Studio · Bucharest · EU

Built on decisions, not decks

Maqqa Experience SRL—Decision Architecture for SaaS. Science-led product bets, one invoice path (maqqa.dev).

The studio

We install a scientific decision framework into SaaS roadmaps: falsifiable hypotheses, smoke tests that demand paid intent, feature autopsies, and Scale / Pivot / Terminate outcomes. Thirty years of delivery experience sit behind the radar—not in front of the brand. Verified builds exist, invite-only, after the market has spoken.

Maqqa Experience SRL is the Bucharest EU entity: B2B invoices in EUR, reference products on Work, and a clear method on Method.

Stress-Test calls are with the studio lead. We prioritise experiments over slide decks.

At a glance

BasedBucharest, Romania (EET/EEST)
Stress-Test callsTue & Thu 17:30–19:00 · Sat 10:00–12:00 · book or email async
Engagements14–30 day fixed offers · evenings/weekends by agreement
CompanyMaqqa Experience SRL
Reg.54256475
Contact[email protected]

How we got here

1990s–2010s

Web delivery through every cycle

Enterprise and product web—judgement about what lasts vs what’s fashion. Last line-management role 2014; individual contributor since.

2019–2024

Platform & CI at scale

Deep platform literacy—how code gets from commit to production. That’s the backbone of AEE++ verification, not slideware.

2024–2025

AI-assisted product chapter

Flask full-stack on document-heavy AI workflows. Consumer of models and APIs—owner of product experience and test doubles.

2025–2026

AEE dogfood sprint

Continuum membership stack: Django, Stripe webhooks, Celery, HubSpot, dual-run reconcile, smoke suites—the reference Grow implementation.

2026

Decision Architecture studio

Public offer spine shifts from eng sprints to Validation, Decision Architecture, and Feature Autopsy—RCT-backed de-risking for SaaS roadmaps.

What we believe

Falsify first

Pre-commit the metric. Mistaking noise for validation is how runway dies. Kill false positives early.

One variable at a time

Pivots that change price, segment, and product together teach nothing. Science-led pivots isolate the bet.

Build last

Engineering is invite-only after Scale. Delivery skill is the radar’s backbone—not the homepage pitch.

Where we’re going

The next twelve months

Services first: Decision Architecture and Validation as primary revenue—not commodity eng capacity.

Method public: Teach the scientific approach on Method; prove it on client roadmaps.

Invite-only build: Ship verified product only after experiments pass—keep the site uncluttered.

Services → · Reference work →