Home · The method

Measurable first. Then real.

Most AI programs die in the gap between the diagnosis and the cure — a maturity score lands in a slide deck, and nobody builds the thing. The wedyan method closes that gap. Five steps, one continuous climb.

1

Assess

Score readiness on evidence, 0–5 across every axis.

2

Prepare

Make the data AI-ready — clean, governed, structured.

3

Build

Develop the tools that bridge the hardest gaps.

4

Adopt

Manage the change so AI gets used, not shelved.

5

Track

Watch maturity climb over time on Masar.

01 · Assess

An honest score, earned on evidence.

We measure you against a national-grade standard across seven dimensions — and every level has to be backed by evidence, not a workshop consensus. You leave with a number you can defend to a board.

  • 0–5 per dimension
    scored on coded evidence — auditable and reproducible
  • Weakest-link analysis
    where the gap is costing you the most
  • Gap-to-next-level
    exactly what unlocks the next rung on each axis
See what we measure
02 · Prepare

Fix the foundation everything stands on.

Pilots rarely fail on the model — they fail on the data underneath it. We make your priority data AI-ready: discoverable, clean, governed, and structured, with the standards (and the PDPL line) that keep it that way.

  • Data governance & ownership
    stewards, classification, and a catalogue people use
  • Quality & pipelines
    profiled, remediated, and served for model use
  • Compliant by design
    PDPL-aligned, residency respected, audit-ready
CLEAN AI-READY
03 · Build

Tools that bridge the real gaps.

The assessment points to where AI will actually move the needle. We build those tools — custom models, copilots, automations — on top of the data we just prepared, and ship them into the process instead of a demo sandbox.

  • Use-case prioritisation
    value × feasibility, not the loudest idea in the room
  • Production engineering
    MLOps, evals, and guardrails so it survives contact with reality
  • Responsible by default
    fairness, robustness and explainability checked before go-live
How Masar tracks it
Copilot · automationCustom modelsPrepared data layer
04 · Adopt

The last mile is a people problem.

A tool nobody uses is shelfware with a license fee. We engineer for adoption from day one — training, change management, and the literacy that reaches past the specialists — so the build turns into behaviour.

  • Role-based enablement
    literacy for the many, depth for the few
  • Change management
    workflows redesigned around the tool, not bolted onto it
  • Measured usage
    adoption tracked as a first-class metric, not assumed
launchembedded
05 · Track

Readiness is a climb, not a certificate.

A score in a PDF is stale within a quarter. On Masar, your maturity stays measured continuously — gaps become initiatives, initiatives get owners and dates, and finishing them re-verifies the axis so the trend line keeps moving.

  • Live, evidence-based score
    always current, always audit-ready
  • Roadmap of initiatives
    the gap turned into owned, dated work
  • Trend & benchmark
    your climb over time, against your sector
Explore the platform
Q1Q2Q3Q4

How we run it with you

Two ways to make the climb.

The method is the same. What changes is who holds the wheel — and you can switch the moment it makes sense.

Self-driven

You lead — the platform is your compass

For organizations with the calibre to run it internally. Masar structures the effort, scores your evidence, and tells you the next move. Your internal lead self-attests; the score is badged "self-attested."

  • Subscription to the Masar platform
  • Guided diagnostics & improvement roadmap
  • Upgrade to wedyan verification anytime
wedyan-assisted

We walk it with you, end to end

Our assessors independently verify the evidence, and our team prepares the data and builds the tools alongside you. The score carries "independently verified by wedyan."

  • Per-engagement, priced to scope
  • Independent verification & curation
  • Hands-on data & build delivery

Start with an honest number.

Take the free self-check for a gut read in a minute — or book the evidence-based assessment and begin the climb for real.