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Know Your Team’s
AI Abilities

We run evidence-based diagnostics, realistic AI drills, and capability benchmarks to quantify how your teams search, prompt, verify, integrate, and govern with AI. Get a clear Team AI Readiness Profile with prioritized improvements.

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Prompting & Retrieval Verification & Safety Workflow Integration Policy & Governance Change Enablement
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What we measure

  • Team-level AI skills: querying, prompting, decomposition, tool-use.
  • Quality & speed on realistic tasks (accuracy, bias, cost).
  • Safety & governance: verification, citation, data handling.

What you get

  • AI Readiness Score & radar.
  • Team profiles (strengths, gaps, risk flags).
  • 90-day enablement plan with quick wins.

Why it works

  • Benchmarks mirror your domain tasks.
  • Independent, model-agnostic evaluation.
  • Guided interventions that stick.

Offerings

AI Team Diagnostic (2–3 weeks)

  • Discovery, baseline drills, interviews.
  • Team AI Readiness Profile & report-out.
  • Exec briefing with prioritized actions.

Capability Uplift (6–12 weeks)

  • Targeted enablement: prompting, retrieval, agentic flows.
  • Playbooks, scorecards, live coaching.
  • Before/after metrics with ROI lens.

Governance & Safety Sprint

  • Risk assessment, verification frameworks.
  • Human-in-the-loop guidelines & auditing.
  • Policy draft + adoption plan.

Custom Benchmarks

  • Domain-specific scenarios (sales, research, ops).
  • Multi-model + toolchain comparisons.
  • Leaderboards and continuous QA.

Snapshot Metrics

Accuracy@K Measures correctness across checkpoints.
Cost & Latency Tracks run-time & spend trade-offs.
Safety Flags Hallucination, leakage, bias triggers.
Adoption Usage depth, sharing, repeatability.

Method

  1. Scoping — align goals, roles, constraints.
  2. Instrumentation — tasks, prompts, data, guardrails.
  3. Drills — timed scenarios, pair/solo trials.
  4. Profiling — scoring, risk mapping, patterns.
  5. Enablement — targeted practice & playbooks.

Who we work with

  • Product & Design teams adopting AI copilots.
  • Research & Analytics groups scaling retrieval/agents.
  • Operations & CS teams piloting AI workflows.

Design Strategy

Assess ideation prompts, critique loops, and decision hygiene.

Research Acceleration

Benchmark retrieval, synthesis, and source verification.

Customer Operations

Test assist flows, escalation thresholds, and guardrails.

Contact

Ready to get your Team AI Readiness Profile?

Email: makokhamj@orcaai.us

Prefer a quick call? Include your time zone and a 30-minute slot.