Applied AI Lab

Solutions you can pilot in weeks.

Pick a lane: QA with guardrails, personalization, drafting, or knowledge extraction. We ship POCs, prove them with telemetry, then harden to production.

AI QA & Guardrails
  • Brand, compliance, and bias checks on content
  • Red/green tests and human-in-the-loop reviews
  • Prompt hygiene and audit logs baked in
Personalization & Adaptive
  • Telemetry-led micro-branches and nudges
  • Adaptive walkthroughs tied to usage signals
  • Multi-language variants with consistency checks
Drafting & Knowledge
  • First-draft generation from SMEs and docs
  • Knowledge extraction into usable playbooks
  • Alt text, summaries, transcripts on tap
Pilot to Production
  • POCs with clear acceptance criteria
  • MVPs hardened with QA and governance
  • Production rollout with support and training

Innovation runway

From spark to production—with evidence.

We don’t just prototype—we prove, harden, and launch. Each lane is paired with telemetry, QA, and governance from day one.

POC in weeks MVP with guardrails Production ready
POC 1–2 weeks

Answer the question fast

  • Red/green tests + eval rubrics
  • Bias, brand, and safety checks
  • Human-in-the-loop signoff
MVP 3–5 weeks

Make it usable

  • Guarded prompts + audit logs
  • Telemetry wired for adoption
  • Training + prompt playbooks
Production Go-live

Scale with safety

  • Drift monitoring + red team scripts
  • Change management + rollbacks
  • Ongoing experiments on a safe runway

AI patterns we ship

Pick a pattern. We’ll harden it.

Reusable AI patterns with governance built in—so you can deploy faster without trading off safety.

QA Copilot

Red/green, bias, brand, and compliance checks with SME approval.

Eval rubrics Audit trail
Personalization

Adaptive flows tied to telemetry with localization and tone controls.

Signals Multi-lang
Drafting Assist

First drafts from docs/SMEs with human-in-the-loop QA and style locks.

Tone lock HITL
Knowledge Ops

Extraction into playbooks and answers with guardrails and freshness checks.

Freshness Governance
RAG Pipelines

Retrieval-augmented generation tuned for your corpus with evals and safety rails.

Grounded Eval’d
Agentic / MCP

Agentic workflows with tool-use and MCP-style orchestration, fully logged and governed.

Tool use Audit logs

Ready to build

Bring us a use case. We’ll ship a guarded pilot fast.

QA, personalization, drafting, or governance—pick one and we’ll propose the fastest safe path to evidence.

Start a pilot See how we work