ai30 · the solutions map
Where AI actually closes operational debt.
A department-by-department map of where a DTC brand and an agency bleed between what they decided and what they did, and the specific AI solution for each. Not "AI for AI's sake." AI pointed at the exact drift, by someone who's sat in the seats.
I don't sell AI. I sell AI aimed at the one place your business is leaking, function by function. I've run growth, creative, CX, ops, and sales across brands and agencies. So this map isn't a vendor's guess at your pain. It's a list of rooms I've stood in.
Part 1 · The DTC brand
$5–50M. Every function is a decision that has to survive the trip to the customer.
Leadership / the founder's desk
"Monday's decisions are memories by Friday. The whole business routes through my head, and onboarding anyone into that context takes a quarter."
A decision + context layer. Pull decisions out of meetings and Slack, assign an owner and a date, track whether they shipped. The founder's second brain, that the team can actually read.
context + decision debtHQ · FDE deploy
Growth / paid media
"Creative fatigues faster than I can brief it, reporting eats the analyst's week, and the 4x on the dashboard doesn't match the bank."
Brief-to-asset consistency + honest reporting. Variations at volume from one brief, a check that what shipped is what was approved, and analysis that flags the metric-accurate-but-conclusion-wrong before you trust it.
the handoff · the second readworkflow + tool
Creative
"We went from 20 assets a month to 200 and the team didn't 10x. On-brand consistency is the first thing volume kills."
An on-brand creative pipeline. Generate variation that holds the brand system, so volume stops costing consistency.
Lived it: ran a creative engine from 20 → 200+ assets/month alongside 67% revenue growth.
the handoff · the systemworkflow
Lifecycle / retention (email + SMS)
"Half the flows I 'built' have a gap nobody's opened in a year. Segmentation is a someday project. Every campaign reinvents the copy."
A flow audit + segment discovery. Find the gaps in what's live, surface segments from behavior, draft on-brand copy at speed.
the system (proof)tool + workflow
Merchandising / PDP / product
"My best product page and my worst were written by different people on different days. 400 SKUs of descriptions is a backlog nobody clears."
A PDP teardown + generation at scale. AI critiques offer, clarity, trust, and CTA on any page, then writes the backlog on brand.
decided-vs-done on the storefrontthe PDP teardown tool
Operations / supply chain / fulfillment
"The SOP says one thing, the warehouse does another. Vendor comms live in one inbox — when they're out, the process is out."
SOP-to-reality reconciliation. Document the real process from what actually happens, flag where it drifted from the written one, and draft the vendor comms so they don't bottleneck on one person.
the handoff · the systemFDE · workflow
CX / support
"Support is the first place a systemic problem shows up and the last place anyone looks. A promo that mismatches across surfaces becomes 200 tickets before anyone upstream hears about it."
Pattern-surfacing, not just deflection. Triage and draft, yes — but the real value is turning ticket clusters into the upstream fix, and catching the offer-mismatch before it's 200 tickets.
decision-debt made visibleLore + workflow
Finance / analytics
"Great ROAS, weirdly no money. The dashboard and the bank disagree, reconciling it is a manual slog, and the metric's accurate but the conclusion's wrong."
Said-vs-believed-vs-actual reconciliation. Reconcile the numbers automatically, forecast, and flag where the read is wrong even when the number is right. The Second Read, automated.
evidence · the second readtool + FDE
Part 2 · The agency
$500k–$5M+. Every client is a promise that has to survive delivery. They sell execution and leak it internally.
Leadership / ops (the #2 seat)
"We grew 15 to 32 and built the ops department from zero, mid-flight. Every new hire relearns tribal knowledge. Utilization is a guess."
Playbook generation + onboarding automation. Turn tribal knowledge into a context layer new hires read on day one; make capacity visible instead of felt.
Lived it: founder's #2, took an agency from 15 → 32 across four departments, +56% revenue, ops built from zero.
the system · the handoffHQ · FDE
New business / sales
"Two reps work the same leads and close at 15% and 35%. Proposals take a day each. Discovery notes die in a notebook."
Proposal + discovery synthesis. Draft the proposal from the discovery call, surface the real objection from the recording, and keep the deal that's quoted identical to the deal that's delivered.
Lived it: took a close rate from 15% → 35% on the same leads other reps worked; rebuilt pricing, offers, and the sales process.
the decision · the ownershipworkflow + tool
Account management / client success
"We promised the client X at kickoff and nobody tracks whether X happened. The client notices the drift before we do. QBR prep is a scramble every quarter."
Client-commitment tracking. What we said we'd do vs. what we did, per client, automatically — so the drift gets caught before the client feels it, and the QBR builds itself. This is the agency's own follow-through.
the ownership (4 A's)HQ · tool
Delivery / media / creative (across N clients)
"Every brand-side problem, times fifteen clients. Cross-client reporting is Sunday-night work. One client's launch ships wrong and I find out from their founder."
Cross-client automation + launch QA. Reporting that builds itself, creative at volume per brand, and launch-QA on every client's launches so you catch the mismatch first.
the handoff · evidenceLore + workflow
Reporting / insight
"We drown in reporting and starve for insight. The deck says the number; nobody has time to say what it means."
Auto-reporting + the second read. Generate the report, then extract what the number actually means for the client — the judgment layer, at speed.
evidence · the second readtool
The through-line — for AI30, HQ, and the FDE work
Underneath almost every row is one thing: a context and memory layer. The founder's second brain, the handoff-integrity layer, the decision tracker, the client-commitment log. That layer is what HQ is. The value I add isn't the layer — it's knowing the exact twenty places in a real business to point it.
That's the Forward-Deployed promise: embed, run the Walkaround, find the specific drift between decided and done, deploy the specific AI solution, verify it held. Not a tool vendor. An operator who fixes operational debt, with AI as the weapon.
Why me: I'm not "someone who can build AI." I'm someone who ran growth, creative, CX, ops, and sales across brands and agencies — so I know where they bleed — and I've been building on HQ for months. Domain-deep, AI-fluent, already a daily user. That's the creator, and the FDE, you actually want in the room.