Your operations have unique problems.
Off-the-shelf AI can’t solve them.
I’ve personally built three AI-native products for three different industries. I’ll audit your operations and build the custom AI agents your business actually needs. Done with you, not self-serve.
Three categories of problems holding your operations back
Most operational problems fall into one of these. I fix all three.
- Lost repeat customers you can’t identify
- Dead inventory or idle assets tying up cash
- Poor pricing decisions without data
- No visibility into upsell or recovery opportunities
- Manual spreadsheets nobody trusts
- Slow processes that don’t scale
- Team confusion about who owns what
- Compliance or audit exposure from inconsistent process
- No reporting that actually answers questions
- Can’t predict demand, volume, or risk
- No clear picture of where time and money actually go
- Can’t identify your real growth or savings levers
Four things I deliver for every engagement
Know the metrics that actually run your business — margin, aging, bottlenecks, whatever the real signal is — in one view built for your operation.
Agents that answer real operational questions and take action on your data — grading, pricing, classifying, flagging, drafting. Not a generic chatbot bolted on top.
Automate the manual, repetitive middle of your operation — approvals, reporting, payouts, intake — without hiring another person.
Your unique process, your rules, your data — not a generic template you bend your business around.
What I’ve already built, across three different industries
These aren’t hypotheticals — they’re AI-native products I’ve personally shipped. Your operation doesn’t need to match one of these exactly; it shows the range of problems custom AI can solve.
- HTS classification against historical rulings, not gut feel
- Pre-filing error detection before the auditor finds it
- Condition grading standardized across every technician
- Auto-generated chain-of-custody & destruction certificates
- AI pricing at intake using live marketplace comps
- Dead stock alerts before it becomes a write-off
What this looks like in the real world
A sneaker resale store selling across Shopify and eBay had no clear picture of which items were sitting too long or where they were losing margin. Buying decisions were based on gut feel. Dead stock was quietly tying up $10K+ in cash with no system to surface it.
- Dead stock dashboard — every SKU flagged by days listed, channel, and estimated margin left
- Channel margin report — true profit per sale on eBay vs Shopify after fees, shipping, and time
- Weekly AI summary — plain-English digest of what moved, what didn’t, and where to act
Done with you. Built for you.
I study how your business runs, identify the bottlenecks, then build custom AI systems that save time and grow profit — personally, not through a team of subcontractors.
I learn how your business actually operates — your workflows, your bottlenecks, your data — and tell you honestly what's worth automating.
Custom AI agents, dashboards, and automation scoped to your specific problem — not a generic product you have to configure yourself.
I refine, improve, and expand it with you. This isn't a one-time handoff — it's a working relationship until it's actually running your operation.
Serious operators. Not experimenters.
This is for you if
- You run an operations-heavy business — any industry — and need real automation, not generic reports
- You have problems that off-the-shelf software doesn’t solve
- You want AI and automation built around your workflow
- You’re ready to share how your business actually runs
- You want a builder, not a slide deck
Do not apply if
- You want a generic tool you set up yourself
- You’re still figuring out your core operations
- You expect results without sharing real data
- You need a one-time project with no ongoing relationship
Book an audit call
Tell me your biggest operational problem. I’ll tell you honestly whether custom AI can solve it, and how — no pitch, no commitment, no price quoted until we’ve scoped it together.