Our mission
We make entities ready and measurable: evidence built once that serves every national index, numbers leadership can trust, and data that is ready for AI.
Why “Shawahid”?
Shawahid is Arabic for “evidence”: what proves the work was actually done. That is what we build for entities: evidence prepared once that serves every index, and numbers people can rely on.
What we believe
- Evidence is built once. Work that serves only one index is duplicated work.
- One number per question. A KPI that doesn’t lead to a decision is expensive noise.
- Open source first. We build on tools like OpenMetadata and Metabase to lower the client’s cost, not to sell licences.
- Data stays where it is. We work inside the client environment or in data centres within the Kingdom.
- Outcomes over hours. Every service has a delivery playbook and ready templates, and our contracts are built on deliverables.
Assets we bring
- The Takamul method: a unified framework covering five national indices, with 16 central pieces of evidence and a monthly readiness calendar.
- Index library: a detailed analysis of the national index documentation and research into their international reference frameworks, which shortens assessment and preparation time.
- Open-source tooling: an Arabic data catalogue on OpenMetadata and a data quality dashboard, ready to run in the client environment.
What we don’t do
We don’t do computer vision, process automation or marketing analytics, and we don’t resell licences on their own. Focus is what makes delivery reliable.