Private LLM
Distilling a High-Performance Language Model
How Agami turned a large, costly AI model into a lean, production-ready asset for enterprise use.
Agami Founders
Context Engineering
Context Engineering vs Fine-Tuning vs Distillation: How to Decide
Choosing between context engineering, fine-tuning, and distillation is key to making LLMs work in production. This guide explains each approach, when to use them, their trade-offs, and how to balance cost, accuracy, and scalability.
Market Intelligence
How AI Is Transforming Client Delivery for Market Research Firms
How AI helps market research teams scale client delivery with quality, consistency, and insight This is the fourth post in our five-part series on how AI is transforming key workflows in market research firms. In previous posts, we covered the big picture, business development, and knowledge management. “Can You
Context Engineering
Context Engineering, Part 3: Making Context Work
What does it take to make Context Engineering work in production? In Part 3, we break down the platform components, team setup, key pitfalls, and the real tradeoffs between building your own stack or buying a platform like Agami.
Market Research
AI for Knowledge Management in Market Research Firms
Market research firms amass vast insights, but poor discovery leaves them underused. AI-powered knowledge management democratizes internal expertise, enabling semantic search, AI summarization, and knowledge graphs that make insights instantly accessible.
Market Research
How AI Helps Market Research Firms Win More Business
Solving the business development bottleneck with speed, context, and consistency This is the second post in our five-part series on how AI is transforming key workflows in market research firms. If you missed the first post on the big picture, you can read it here. The Proposal Is Due
Healthcare AI Solutions
Scaling Health Insurance Claims Operations: Achieving Efficiency Without Increasing Headcount or Sacrificing Accuracy
Real-Life Scenario: The Mounting Challenge of Health Insurers’ Claims Operations Picture a leading health insurer at the peak of annual enrollment. The claims operations team faces mounting pressure as incoming claims flood their systems. Every day, a battalion of reviewers sifts through piles of structured data, scanned medical records,
Private LLM
3 Ways AI Is Helping Market Research Firms Work Smarter
This is the first in a five-part series exploring how AI can help market research firms overcome their most pressing operational challenges. In upcoming posts, we’ll take a deeper look at business development, knowledge management, and client engagement, with real-world examples and solutions.
Context Engineering
Why Context Engineering Beats Choosing the Best LLM Model
Part 2 of our 3 part Context Engineering series. Discover why Context Engineering matters more than selecting the best LLM. Learn how structured context dramatically improves AI reliability.
Market Intelligence
Scaling Smarter: How One Market Intelligence Firm Used AI to Accelerate Research, Proposals, and Client Delivery
A behind-the-scenes look at how a fast-moving team drove results without adding headcount This is the final post in our five-part series on how AI is transforming market intelligence firms. We’ve explored how AI supports business development, knowledge management, and client delivery. Now, we’ll
Market Intelligence
How AI Is Transforming Client Delivery for Market Intelligence Firms
How AI helps market intelligence teams scale client delivery with quality, consistency, and insight This is the fourth post in our five-part series on how AI is transforming key workflows in market intelligence firms. In previous posts, we covered the big picture, business development, and knowledge management. “Can You
Market Intelligence
AI for Knowledge Management in Market Intelligence Firms
How market intelligence teams are turning internal knowledge into a competitive advantage This is the third post in our five-part series on how AI is transforming key workflows in market intelligence firms. If you missed the earlier posts, we covered how AI supports core workflows and how it accelerates