04 / Readiness · Marahel product

Know where you stand before you build.

Jahiz maps your data, infrastructure, governance, and team skills against your AI ambitions — and returns a scored roadmap of what to build first, what to fix, and what to leave for later.

34 checks, five areas Scored roadmap 3–4 week engagement
Jahiz — readiness report
72
Ready to pilot34 checks across five areas · completed today
Data foundations82
Infrastructure74
Governance & PDPL68
Team skills58
✓ Strongest area — data foundations → Recommended first build: customer support with Morshed
What it does

Assessment first. Ambition second.

Most AI projects fail on foundations, not models. Jahiz finds the gaps before they cost you a pilot.

01Data foundations

Where your data lives, how clean it is, and whether it can feed the systems you want to build.

02Infrastructure & hosting

What can run in the Kingdom today, what needs private cloud, and what belongs on-premises.

03Governance & PDPL

Compliance posture, data-protection gaps, and the approvals your projects will need.

04Team skills

Who can build, who can operate, and where training or hiring changes the plan.

05Use-case fit

Your candidate projects ranked by feasibility and impact — not by hype.

06Scored roadmap

Everything lands in one scored report with a sequenced plan your leadership can act on.

How it works

Three to four weeks, start to report.

01Discovery

Workshops with your business and technical leads to map ambitions and constraints.

02Assessment

Thirty-four checks across the five areas — evidence-based, not questionnaire-only.

03Scoring

Findings are scored, weighted, and pressure-tested with your team.

04Roadmap

You receive the report, the roadmap, and a recommended first build — with our reasoning.

Where it fits

Who runs Jahiz first.

01
Government entities

Before committing budget to AI programmes, know what the foundations can support.

02
Enterprises

Turn a vague AI mandate into a sequenced, defensible plan.

03
Non-profits

Small teams, big missions — find the one project worth doing first.

04
Boards & leadership

An independent, evidence-based answer to “are we ready, and what would it take?”

What you receive

A report you can take to the board.

01
Readiness score

A single defensible number, built from 34 checks across five areas — with every check documented.

02
Gap analysis

Exactly where data, infrastructure, governance, or skills fall short of your ambitions — and how much it matters.

03
Twelve-month roadmap

What to build first, what to fix before building, and what to deliberately postpone.

04
Pilot recommendation

The one first project with the best odds — scoped, justified, and ready to start.

Hosted in Saudi ArabiaManaged deployments run on infrastructure inside the Kingdom, with private-cloud and on-premises options.
PDPL-readyData handling designed for Saudi data-protection requirements from day one.
Arabic-firstBuilt for Arabic and fluent in English — not translated after the fact.
Build with Marahel

Let’s build what comes next.

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