ServicesData & AI Solutions

Production intelligence, not proof-of-concept talent.

LLM, RAG, MLOps, streaming, analytics, warehouse and platform specialists evaluated against real production data environments.

Start your shortlistSee what Prism verifies
Positioning

The gap is rarely modelling. It is everything after.

Most data and AI candidates can describe a model. Far fewer have carried one into production, watched it drift, and owned the correction — which is exactly the capability that decides whether your platform earns trust.

Prism screens for pipeline ownership, evaluation discipline, cost awareness and governance around sensitive data, because those are the dimensions that separate a demo from a dependable system.

A model nobody maintains is a liability with good early metrics.
Capability lens

What Prism verifies before a data or AI specialist reaches you.

Production reality, tested by a practitioner who can tell the difference between a pipeline and a prototype.

  1. Pipeline ownership

    Something the candidate built, shipped and then kept running under real freshness expectations.

  2. Evaluation discipline

    How correctness, drift and regression were measured — before a business user reported the problem.

  3. Platform governance

    Lineage, access and handling of regulated or sensitive data as part of the engineering work.

  4. Business consequence

    The measurable use the work actually served, described without inflation.

Evidence & Governance

What arrives with every data and AI submission.

Enough context for your team to assess fit instead of re-running the screen.

01

Production narrative

The system owned end to end, including what broke and what changed afterwards.

  • Pipeline
  • Ownership
02

Evaluation evidence

How quality was defined and monitored, and what the candidate did when it slipped.

  • Drift
  • Monitoring
03

Data governance

Privacy, lineage and access posture confirmed during screening, not assumed at onboarding.

  • Lineage
  • Privacy
04

Commercial clarity

Rate, availability and authorization settled before technical interest builds.

  • Rate
  • Start date
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Start with the platform

Brief a data and AI search.

Describe the data estate, the failure you cannot afford and the deadline. Prism calibrates the evidence standard around it.

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