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Home/Services/AI/LLM Evaluation & Observability

LLM Evaluation & Observability

Knowing whether the system is working, before and after it reaches production.

Discuss this workAI & Data Solutions

What this involves

Evaluation sets, scoring harnesses and dashboards that make model behaviour measurable. Once live, we instrument latency, cost, refusal rate and drift, so a regression shows up as a number rather than a complaint.

AIAI & Data Solutions
Included in the engagement
i.Offline evaluation sets and harnesses
ii.Red-teaming and safety testing
iii.Latency, cost and token telemetry
iv.Drift detection and alerting

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AI Transformation

A sequenced plan for putting AI into a business that already has systems, staff and obligations.

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Generative AI

Assistants, drafting and document work grounded in your own corpus, with citations you can audit.

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Agentic AI Development

Tool-using agents scoped to one business process, with permissions and a full trace.

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Multimodal AI & Document Intelligence

Turning contracts, claims, invoices and scans into structured records you can query.

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Tell us what the outcome has to be.

An hour with the engineers who would do the work, and a written view on feasibility and rough cost.

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