01
Enterprise AI Agent Architecture & Orchestration
Custom multi-agent workflows, state machine design, latency reduction, and deterministic execution boundaries using frameworks like LangGraph and AutoGen.
Enterprise AI consulting
Enterprise AI Architecture & High-Impact Systems Consulting
Bridging the gap between raw AI capabilities and production-grade reality. We build secure, compliant, and cost-optimized AI infrastructure that drives measurable ROI.
Specialized expertise
Architecture for the hardest parts of production AI.
Focused engineering support across orchestration, model efficiency, retrieval quality, security, and modernization.
02
SLM Fine-Tuning & LLM Cost Reduction
Model distillation and domain-specific fine-tuning (Llama, Mistral). Migrate from expensive third-party APIs to self-hosted, high-efficiency Small Language Models.
03
Enterprise RAG & Vector Database Tuning
Advanced document parsing (OCR + layout analysis), hybrid search (BM25 + dense vectors), re-ranking, and role-based access control (RBAC) security layers.
04
AI Security, Guardrails & Prompt Injection Defense
Penetration testing for LLM pipelines, indirect prompt injection mitigation, Data Loss Prevention (DLP) filters, and SOC2/GDPR alignment.
05
Legacy Codebase Modernization Engines
Automated, deterministic AI-assisted migration pipelines to refactor legacy codebases, generate unit tests, and safely upgrade core infrastructure.
Fixed-scope engagements
Start with a measurable outcome.
Focused sprints and audits designed to expose risk, improve performance, and create a practical implementation path.
Enterprise RAG Audit & Precision Sprint
Fix hallucination rates, clean document ingestion pipelines, and double retrieval precision on enterprise knowledge bases.
Request RAG AuditAI Security & Data Leakage Assessment
Complete threat audit of your internal LLM usage, PII masking layers, and prompt injection vulnerability assessment.
Book Security AssessmentLLM Cost Reduction Sprint
Audit your LLM API spend, implement prompt caching, fine-tune open-weights SLMs, and cut monthly inference bills by up to 60%.
Reduce Inference CostsHow we work
Production discipline from first decision to deployment.
- 01
Security-First Architecture
Zero untrusted data leakage to public models.
- 02
Deterministic Pipelines
AI handled as part of software engineering, not magic.
- 03
Measurable Business Outcomes
Clear metrics on API cost, accuracy rates, and time-to-market.
Build with confidence
Ready to deploy production-grade AI infrastructure?
Bring us the system, bottleneck, or risk you need to resolve. We’ll define the shortest credible path to production.