Models are updated, fine-tuned, and replaced — often without notice. Continuous Assurance keeps your Arabic–English AI performance evidenced, monitored, and governance-ready, quarter after quarter.
An evaluation tells you how a system performed against the agreed test scope at a particular point in time. Three things change after that day — and each can silently reopen the gap between English and Arabic performance.
Vendors ship model updates continuously. A version change that improves English answers can degrade Arabic completeness, tone, or accuracy overnight — with no changelog entry to warn you.
Regulators and boards in the UK and GCC increasingly expect ongoing monitoring evidence, not a single point-in-time report. Continuous records are becoming the standard of care.
Your prompts, knowledge base, and users evolve. Small changes compound, and Arabic-language quality is usually the first to slip — and the last to be noticed internally.
We establish (or inherit) a full bilingual evaluation of your system — the reference point every future cycle is measured against.
Each quarter we re-run the structured prompt suite in both languages and score the deltas against your baseline and sector thresholds.
You receive a written report with a clear verdict: stable, improved, or regressed — with evidence and severity classification for every finding.
Where regressions appear, you get prioritised remediation steps — and re-testing after fixes is included in the cycle.
Continuous Assurance is for organisations already running — or about to launch — bilingual AI in environments where a silent regression carries real regulatory, legal, or reputational cost: government services, banking, healthcare, legal practice, and enterprise systems serving Arabic-speaking users.
Scoped by workflows, models, languages, and review frequency — not seats. Indicative "from" pricing is agreed at scoping.
One workflow. Quarterly bilingual re-evaluation against your baseline, regression scorecards, and a written report each cycle.
Multiple workflows. Everything in Monitor plus model update impact assessments, policy and prompt-change reviews, and a quarterly executive assurance pack.
Everything in Govern plus private or client-side delivery, priority release-gate reviews, incident support, and a named senior advisor.
Tell us about your live system and its risk profile, and we will scope a monitoring cadence that fits your governance requirements.
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