01 / 06
Growth Marketing
Demand that compounds.
Positioning, performance and content on a single measurement spine, so every euro spent teaches the next one where to go.
- Brand & positioning
- Paid acquisition
- SEO & content
- Lifecycle automation

Initialising descent
00%
Vironautics / Sousse, Tunisia
Growth, software and applied AI from one crew in Sousse — built to ship, run in production, and compound.
02 / Brief
03 / Capabilities
01 / 06
Demand that compounds.
Positioning, performance and content on a single measurement spine, so every euro spent teaches the next one where to go.

02 / 06
Built to be handed over.
Platforms, internal tools and integrations — documented, tested, and yours on day one. No lock-in, no mystery.

03 / 06
We run what we build.
Our own products live in production under real customer load — which is why our delivery estimates and architecture opinions hold up.

04 / 06
Decisions, de-risked.
Audits, architecture reviews and roadmaps that end in a decision you can defend to a board — before budget is committed.

05 / 06
Models in production.
Retrieval, agents and fine-tuning — shipped with the evaluation harness and guardrails that keep them honest after launch day.

06 / 06
Intelligence, embedded.
Assistants, semantic search, summarisation and automation — inside the product you already run, behind your existing auth.

04 / Method
T+Week 0
We map the terrain before touching code: the commercial goal, the constraints, the systems already in place, and the one metric the work must move.
Scoped brief + success metric
T+Week 1
Architecture and interface designed as one. You see real screens and the real data model before the build is approved.
Prototype, architecture, fixed estimate
T+Weeks 2 – N
Two-week increments against a visible board. Every increment is deployed, tested and demoed. There is no invisible progress.
A shipping increment every 2 weeks
T+Ongoing
We instrument, measure and keep improving. Handover includes the dashboards and the documentation — not just the repository.
Instrumentation, docs, ownership
05 / AI & Products
01 / Operations suite
Projects, resourcing and billing for service companies — one timeline from signed proposal to paid invoice.
02 / Marketing intelligence
Ad, CRM and product data unified into one attribution model, so spend decisions stop being argued from screenshots.
03 / AI enablement
The retrieval, evaluation and guardrail layer we drop into products to take an AI feature from demo to production.
copilot-core // eval stream
LIVE
$ copilot-core eval --suite support-agent --against v6
› loading 1,240 test cases ............ done
› retrieval@5 ......................... 0.94
› hallucination rate .................. 0.8%
› guardrail violations ................ 0
› regression vs v6 .................... +3.1%
✓ gate passed — promoting v7 to production
Sample output · illustrative
06 / Reach
07 / Touchdown / Sousse, Tunisia
Tell us the outcome you need. You get a scoped proposal with a fixed first milestone within 48 hours — no discovery invoice attached.