From research to production.

One engineer, accountable from the first conversation to the running system. No sales-to-delivery handoff. No junior team inheriting the work once the contract is signed.

I research, design, automate, and deploy AI systems for regulated industries — healthcare, finance, environments where compliance isn’t optional and demos don’t count.

Shipping software since 2006. The lesson: most projects fail at handoffs, not at code. Fewer people, closer to the problem, with authority to decide.

One engineer does not mean one pair of hands. Christian Hellsten directs the work, reviews every output, and signs his name to it. The agents below do the rest.

The workforce

Christian Hellsten

Founder & Engineer

Directs the workforce. Reviews every output. Accountable for what ships.

  • developer

    Designs, writes, refactors, and ships code

    PRs, ADRs, deployed services

    I don't ship code I can't explain in an ADR.

  • writer

    Drafts, rewrites, and edits articles, notes, and copy

    Articles, notes, marketing copy

    If a sentence doesn't change what you know, I cut it.

  • designer

    Defines look-and-feel and produces UI implementations

    Mockups, design tokens, frontend components

    I design the system once, so the hundredth screen costs what the first did.

  • brand-strategist

    Defines positioning, voice, IA; reviews messaging on-brand

    Brand-key, voice files, IA reviews

    Positioning is mostly deciding what you're not.

  • marketer

    Distribution, ICP, channel, launch copy, SEO

    Launch plans, landing-page copy briefs, SEO clusters

    I'd rather reach the hundred people who'll buy than the hundred thousand who won't.

Practice areas

The same workforce, directed at domains where the standards are non-negotiable.

  • Healthcare

    Clinical systems built on the standards the industry already settled on — FHIR, HL7, OMOP.

    Integrations, clinical pipelines, MDR-aware tooling

  • Finance

    Market data and reporting wired to the systems of record.

    Trading integrations, data pipelines, SEC/EDGAR tooling

VAT ID

FI20537825 (2053782-5) — registered in Finland.

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