Model Routing Strategies for Production GenAI
How to build a routing layer across fast, cheap and premium models using cascades, escalation, specialization, evals and fallback patterns.
GenAI Consulting24 min read
Insights
Building with Generative AI
Practical guides, architecture notes, and lessons from shipping GenAI to production.
Preventing Access Drift in Enterprise RAG
How to build ACL-aware enterprise RAG that prevents permission leakage from ingestion through retrieval, caching, reranking and generation.
GenAI Consulting25 min read
Fine-Tuning vs Better Prompts and Retrieval
How to decide when fine-tuning beats prompt, retrieval or tool improvements, with eval design, cost and latency tradeoffs, and operational concerns.
GenAI Consulting23 min read
How to Choose Among Top AI Consulting Companies
Skip paid ranking lists. Learn how to decide which AI consulting firm, if any, fits your situation, what to ask, and how to get real value.
GenAI Consulting11 min read
AI Governance Consulting for Cautious Teams
What AI governance consulting covers, from guardrails and policy to evals, why it matters, and how to choose a partner to adopt AI safely.
GenAI Consulting10 min read
What an AI Automation Consultant Does
How an AI automation consultant finds high-ROI work to automate, what to automate first, how AI differs from RPA, and how to choose one.
GenAI Consulting11 min read
AI Integration Consultant for Software Companies
What an AI integration consultant does for software teams: deciding where AI belongs in your product, wiring it into your stack and shipping reliably.
GenAI Consulting12 min read
What Is an AI Consultant and When to Hire One
What an AI consultant does, the types, typical costs, and how to tell when your business actually needs one to find where AI fits.
GenAI Consulting13 min read
Cost and Latency Budgets for Production RAG
How to design a production RAG system around explicit cost and latency budgets, covering retrieval, reranking and routing without losing quality.
GenAI Consulting22 min read
Evals for Multi-Step LLM Agents Before Production
How to evaluate LLM agents that plan, call tools, retrieve and remember before launch, with metrics, simulators and regression suites.
GenAI Consulting23 min read
Showing 10 of 70 articles