Risk tiers
Do/don’t per tier
Tiered guardrails with allowed/blocked actions, data handling rules, and owners.
Applied AI Lab
Guardrails, prompts, and QA that ship.
We harden AI with risk tiers, approvals, evals, and auditability—from POC to production. No bolt-on governance; it’s built in.
Approvals
HITL by design
Observability
Audit + evals
Safety
Red/green tests
Recovery
Rollback ready
Governance stack
Risk tiers, approvals, and audit logs.
Clear do/don’t, owners, and auditability for every use case. We gate high-risk steps and make every action observable.
Approvals
Audit logs
Rollback
Approvals
HITL checkpoints
High-risk steps gated with named approvers and audit trails.
Recovery
Rollback ready
Versioned prompts/configs with rollbacks and incident playbooks.
Prompts & patterns
Templates you can deploy.
Reusable, guarded prompts for QA, drafting, personalization, and RAG. Eval’d with red/green tests and human review.
QA Copilot
Bias, brand, and compliance checks with SME approvals and audit logs.
Eval rubrics
Audit
RAG Answers
Grounded responses with source-citing, freshness checks, and hallucination tests.
Sources
Freshness
Drafting Assist
Idea-to-draft with tone locks, style guides, and human-in-the-loop QA.
Tone lock
HITL
Agentic / MCP
Tool-using agents with bounded actions, approvals, and observability.
Tool use
Approvals
QA & observability
Eval, observe, and improve.
Red/green tests, traces, and dashboards so QA, product, and compliance can see what’s happening.
Red/green
Telemetry
Drift
Evals
Red/green tests
Bias, safety, and accuracy tests with thresholds and owners.
Observability
Traces & dashboards
Surface errors, drifts, and approvals to the teams that need them.
Rollbacks
Safe recovery
Versioned prompts/configs with rollback and incident playbooks.
Want to see it live?
We’ll show you the guardrails, evals, and logs on a real use case.
Pick QA, RAG, drafting, or agentic tool-use—we’ll walk through approvals, evals, and rollback paths.