Operator vertical
Compliance & Inventory AI for FFLs
Serialized inventory, ATF recordkeeping support, dealer-portal search, and compliant organic product pages for manufacturers and FFLs. Google will not run the ads. Operations still need systems.
Built for: VP Ops, Compliance lead, or dealer-sales lead at a manufacturer or multi-location FFL
What breaks before AI
- Serialized inventory lives in spreadsheets that should not exist
- Dealer portal search is dead; inside sales becomes the lookup UI
- Compliance packets are assembled by hand
- Paid ads are closed; owned discovery has to work legally
Inventory, compliance document intel, and dealer search systems—legal to operate. No ad-policy cloaking. No restricted-SKU workarounds.
Workflow pages operators search
Each page owns a specific job-to-be-done query. Start with the bottleneck that hurts this quarter.
Serialized inventory
Search: FFL inventory system AI
Track and reconcile serialized product so allocations and transfers are not a spreadsheet risk.
Compliance document intelligence
Search: firearms compliance document automation
Extract and organize paperwork ATF and state processes already require—faster packets, fewer misses.
Dealer portal search
Search: dealer portal allocation software
Let dealers find product, allocation, and docs without calling the inside-sales desk.
Compliant owned discovery
Search: AI consulting for firearms manufacturers
Structured, legal product and education pages for organic and AI search—when paid is closed.
Business outcomes AI can move
- Reduce allocation errors across the dealer network
- Shorten compliance document cycles
- Make the dealer portal actually searchable
- Win organic discovery when paid is closed
AI capabilities
Each capability maps to a business KPI, revenue, cost, risk, or cycle time, not model accuracy on a slide.
Revenue
Compliant discovery systems
Structured, legal product and education pages for organic and AI search. Not ad-policy workarounds.
Cost
Dealer portal search
Let dealers find product, allocation, and docs without calling the inside-sales desk.
Risk
Serialized inventory intelligence
Track and reconcile serialized product so allocations and transfers are not a spreadsheet risk.
Cycle time
Compliance document intelligence
Extract and organize the paperwork ATF and state processes already require. Faster packets, fewer misses.
Production use cases
- Serialized inventory and bound-book support
- Dealer portal search and allocation
- Compliance document intelligence
- GEO for legal product and education pages
How to engage
Start bounded. Scale only when the KPI moves.
Ops diagnostic
From $7,500Inventory, portal, and compliance packet baseline.
Scoped production mandate
From $15kPortal search or document intel live in 6–10 weeks.
Embedded partnership
From $25k/moExpand allocation, compliance, and owned discovery systems.
Frequently asked questions
Are you helping us bypass Google ad bans?
No. We do not run ads or cloak restricted SKUs. We build inventory, compliance, and owned-media systems that are legal to operate.
How do you scope AI for our industry?
Week-one discovery locks business KPIs—revenue, cost, risk, or cycle time—not model vanity metrics. We map your data sources, compliance constraints, and existing stack, then propose a fixed-scope mandate with acceptance criteria or redirect you to a simpler path.
Do you have experience in our sector?
Proven depth sectors (financial services, federal, real estate, telecom, higher education) reflect production systems we've shipped. Growth and operator verticals (MGAs, credit unions, property management, 3PL, RCM, staffing, licensed iGaming, FFL) are selective mandates where those patterns transfer with industry-specific tuning. Biotech, insurance, and regulated work often runs under NDA.
What do we get at the end of an engagement?
Deployable code in your repos, monitoring and runbooks, documentation your team can operate, and knowledge-transfer sessions. The Production Standard is contracted in writing—no handoff to a junior bench after the sale.
What's the fastest way to start?
Book a discovery call or start with a bounded diagnostic: $2,500 Postgres audit, insurance claims-fraud diagnostic from $7,500, or the free MLOps readiness assessment. Each path surfaces whether AI is the right tool before a larger commitment.
The Production Standard
The Production Standard
Six commitments contracted in writing on every engagement.
01
Deploy or redirect
If AI isn't the right tool, we say so in week one and redirect budget to what will ship. No POC theater.
02
Metrics before models
Business KPIs locked in discovery. Model selection follows the metric, not the hype cycle.
03
Governance from day one
Model cards, access controls, evaluation harnesses, and audit trails, not a compliance bolt-on at go-live.
04
Production artifacts
Deployed code, monitoring dashboards, CI/CD pipelines, and incident runbooks. Not recommendations for someone else to implement.
05
6-week production target
Scoped projects designed for production in 6–10 weeks. Boutiques move; global programs wait for steering committees.
06
Capability transfer
Your team can operate, extend, and maintain what we build. IP and documentation transfer is included, not upsold.
Every scoped project includes a production deliverable checklist signed off before close. If we can't commit to deployable output, we won't take the engagement.
Selective intake · 2026
Your next system shouldship to production.
Agentic development from architecture through deployment, with the Production Standard contracted in writing.