesheets, accounting — even if they don't talk to each other.
  • A principal will personally use what gets built, and can write down the ten questions they would ask the business.
  • You are under pressure to "do something about AI" and want the first step to be defensible.
Likely not yet
  • You are pre-revenue or still defining the core business.
  • You want a chatbot on the website, not a change to how the business runs.
  • Core records live only in one person's head, with little written down.
  • You need a regulated legal or accounting decision made for you.

Unsure? Book the fit call. We disqualify openly, in writing, if it is not for you.

05

Why trust QC to deliver

All work ↗

Built, shipped and labelled honestly.

Form Factor Audio website with the Toby voice and chat agent widget: Speak to Toby about your rig, Start a call
Client workAI systems · 2026

"Toby" — product-guidance agent for Form Factor Audio

Brief
A boutique bass-amp maker answering the same rig and setup questions by hand.
Delivered
Voice and chat agent on the website, trained on the product range and support material; guides the choice of amp and cabinet, answers setup questions, hands the uncertain to the team.
Observed
Live on formfactoraudio.com.
See the case study ↗
Internal pilotAI systems · ongoing

QC's own outreach and reporting system

Scope
Notion CRM as source of truth; agents source leads, classify replies and draft responses; a person sends every message; scheduled daily and weekly reports.
Observed
Daily operating admin fell from about four hours to eleven minutes. Self-measured, so a pilot, not a case study.
Andre Lomov
Who leads itFounder

Andre Lomov — former Netflix in-house producer, 20+ years running productions

Every audit is written and reviewed by the founder, who has spent two decades inside agency and production operations. Engineering and integration specialists are engaged per build and named in your Roadmap.

Client workInternal pilot
06

What happens after

Nothing, unless you want it to — and you keep the readout.

Many clients act on the readout with their own team. If you continue with QC, every earlier payment carries forward.

How earlier payments carry forward

The Audit is credited in full against a Business AI Roadmap (US$7,500–15,000) commissioned within 30 days. The Roadmap is credited in full against an implementation of US$50,000 or more, and half against US$35,000–49,999, commissioned within 60 days. Credits apply once, to the next step only.

Step 1Audit · you pay US$4,500
Step 2Roadmap at US$9,500 · Audit credited · you pay US$5,000
Step 3Implementation at US$60,000 · Roadmap credited · you pay US$50,500

Implementations run 6–12 weeks, billed 40/30/30, with a 30-day warranty and an optional care plan from US$5,000 per month. All engagements ↗

07

Questions before you order

Why one function, not the whole agency?

Because the first project has to be small enough to ship and measure. One function — account management, production, finance, new business — is enough to find a first project worth doing and to prove the permission and logging pattern. The Business AI Roadmap covers the whole company if that is what you need, and you can start there directly.

How much of our time does it take?

About an hour for the intake questionnaire, a few minutes to share two or three documents or exports, and the review call. We do not run workshops.

Where does our information go?

Documents are shared by secure link, used only for the Audit, and deleted on request afterwards. We never need passwords. A mutual NDA is available before intake if you prefer.

Can we cancel?

Any time before you return the intake questionnaire, for a full refund. After intake is received and work starts, the fee is not refundable but remains creditable toward a Roadmap within 30 days. If we cannot deliver, or conclude it is not a fit, you are refunded in full. Engagement terms ↗

Next step

Book an audit fit call.

Twenty minutes: which function, what depends on whom, and whether the Audit is the right first step. We reply personally within two business days with a proposed time.

WhatsApp — fastest response↗
BaliSydneyLos Angeles

Prefer to message? WhatsApp · andre@quantumcumulative.com

Order online

AI Opportunity Audit

US$4,500 fixed
1Order. Place the order; we invoice within one business day.
2Intake. Structured questionnaire sent with the invoice.
3Readout. Scorecard, first project and review call within 5 business days of complete intake and payment.

We confirm personally within one business day and send the invoice with the intake questionnaire. Delivery is five business days from complete intake and payment. Credited in full toward a Roadmap commissioned within 30 days.