Taqania

AI readiness

Would an AI programme survive here?

Twelve questions across the four things that decide it. This is the short form of the assessment we run over four weeks — same axes, same scoring, same willingness to tell you not to invest yet. Nothing you enter leaves your browser.

01 Is there a single authoritative record for your main entity — customer, citizen, asset?
02 Can you trace where a given field’s value came from?
03 Could a new system read the data it needs without a manual export?
04 Are document permissions current, and enforced by the system rather than by convention?
05 Is there a written accuracy threshold that would stop a launch?
06 Is a named person accountable for an AI system’s behaviour after launch?
07 Can a new service reach production without a bespoke project each time?
08 Would you see an AI system misbehaving?
09 Is Arabic handled correctly today — search, extraction, encoding?
10 Who operates the system after handover?
11 Are success measures agreed with the business before work starts?
12 Have previous pilots reached production?

0/12 answered

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The full assessment tests these answers against your actual systems and data, and ends in a written set of findings with a sequence, costs and owners attached.

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