AI web & mobile apps, built end to end.
AI product management and delivery from market research to production, plus enhancements to the products you already run.
What's included
Market research and ideation
Before anything gets built: who wants this, who already sells it, what they charge, and whether the idea holds up. Plenty of ideas do not survive this stage, and that is the point of having it first.
Requirements and product strategy
User stories, acceptance criteria, success metrics, and scope agreed before development starts, so nobody discovers the real requirements in month three.
Design and architecture
UX, data model, integrations, and system architecture drawn up front. Including the unglamorous decisions about where data lives and how it moves.
Development, web and mobile
Built in Agile sprints by engineers, with working software demoed every week. You see it running long before it ships.
QA and hardening
Test coverage, edge cases, failure modes, human-in-the-loop controls, and auditability. The standard Alec delivered under financial-services regulation.
Production and handover
Deployment, monitoring, documentation, and enablement, so the product keeps running whether or not we are still in the room.
Enhancements to what you already have
Most product work is not a blank page. We take a product that already exists, find where AI adds real value, and ship it into your roadmap without breaking what works.
Enterprise Agile delivery
Backlog management, sprint planning, demos, and release discipline run the way they are run on large programs. Alec is PMP, CSM, CSPO, and SAFe 6 Agilist certified, and has led delivery teams across the US, India, and Poland.
Embedded delivery teams
If you need hands rather than advice, we bring engineers, QA, and product management as a working team, run to the same delivery standard rather than dropped in as bodies.
Fractional AI product leadership
If you have engineers but no one who can own AI product direction, Alec can run that function alongside your team rather than replacing it.
The track record
An enterprise AI sanctions-screening product taken through the full lifecycle and into production in roughly 90 days, absorbing work that previously required about 180 roles.
Whether you have an idea and no idea where to start, a product that needs to get better, or engineers who need someone to own AI product direction, we take it from research to production.
Engagements start at $5K · most projects $10K–$50K · fixed price

The work that should already be running without you.
A missed call answered and booked while you're on a job. A quote that chases itself. Thirteen systems that keep working while you're with a client, or asleep.
Ready to transform how you grow?
Start with a free 30-minute AI Opportunity Assessment. You'll leave with a clear map of where AI creates measurable value in your business, whether we work together or not.
