Latest thinking

Notes on AI agents, architecture, and the evolving enterprise.

March 23, 2026

Change Management for AI Agents: Getting Your Team on Board

The hardest part of deploying AI agents isn't the technology — it's the people. Here's how to bring your organization along.

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March 16, 2026

AI Agents for Customer Onboarding: A Deep Dive

Customer onboarding is where first impressions are made — and where AI agents deliver the fastest ROI. Here's how we build them.

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March 9, 2026

Why Most Enterprise AI Projects Fail (And How Agents Are Different)

80% of AI projects never make it to production. Here's why — and what the agent model changes about the equation.

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March 2, 2026

AI Regulation Is Here: What It Means for Enterprise Agent Systems

AI regulation is tightening worldwide. We break down what it means for companies deploying AI agent systems and how to prepare.

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February 23, 2026

Data Privacy and AI Agents: A Practical Compliance Guide

AI agents process personal data at scale. Here's how to design agent systems that are privacy-compliant from day one.

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February 16, 2026

Multi-Agent Orchestration: When One Agent Isn't Enough

Complex enterprise workflows often need multiple specialized agents working together. Here's how we approach orchestration.

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February 9, 2026

Managing LLM Costs in Production Agent Systems

LLM API costs can spiral fast. Here are the practical strategies we use to keep agent systems economically viable.

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February 2, 2026

How to Measure AI Agent Performance

Accuracy isn't enough. Here's the framework we use to evaluate whether AI agents are actually delivering value.

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January 26, 2026

Sovereign AI: Why Enterprises Are Taking Back Control of Their AI Stack

Sending every prompt to a third-party API is a strategic risk. Here's what sovereign AI means in practice and why it matters.

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January 19, 2026

Open-Source LLMs Are Enterprise-Ready. Here's What Changed.

Llama, Mistral, Qwen -- open-weight models now rival closed APIs. We explain what this means for enterprises building AI agents.

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January 12, 2026

Build vs. Buy vs. Managed: Choosing Your AI Agent Strategy

Should you build agents in-house, buy a platform, or work with a managed provider? We break down the trade-offs.

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January 5, 2026

Human-in-the-Loop: The Secret to Agents That Actually Work

The best AI agents don't replace humans — they know when to ask for help. Here's how we design escalation patterns.

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December 29, 2025

Guardrails for AI Agents: How to Keep Autonomous Systems Safe

Autonomous agents need boundaries. Here's how we design guardrails that keep agents safe without making them useless.

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December 22, 2025

Anatomy of a Production AI Agent

What does it actually take to move an AI agent from prototype to production? We break down the key components.

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December 15, 2025

AI Agents vs. RPA: What's Actually Different

RPA automates clicks. AI agents automate decisions. Here's when each makes sense and why agents are winning.

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December 8, 2025

Why AI Agents Matter for Enterprise Software

AI agents are more than chatbots. They represent a fundamental shift in how enterprise software gets built and operated.

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December 1, 2025

What Are AI Agents? A No-Hype Primer

Cut through the buzzwords. Here's what AI agents actually are, how they work, and when they make sense for your business.

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