Ideas for building what comes next.

Practical thinking on CRM, enterprise software, data and AI — written for the decisions behind the interface.

Latest thinking08 publications
01
Data EngineeringAug 06, 202619 min

CRM Data Migration Guide: Mapping, Cleansing, Deduplication, and Validation

How to move customer data without losing identities, relationships, business meaning, or the ability to prove that the migration is complete.

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02
Enterprise IntegrationJul 29, 202616 min

Custom CRM Objects and Field Mapping at Enterprise Scale

How to build tenant-aware CRM integrations that remain reliable when customers introduce custom objects, rename fields, change enumerations, enforce validation rules, and continuously evolve their schemas.

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03
CRM StrategyJul 21, 202618 min

CRM Implementation Roadmap: A Step-by-Step Plan for Business

A practical guide for moving from “we need a CRM” to a system people actually use — including how to choose between Zoho CRM, monday CRM, and a custom-built CRM designed around your business.

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04
CRM StrategyJul 10, 202614 min

How to Switch CRM Systems Without Losing Data or Business Logic

Moving contacts and deals is only part of a CRM transition. The real challenge is preserving the workflows, ownership, history, permissions, reporting, and integrations that keep the business running.

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05
CRM StrategyJun 25, 202618 min

How to Write CRM Requirements Before Talking to Vendors

A vendor-neutral guide to defining what your business needs before product demonstrations, pricing proposals, and feature lists start shaping the decision for you.

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06
CRM StrategyJun 12, 202614 min

Custom CRM Development Cost in 2026

A practical guide to realistic budgets, the decisions that change the price, total cost of ownership, and the point at which building your own CRM becomes stronger than paying for software by the user.

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07
CRM ModernizationMay 29, 202615 min

Legacy CRM Modernization: Rebuild, Replatform, Refactor, or Replace?

A practical guide to choosing the right future for an old CRM—without losing the business rules, customer history, and operational knowledge hidden inside it.

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08
CRM & AIMay 15, 202614 min

Can You Vibe Code a CRM? What AI Can Build - and What Still Requires Real Engineering

AI can generate a convincing CRM demo in hours. Turning that demo into the secure, reliable system that runs sales, service, reporting, and customer data is where the real work begins.

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