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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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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

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

Your Step-by-Step Guide For Implementing RAG In AI Workflows

A step-by-step guide to implementing RAG in AI workflows, and why enterprise systems still hallucinate despite heavy compute spend.

December 30, 2025Read more
CTO Insights

AI Salesforce Integration: The 2026 Strategic Blueprint

Most AI initiatives stall because firms bolt AI onto the interface. What a real Salesforce integration changes, and the sequence that avoids the stall.

December 30, 2025Read more
CTO Insights

Open Source vs Custom LLM: What Should Enterprises Choose?

Open source or custom LLM for an enterprise: where API spend hits diminishing returns, and which workloads justify owning the model outright.

December 29, 2025Read more
CTO Insights

A Developer’s Guide to Building LangGraph AI Workflows

A developer's guide to building LangGraph AI workflows, and why standard LangChain struggles once a workflow stops flowing in one direction.

December 26, 2025Read more
CTO Insights

What To Consider When Building An AI Governance Framework For Agentic AI

What to consider when building an AI governance framework for agentic systems, and how oversight changes once software acts on its own.

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

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