Skip AI/ studio
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STUDIO 3 to 5 people Paris · Jerusalem

Your projects untangled,
shipped in weeks.

A still-fuzzy idea, a project that's just starting, a backlog piling up, a system that's stuck — we take your tech projects wherever they are. We listen, we untangle, we structure, we ship. Architecture, applied AI in check, automation, review of what you already have, technical audits.

available · projects $2.5k → $95k · first conversation free, reply within 24h
Let's talk about your project → See client cases ↓
→ See all 30+ studio projects
SKIP AI — IN 4 NUMBERS
0+
projects shipped to production
01 / DELIVERED
−0%
time saved on automated tasks (average measured across our projects)
02 / IMPACT
<0h
reply to every brief we receive
03 / RESPONSIVENESS
0%
of clients still working with us
04 / RETENTION
§ 01 — THREE CLIENT CASES

Three real situations where our clients gained time, clarity and control.

Each case starts from a concrete pain. Here's how we solved it — and what the client gained. Some clients stay under NDA; every fact is verifiable on request. The other 27 cases are in the catalog →

CASE 01CRM

HASTAM — a CRM that finally speaks the language of the trade

Client Traditional craft workshop · Duration Several months
We tried three off-the-shelf CRMs. None of them understood our craft.
— WHAT WE DID

Built a fully hand-tailored CRM. Every item status, every transition, every role (craftsperson, supervisor, beneficiary) designed together with the workshop.

— WHAT THE CLIENT GAINED

The tool was part of daily work from day one. Zero adoption battle, the trade's own vocabulary respected.

  • no heavy training required
  • fast changes on demand
  • 5 business roles built in natively
WordPress Alpine.js workflow states multi-role
FIG. 02.A — WORKSHOP TABLE ITEM #A-47 craftsperson supervisor beneficiary admin audit DRAFT WORKSHOP DRAFT WORKSHOP REVIEW APPROVED
0roles
CASE 02AUTOMATION

Solar VAT — zero manual entry on tax filings

Client Solar installer, high volume · Duration Several months
We spent whole half-days retyping the same fields into the tax portal.
— WHAT WE DID

An end-to-end pipeline: automatic reading of invoices, reliable AI extraction, automated submission to the portal. Human takes over only when the machine is unsure.

— WHAT THE CLIENT GAINED

Zero manual entry on the standard case. The half-days of retyping are gone. Reliability held over time.

  • full audit trail on every filing
  • smart handoff on ambiguous cases
  • data-entry errors eliminated
OCR AI extraction portal automation audit log
FIG. 03.A — TAX PRODUCTION LINE INVOICES SCAN OCR AI EXTRACT PORTAL SENT if unsure HUMAN HANDOFF
100manual entries

Does this kind of work speak to you?

First conversation free, we reply within 24h →
CASE 03CYBER

Regaining system control — critical incident, compromised access

Client Business portal — compromised access, data at risk · Duration A few days — emergency
Our administrator left and cut off every access. Nobody could get into our own system anymore.
— WHAT WE DID

Multi-layer recovery: DNS, hosting, super-admin, database. A full backup before any operation. Forensic audit of the lost access. Complete restructuring of permissions and data.

— WHAT THE CLIENT GAINED

Full control regained. Architecture cleaned up, recovery procedures documented. Never again dependent on a single person who knows.

  • critical access recovered within a few days
  • full backup before every operation
  • access matrix redistributed and documented
forensics DNS recovery access audit full backup
FIG. 10.A — BROKEN LOCK → CONTROL RESTORED × DNS admin × super-admin × database × hosting ACCESS COMPROMISED RECOVERY forensics + backup DNS recovered domain name brought back Super-admin restored permissions matrix rebuilt Database secured full backup + restructured Hosting locked down 2FA + key rotation CONTROL RESTORED + documented procedure SCOPE RECOVERED 4 critical access points recovered · full backup · forensic audit · recovery documentation delivered INCIDENT → RECOVERY → RE-ARMED
0channels
§ 02 — AND ALSO

Other projects, less talked about but just as real.

Shorter, more focused engagements, sometimes under NDA — to show the real range of what we work on.

01RNE — Company database in Rust

Instant search across millions of records: critical performance delivered by a Rust architecture.

Rustdata pipeline

02ShowMark — Audit and strategic advice

Production system audited in depth: action plan delivered in 5 days, prioritized recommendations.

auditadvisory

03Ouanouna — Lightning AWS campaign

Database built from 4 heterogeneous sources in 72h, AWS infrastructure sized for the deadline.

AWSETL

04BetterSignal — Data analysis pipeline

Heterogeneous feeds turned into actionable dashboards with Airbyte and modern data tools.

Airbytedashboards

05AgentFlow — AI agent platform

Foundations of a platform for orchestrating AI agents in a team, architecture documented.

AI agentsarchitecture

06Dream Israel — Real estate portal

Contact structure by department, internal routing, multi-channel communication.

CRMrouting
Explore all our projects →
UNDER NDA A European fintech — sensitive data processing An international hotel group — custom management system An AI sales-coaching platform — multi-LLM copilot
§ 03 — WHAT YOU GAIN WITH US

Four concrete reasons to trust us with your project.

— 01

You talk to the people who build.

No salesperson selling, no project manager translating. You deal directly with the people who architect and write the code. Zero loss between the promise and what gets delivered.

— 02

One studio, several disciplines.

Cyber, AI, code architecture, non-standard solutions. Each project calls on the right instincts — not the ones we happen to have in stock. We bring in sharp outside expertise when the need calls for it.

— 03

AI in check, not on blind faith.

Many deploy AI without measuring its limits. We treat it as a tool whose reliability we verify: multi-model consensus, contextual memory, human oversight where it matters.

— 04

Every stage, every format.

A fuzzy idea to frame, a project to start from scratch, a system to unblock, an audit to deliver: we take it on. Onboarding in 48h, scoping note within 7 to 10 days, first visible building blocks in 2 to 4 weeks.

Taking a system apart to understand how it really runs, then rewiring it differently — that's the discipline we apply to every project. Whether it's a piled-up CRM, an industrial pipeline or a third-party API, our instinct is always the same: open the hood before prescribing.
§ 04 — FOUR DISCIPLINES

Four disciplines, one studio.

Every project draws on these four instincts. We own them in-house, and bring in sharp outside expertise as needed. It's that mix that lets us take on work single-skill specialists turn down.

DISCIPLINE 01

Cyber & security

Access recovery, forensics, system hardening. We protect the data when things get hot.

DISCIPLINE 02

AI & agents

AI architectures in check — multi-LLM, RAG, agents. We measure reliability before we deploy.

DISCIPLINE 03

Code architecture

Systems that last over time. Clean foundations, solid patterns, zero debt swept under the rug.

DISCIPLINE 04

Non-standard solutions

Where others give up: reverse engineering, clean hacks, unexpected angles. Whatever doesn't fit a box, we pry it open.

§ 05 — OUR METHOD

Three phases, with no break between them.

I. UNTANGLE

We listen without pre-judging.

We untangle the request behind the request. We structure what was fuzzy. Nothing is coded yet.

Deliverable: a scoping note + a ballpark budget / timeline, cool-headed and honest.

II. STRUCTURE

We design the system.

We choose the building blocks, anticipate friction points, scope security and data. We validate it with you before the first line of code.

Deliverable: a technical diagram + stack choices reviewed with you.

III. DELIVER

We build, we ship, we stay.

Weekly iterations. Code, tests, living documentation. The system evolves with you, not against you.

Deliverable: a system in production + knowledge transfer to your team.

§ 06 — THE STUDIO

A small studio, two cities, zero middlemen.

A studio of 3 to 5 people — depending on the project. Paris and Jerusalem. Projects from $2.5k (a few focused days) to $95k (multi-month builds).

A flexible studio: we bring in the right expertise per project, with no permanent overhead. One point of contact from start to finish — no handoffs, no project manager translating.

Small by choice: you deal directly with the people who architect and deliver. No subcontracting chain, no turnover.

PAR ↔ JER · 3,400 km · UTC+1 / UTC+2
3,400 km PARIS UTC+1 48.85°N · 2.35°E JERUSALEM UTC+2 31.77°N · 35.21°E FR EN HE TWO TIME ZONES
§ 07 — ANSWERED UPFRONT

What you're wondering before you even send the brief.

The objections we hear most often — and the honest answer we give every time.

Q01 My project is fuzzy. Can I still reach out? +

Yes — it's actually our specialty. An honest 3-line brief beats a 40-page spec written for the sake of form. We untangle it together during the free first conversation — you leave with a clear first read, even if we don't end up working together.

Q03 I've been let down by an agency before. What's different here? +

No salesperson selling, no project manager translating. You talk directly to the people who architect and write the code. A studio of 3 to 5 — the ones who listen are the ones who deliver. Zero loss in transmission, zero gap between the promise and what gets shipped.

Q04 Tight budget — can I still be worth your while? +

We take on projects from $2.5k to $95k. A few focused days for a technical audit, or several months for a full build. What matters isn't the ticket — it's that the problem interests us, and that the budget matches the ambition. Tell us honestly where you stand, and we'll tell you honestly whether it's doable.

→ All frequently asked questions (timelines, distance, maintenance...)

§ 08 — LET'S TALK ABOUT YOUR PROJECT

A project in mind?

Send us a brief — even a rough draft, even 3 lines. First conversation free, reply within 24h with an honest first read.

First conversation free. We reply to every brief, even if it's not for right now.

First conversation free