Field notes

What we have learned building AI systems that have to keep working after launch day.

MCP Servers and the End of Bespoke AI Integrations

Every AI tool you adopt wants its own connector to your systems. The Model Context Protocol turns that N-by-M problem into build-once, and it is becoming the default.

DotLair Solutions · Sep 2, 2026

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RAGRetrieval

What It Actually Takes to Put RAG Into Production

A retrieval demo takes an afternoon. A retrieval system your support team will trust takes an evaluation set, a chunking strategy, and somebody watching the numbers.

DotLair Solutions · Aug 14, 2026

Voice AIAgents

What Launching a Voice AI Agent Really Involves

The model is the easy part. Most of a voice agent project is call flows, latency budgets, hand-off rules, and deciding what the agent must never say.

DotLair Solutions · Jul 30, 2026

AIEnterprise

The Future of Artificial Intelligence in Enterprise

How AI is transforming business operations, decision-making, and customer experiences in modern enterprises.

DotLair Solutions · Jun 18, 2026

AILLM

Why AI and LLMs Are Essential for Businesses in 2025

Discover the transformative potential of AI and Large Language Models for businesses in 2025.

DotLair Solutions · May 22, 2026

AIAutomation

Why AI-Powered Automation is the Future of Business Operations

Explore how AI-powered automation is transforming business operations and streamlining processes for efficiency and growth.

DotLair Solutions · Apr 9, 2026

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