POC
1–2 wks
Answer the question
- Risk tiering + approvals
- Red/green tests + eval rubrics
- HITL checkpoints
HeadEasy Applied AI Lab
Build AI pilots with guardrails—then scale them.
We ship AI QA, personalization, drafting, RAG, and agentic tooling with approvals, evals, and rollback paths baked in.
Approvals
HITL by design
Evals
Red/green + telemetry
Outcomes snapshot
What partners achieveQA: -35% review time
Bias/brand/compliance checks with HITL approvals and audit trails.
Personalization: +24% activation
Telemetry-led adaptive flows with localization and tone controls.
RAG: grounded answers
Source-citing responses with freshness and hallucination tests.
Agentic/MCP: bounded tool-use
Approvals, observability, and rollback paths for tool-using agents.
Impact snapshot: POC in 2–3 weeks with evals, approvals, and telemetry baked in.
Build fast, stay safe
POC → MVP → Production with guardrails.
Risk tiers, approvals, evals, and auditability from day one. No ungoverned pilots.
Approvals
Audit logs
Rollback
MVP
3–5 wks
Make it usable
- Guarded prompts + audit logs
- Telemetry for adoption + drift
- Training + playbooks
Production
Go-live
Scale with safety
- Drift monitoring + red team
- Rollback + incident playbooks
- Ongoing experiments
Patterns we ship
QA, personalization, RAG, and agentic.
Pick a pattern; we’ll harden it with evals, approvals, and observability.
QA Copilot
Bias, brand, and compliance checks with SME approvals and audit logs.
Eval’d
Audit
Personalization
Telemetry-led adaptive flows with localization and tone controls.
Signals
Multi-lang
RAG Answers
Grounded responses with source-citing, freshness, and hallucination tests.
Sources
Freshness
Agentic / MCP
Tool-using agents with bounded actions, approvals, and observability.
Tool use
Approvals
Ready to ship
Bring a use case. We’ll ship a governed pilot fast.
QA, personalization, RAG, or agentic tooling—pick one. We’ll propose the fastest safe path to evidence.