Know Your Team’s
AI Abilities
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.
Prompting & Retrieval
Verification & Safety
Workflow Integration
Policy & Governance
Change Enablement

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
- Scoping — align goals, roles, constraints.
- Instrumentation — tasks, prompts, data, guardrails.
- Drills — timed scenarios, pair/solo trials.
- Profiling — scoring, risk mapping, patterns.
- 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.