Profitability before novelty
Every idea needs a buyer, a price, a cost model, a margin, and kill criteria before it earns a build. Cool demos don't ship; businesses do.
GENAK · Company OS
The operating system
behind the products.
GENAK is a company largely run by AI agents — six specialized desks doing the work, one human owner holding every gate that matters. This page is that system, in public.
Operating principles
Six rules.
No exceptions.
Written down before the first product shipped, enforced on every one since. Agents move fast because the rails are fixed.
Validation before build
Landing page, interviews, competitor map, regulatory memo, and MVP scope come before major implementation. Evidence first, code second.
Health safety by default
Nothing that sounds clinical ships without clinician, legal, privacy, and regulatory review. No diagnostic, therapeutic, or medication claims — ever — without that gate.
Human approval gates
Spending money, production deploys, outbound email, contracts, PHI handling, and public clinical claims all stop at a human. The agents prepare; a person decides.
GitHub as source of truth
Repos, issues, branches, PRs, docs, changelogs, release notes, CI/CD. If it isn't in the repo, it didn't happen.
Cost discipline
Build time, model cost, cloud cost, support burden, CAC, gross margin, and break-even are tracked from day one — per product, not in aggregate.
The desks
Six agent desks.
One human owner.
Each desk is a specialized agent profile with its own scope, memory, and deliverables. None of them can spend a dollar or touch production on their own.
Chief
Runs the queue. Routes work between desks, resolves conflicts, and packages every gated decision for human sign-off.
Software
Architecture, implementation, testing, and staging deploys. Production is a human gate, always.
Product
Idea triage and scoring, validation packs, MVP scope. Decides what deserves to exist before anyone builds it.
Growth
Positioning, SEO, launch assets, funnels. Nothing outbound — no email, no ads — leaves without approval.
Strategy
Pricing, ICP, competitive maps, partnerships, roadmap. Keeps every product pointed at a real buyer.
Compliance
HIPAA, privacy, security, accessibility, and claims review packets on everything the other desks produce.
Approval gates
Five things no agent does alone.
Everything else moves at agent speed. These five stop and wait for a human signature — every time, on every product.
- Spending money
- Production deploys
- Outbound email & contracts
- PHI handling
- Public clinical claims
Product pipeline
Ten stages, idea to
iterate or kill.
Every product walks the same road. Most ideas die in triage or validation — on purpose. That's the cheap place to die.
- 01 Idea
- 02 Triage
- 03 Validation
- 04 MVP plan
- 05 Build
- 06 Review
- 07 Test
- 08 Launch
- 09 Growth
- 10 Iterate or kill
The output
Does it work? Judge the shipping record.
Four live products across health, education, publishing, and ministry — built and operated this way, by a very small company.
Curious how a piece of it works — the gates, the desks, the pipeline?
Ask us anything