Enterprise AI Enablement
Private RAG pipelines, autonomous agent workflows, custom fine-tuning, and production LLMOps evaluation.
Schedule Advisory DiscussionTangible Advisory Deliverables
Actionable frameworks and engineering specifications, not theoretical slide decks.
Enterprise Private RAG Architecture
Multi-tenant vector search with hybrid BM25 retrieval, semantic reranking, and enterprise document security filtering.
Autonomous Agent Workflow Design
Multi-agent orchestration architectures with deterministic tool-calling, memory persistence, and Human-in-the-Loop gates.
Domain Fine-Tuning & Small Language Models (SLMs)
Cost-effective open-weights model adaptation (Llama, Mistral) on proprietary enterprise data with LoRA.
LLMOps Evaluation & Guardrails
Automated red-teaming, hallucination metrics, latency monitoring, prompt versioning, and cost tracking.
Measurable Business Impact
Structured Engagement Blueprint
Executive Discovery & Audit
Current state assessment of architecture, team velocity, data pipelines, and business friction.
Target Blueprint & Trade-offs
Design of future-state architecture, build vs. buy evaluations, and vendor RFP reviews.
Operating Model & Roadmap
Establishing governance cadence, cross-functional data contracts, and quarterly milestones.
Supervision & ROI Realization
Advisory oversight of engineering execution, steering committee reviews, and metric tracking.
Discuss Your Architecture or Strategy
Schedule a confidential executive sparring session with Tri Truong to evaluate trade-offs.
Schedule Advisory Discussion