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Perspective

Curated insights on AI-Readiness, CRM Architecture foundations, and the future of enterprise systems.

The Cost of Dirty Data in LLMs
DATA INTEGRITY
calendar_todayOct 12, 2023

The Cost of Dirty Data in LLMs

An analysis of token efficiency and hallucination rates tied to CRM entropy.

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Architecting for Scale
CRM ARCHITECTURE
calendar_todaySept 28, 2023

Architecting for Scale

A 3-tier approach to data modeling that avoids brittle automation.

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AI READINESS

Vector Database Selection Guide

Choosing the right vector store depends on governance, latency, and cost.

Aug 15, 2023arrow_outward
STRATEGY

The API Economy

How an API inventory reduces integration risk during AI adoption.

Jul 02, 2023arrow_outward
DATA INTEGRITY

Sanitizing User Inputs

How to keep customer-facing AI grounded in trusted data sources.

Jun 18, 2023arrow_outward
AI READINESS

GPU vs CPU Inference

A pragmatic look at throughput, latency, and budget for AI teams.

May 30, 2023arrow_outward

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