# Datavexa

> Datavexa is a data & AI consultancy. We fix the data foundations that make AI actually work — with one senior team that both advises and builds, shipping outcomes in weeks. Our one-line thesis: **Fix the data. The AI part gets easy.**

## What we believe

AI does not fail because the models are weak. It fails because the data underneath is not trusted, not reliable, or not affordable to run. We remove those constraints in order, so that when a customer turns AI on, it works — and keeps working. We call this "AI with Responsibility": we accelerate value only when the data is trusted.

## The offering (three frameworks + one payoff)

- **Clarity** — Removes metric conflict. Aligns metric definitions, ownership, and governance so leadership decisions rest on one trusted view. This is the semantic layer AI reasons over. Answers: "Do we agree on what the numbers mean?"
- **Foundations** — Removes slow, fragile, manual delivery. Reliable, monitored, well-modelled pipelines — the dependable serving layer AI consumes. Answers: "Can we produce trusted data reliably?"
- **CORE** — Removes cloud execution risk. FinOps cost allocation, performance baselines, and compliance controls tied to architecture, so AI is affordable and defensible in production. Answers: "Can we run it at scale without breaking the budget or the rules?"
- **Advanced AI** — The payoff. Once the relevant constraints are cleared, AI use cases (assistants, forecasting, anomaly detection, attribution) scale on solid ground: trusted, reproducible, affordable.

A 9-question diagnostic decides the entry point. Most organisations need one or two rungs, not all three.

## How we work

One senior team, advisory and implementation combined — no hand-offs. Embedded, outcome-accountable, and fixed-scope, with a first shipped outcome in two to three weeks. We build capability inside the customer's team rather than dependency on ours.

## Proof (anonymised)

- A fast-scaling US retail-commerce platform: core data platform rebuilt with net-sales parity held to -0.007% across ~$85M of monthly revenue — zero disruption to trusted numbers.
- Delivered across a top-5 European grocery retailer, a global FMCG multinational, a global pharmaceutical leader, a talent-assessment scale-up, and an Iberian industrial group.

## Key pages

- [Home](https://datavexa.com/): overview, frameworks, path to AI, proof.
- [Clarity](https://datavexa.com/clarity): metric trust and governance framework.
- [Foundations](https://datavexa.com/foundations): reliable data delivery framework.
- [CORE](https://datavexa.com/core): cloud cost, reliability, and compliance framework.
- [Diagnostic](https://datavexa.com/diagnostic): free 2-minute AI-readiness score.
- [Work](https://datavexa.com/work): anonymised client engagements, sectors, and outcomes.
- [Insights](https://datavexa.com/insights): field notes on data foundations and AI readiness.
- [Careers](https://datavexa.com/careers): we're always talking to exceptional senior data/AI people.
- [Contact](https://datavexa.com/contact): book a call with a senior partner.

## Contact

info@datavexa.com · +351 932 266 662