Pricing

Transparent pricing. Start free — no commitment.

Every engagement begins with a free bilingual snapshot. If the findings are useful, we can go deeper. No lock-in, no obligation.

Free — no credit card

Free Bilingual Snapshot Report

Tell us your AI use case and one or two sample prompts. Within 48 hours, we send back a 2-page report showing how your model performs in Arabic vs English — with a gap score, risk classification, and a plain-English summary of what we found.

  • English vs Arabic response comparison for your specific use case
  • Cross-lingual gap score and information density ratio
  • Risk classification: Low / Medium / High / Critical
  • 2–3 specific gaps identified with plain-English explanation
  • A recommendation on whether to proceed, pause, or investigate further
  • No data retained after report delivery
Request Your Free Snapshot →

Mention "Free Snapshot" in the contact form. We respond within one working day.

Dalīl Group
Bilingual Snapshot Report
CONDITIONAL PILOT
Overall verdict
English completeness High — 94 words
Arabic completeness Moderate — 41 words
Key items covered 4 of 7 items
Gaps identified
Arabic response omits income threshold, processing timeline, and appeal window — creating risk of user misguidance on a legally consequential process.
Free Delivered within 48 hours
Paid Assessments

Full Assessments & Ongoing Assurance

When the snapshot identifies risk, or when you need a formal evidence base for procurement, governance, or compliance, a full engagement delivers structured findings and a deployment verdict.

Core Assessment
Readiness Assessment
£1,500
Fixed scope · 5–7 working days
For organisations evaluating one AI system in one use case. Delivers a structured Readiness Report with a deployment verdict and specific remediation recommendations.
  • Up to 20 structured bilingual test prompts
  • English vs Arabic completeness analysis
  • Gap identification with risk classification
  • Bias and reliability findings
  • Deployment verdict: Approved / Conditional / Restricted / Not Approved
  • Written Readiness Report (PDF)
  • 30-minute findings call
Get Started →
Most Popular
Bias & Reliability Audit
£3,500
Fixed scope · 10–14 working days
For organisations that need a thorough evidence base before deployment — covering bias, cultural integrity, hallucination risk, and regulatory completeness across both languages.
  • Up to 40 structured bilingual test prompts
  • Full cross-lingual completeness & consistency analysis
  • Bias pattern identification with annotated examples
  • Cultural integrity review (dialect, register, context)
  • Hallucination and reliability assessment
  • Regulatory completeness check (sector-specific)
  • Full Audit Report (PDF) with executive summary
  • 60-minute findings presentation to your team
  • Remediation roadmap with prioritised actions
Book an Intro Call →
Ongoing Assurance
High-Trust Pilot & Monitoring
£POA
Quarterly retainer · scoped per engagement
For organisations running live bilingual AI in regulated or high-trust environments. Includes quarterly re-evaluation, model update monitoring, and a named assurance contact.
  • Quarterly bilingual re-evaluation reports
  • Model update impact assessment
  • Ongoing regulatory alignment checks
  • Named Dalīl assurance contact
  • Priority turnaround for urgent reviews
  • Annual governance summary for board reporting
  • Discounted rates for additional use cases
Discuss Requirements →

What's included in each tier

A clear breakdown so you know exactly what you are getting before you enquire.

Feature Snapshot
Free		 Readiness
£1,500		 Audit
£3,500		 Pilot
POA
Evaluation depth
Bilingual response comparison✓✓✓✓
Structured test prompt suite—20 prompts40 promptsCustom
Gap analysis with risk classificationSummary✓✓✓
Bias pattern identification—Basic✓ Full✓
Cultural integrity review——✓✓
Regulatory completeness check—✓✓ Deep✓
Deliverables
Written report (PDF)2 pagesFull reportFull + exec summary✓ Quarterly
Deployment verdict✓✓✓✓
Remediation roadmap—Summary✓ Prioritised✓
Findings call—30 min60 min✓ Named contact
Turnaround
Delivery time48 hours5–7 days10–14 daysAgreed schedule

Common questions

Do I need to share production data or proprietary content?
No. Assessments can be structured using synthetic scenarios, public benchmark prompts, or redacted sample material. For organisations that cannot share live data, we design the test suite entirely from domain-representative public examples. If you do share materials, we handle them under a data processing agreement and delete them after delivery.
We are a small law firm — is this relevant for us?
Yes — and it is increasingly important. If you use AI for document review, client communication, legal research, or any bilingual workflow involving Arabic-speaking clients, the risks of uneven performance are real. A snapshot report is a low-commitment way to find out whether there is a problem before it becomes a liability.
What does the free snapshot actually tell me?
It gives you a concrete, evidence-based answer to: "Does my AI perform differently in Arabic vs English for my specific use case?" You receive a gap score, a risk level, and 2–3 specific things that were found. It is not a complete audit, but it tells you whether a full assessment is warranted — and gives you something concrete to show internally.
Can the report be used in a procurement or compliance process?
The full Readiness Assessment and Audit reports are structured specifically to be useful in procurement, governance, and compliance contexts. They include a deployment verdict, evidence of testing, and specific remediation recommendations — the kind of documentation that risk, legal, and procurement teams require. We do not provide regulatory certification, but our reports can inform those processes.
How do you handle Arabic content — do you have Arabic-speaking specialists?
Yes. Cross-lingual evaluation is our core specialism. Our methodology includes structured bilingual testing, native-speaker review for cultural and dialect accuracy, and domain-specific prompt sets for each sector. We do not rely solely on automated metrics — human review is part of every full assessment.
What if I want to evaluate more than one system or use case?
Each tier covers one use case. For multiple systems or use cases, we provide a scoped proposal with a combined rate. The High-Trust Pilot tier includes discounted rates for additional use cases added during the engagement period.

Start with a free snapshot — no commitment

Tell us your use case and we will send back a bilingual gap analysis within 48 hours. No credit card, no contract, no obligation.

Request Free Snapshot → Try the Live Demo