OpenAI + Caelus: Responsible GenAI at Scale
Value sprints, RAG orchestration, evaluation & safety frameworks to turn GenAI pilots into governed enterprise platforms.
Execution & Governance Pillars
Integrated pillars ensuring GenAI solutions are reliable, explainable, secure and measurable.
Value Sprint Framework
2–4 week framing: use case prioritization, data/readiness scan, architecture & KPI baseline.
RAG & Orchestration
Modular ingestion, chunking, embedding & retrieval adapters for secure knowledge grounding.
Evaluation & Observability
Automated quality, latency, safety regression harness with human feedback integration.
Security & Safety
PII scrubbing, prompt attack detection, model & response policy enforcement, audit trail.
Governed MLOps
Lifecycle orchestration, lineage, environment isolation & rollout gates with metrics.
Adoption & Change
Human-centered design, enablement playbooks & adoption analytics dashboards.
Composable GenAI Platform Blueprint
Secure blueprint for ingestion, vectorization, retrieval, orchestration, evaluation & monitoring across multi-model choices.
- Data & document governance + redaction policies
- Hybrid retrieval (semantic + metadata + graph) & ranking
- Guardrails: jailbreak / prompt injection detection
- Unified evaluation & human feedback capture
- Observability: latency, token usage, quality, safety
Reusable Assets & Tooling
Reference implementations shorten path from concept to safe production deployment.
RAG Starter Kit
Pipelines: ingestion, chunking, embeddings, retrieval adapters, feedback capture.
Evaluation Harness
Automated metrics: relevance, hallucination, safety, cost; baseline regression gates.
Prompt Governance Toolkit
Prompt library versioning, template management & policy scanning.
Impact Benchmarks
Representative improvements from enterprise GenAI enablement engagements.
3
Faster Pilot to Prod
50
Reduced Rework
35
Cost Optimization
60
Cycle Time Reduction
Plan Your Responsible GenAI Sprint
Frame value, surface risks & define guardrailed production path.