Data Nexus
We are called in when a company’s operating system — data, pricing, process, platform — has broken or stopped scaling. We rebuild it as a structure.
2.3% → 17%
Conversion, after rebuilding a destroyed store in two months — BHM Store
AED 0
Additional budget for a 2.5× gain in time-to-market — Monastirev
15M rows
Transaction graph resolved in under two minutes on commodity hardware
Almost nobody who asks us for traffic needs traffic.
The brief arrives as a growth problem. Underneath it, the same three things are usually true: the processes were never set up, the CRM makes the pipeline invisible, and there are five thousand contacts in the database that no one has spoken to since they were acquired.
Buying more attention on top of that is the most expensive way to postpone the diagnosis. We would rather establish what is actually broken first — and quite often the revenue is already inside the company, waiting for a process that works.
Five practices, because the problems arrive together.
All services- 01
Systems
The platform itself — how it is structured, how it is built, and what happens when it breaks.
Platform architecture · Custom development · Anti-crisis recovery · UX & UI · Websites
- 02
Ventures
Turning an idea into something that exists, and taking what exists into a market that has never seen it.
Product studio · Market entry
- 03
Demand
Everything between a stranger and a paying customer: acquisition, search, CRM, and the base you already own.
Base reactivation · CRM & omnichannel · Growth marketing · SEO & GEO
- 04
Decisions
What the company knows about its own market and its own operations, and whether it can act on it.
Process audit · Strategy & research · Decision intelligence
- 05
Transactions
Deals, structures and the diligence that decides whether they are worth signing.
M&A due diligence · Private consulting
Sectors
Technology and complex B2B · Medicine and healthcare · Automotive and mobility · Consumer products built to spread · Scientific and research products · Education · Traditional business
Traditional business is on that list deliberately. The technology that reaches an established industry late is exactly the technology that hands an incumbent two or three years over competitors who will get to it eventually.
A boutique, deliberately.
You deal with the people doing the work, not an account layer. We write the specification ourselves — you correct it rather than compose it — and what comes out is a blueprint any competent team could build from. Source, infrastructure and accounts are in your name from the first commit.
And when a channel, a feature or a market is not worth your money, we say so, including when selling it would have been billable. That candour is the only thing that makes the rest of the advice worth reading.
What the work looks like.
All case recordsWe run five products of our own, under our own name.
All productsIntuition is not a strategy.
Probabilistic systems have to be constrained by a deterministic layer that encodes the invariants of the domain. The value is in the invariants, not in the model. It is the same argument whether it is applied to a transaction graph or to a pharmacy catalogue.
Invariant
Define what must remain true before deciding what should change.