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Notes on using AI in sales and operations

Practical articles on what works in a real team, and what does not.

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Recent articles

CTO Insights

AI Long Term Memory: How To Build Persistent Context Without Speed Degradation

Persistent context without speed degradation: why a huge context window is a crutch for poor design, and how to build memory that stays fast.

January 2, 2026Read more
CTO Insights

Graph-Based AI Orchestration vs. Linear: Which Architecture Reduces Token Burn?

Graph-based and linear AI orchestration compared on token burn, and why redundant context passing consumes so much of an enterprise LLM budget.

January 2, 2026Read more
CTO Insights

SOC2 Compliance for AI Agent Frameworks: Winning Enterprise Deals

Why tier-1 finance and healthcare buyers treat autonomous agents as high-risk, and what SOC2 compliance actually demands of an agent framework.

December 31, 2025Read more
CTO Insights

Enterprise AI Orchestration Platform: CrewAI vs LangGraph vs Zapier

CrewAI, LangGraph and Zapier compared for enterprise orchestration: where each stops scaling, and what hitting the agentic ceiling looks like.

December 29, 2025Read more
CTO Insights

AI Orchestration vs RPA: Which is Right for Your Business Process?

AI orchestration and RPA compared: one redesigns the process, the other imitates a person using the screen. Which suits which problem.

December 25, 2025Read more
CTO Insights

The Executive Guide to AI Workflow Orchestration in 2026

An executive guide to AI workflow orchestration: what it covers beyond task automation, and how to judge whether it applies to your operation.

December 24, 2025Read more
CTO Insights

Mastering AI Predictive Analysis to Future-Proof Your Business

How AI predictive analysis works in practice, what it needs from your data first, and where the profitability claims actually hold up.

December 23, 2025Read more
CTO Insights

Building Scalable AI Solutions That Actually Drive ROI

Make the case for integrating AI chat agents into internal systems like knowledge bases, CRMs, and dashboards.

December 19, 2025Read more

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