SPECIMEN №01 · AI BUSINESS ARCHITECT
FIGHTER PILOT · STRATEGY → EXECUTION · ONE PERSON · AI-NATIVE
ABOUT
Companies in regulated industries lose months translating business problems into software. I compress that to weeks because I speak both languages and build end-to-end with AI.
I operate as a founder: I pick the problem, scope the product, ship it, and put it in front of users. I pair with commercial counterparts when the deal and the problem are worth it.
A decade as a fighter pilot and Operational Safety Officer taught me that systems either work under pressure or they fail people. That standard followed me into software: understand the operation first, then build what it actually needs.
WHAT I'VE SHIPPED AS A SOLO BUILDER
A production document intelligence platform — four extraction engines, contract generation — that retired a €5M/year manual process and 100+ FTEs of equivalent workload.
Backoffice automation for a multi-tenant enterprise platform: document extraction, ERP integrations, vehicle-operations tooling — wired into the existing legal, billing, and CRM stack.
ERP integrations, field-provenance systems, and real-time conflict resolution — designed, built, and pitched to leadership by one person.
Prototype-to-production cadence: working demos in days, integrated systems in weeks.
I've done this across automotive, aviation, fintech, legal, and defense. The pattern transfers because the method does: learn the domain fast enough to challenge the requirements, then use AI to build beyond them.
Full-stack development. LLM orchestration. Domain-driven design. One person, AI-native.
SELECTED WORK
Three in production. Two pre-production. One in alpha. One in build.
Vendor-agnostic document AI · live in production
"Twenty-four enterprise processors, confidence-tiered fallback, one normalized output. Most contracts stop at the cheapest tier."
Client portal for an auto retail group · powered by DocFields.ai
"Cross-document conflict detection, append-only attestation per field. No human keystroke between document upload and the underwriting payload."
Decision-tree document-set engine · live for over a year
"Thirty-five nodes. Thirty-four document types. Three languages. The graph decides which papers a customer must upload — and which stack to demand when the easy answer fails."
Autonomous purchase-document validation for an enterprise BMS
"Every field on the contract cross-checked against every other document in the bundle. Most files clear without an operator touch."
Sub-second voice catalog agent · askalog.com (alpha)
"Ask in Spanish, get the car. Sub-second, deterministic, zero hallucinated prices — the unit economics of voice commerce, finally."
Real-time agentic translation for regulated meetings
"KUDO sells you interpreters. Wordly sells you captions. SmithVox sells you a tamper-evident multilingual transcript — in the speaker's own voice — and a chair agent that keeps the meeting from drifting."
Aspect-based sentiment with sector RAG · whyrating.com (pre-production)
"Thirty-six primitives, intensity-scaled, anchor-grounded to the verbatim review text. Reputation noise becomes a queryable underwriting signal."
INTERMISSION
If a regulated AI build sounds like your problem, let's talk.
METHOD
Learn the domain fast enough to challenge the requirements, then use AI to build beyond them.
PHOTO №01 · F/A-18 HORNET
BACKGROUND
A decade as a fighter pilot and Operational Safety Officer in the Spanish Air Force. Operational discipline transferred to software architecture: systems either work under pressure or they fail people. That standard runs through every project here — the audit trails, the deterministic guards, the field-level provenance.
The same loop in both jobs: understand the operation first, then build what it actually needs. No improvisation on critical fields. No undeclared exceptions in production.
CONTACT
I'm building AI-native products in regulated industries. If you're a founder, operator, or investor with a problem worth attacking and the network to put it in front of customers — let's talk.
Address revealed on click · spoofing-resistant
ALSO BUILDING
