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Custom AI apps and enterprise software

Roll your own AI app, or keep using the Salesforce big boys?

Big platforms are valuable when the workflow belongs inside the system of record. Custom AI apps and integrations make sense when the work is specific, repeated, and too important to live as a workaround.

Do not replace the system of record just to use AI.

Salesforce, HubSpot, ServiceNow, NetSuite, and similar platforms often remain the right place for customer records, tickets, deals, accounts, and reporting. If the workflow is already well represented there, the better move may be to extend the platform with AI-assisted steps instead of rebuilding the foundation.

The goal is not to escape enterprise software. The goal is to stop forcing people to do manual work around it.

Build custom when the workflow is the product.

A custom app becomes more attractive when the workflow is highly specific to your business, repeated by many people, customer-facing, permission-sensitive, or awkward to express inside a large platform. In those cases, the platform may still store the record, while the custom app owns the actual experience.

This is especially true when users need a focused interface, AI-generated drafts, document review, approval flows, exception handling, or reporting that cuts across multiple systems.

The middle path is usually strongest.

Many businesses do not need to choose between enterprise software and custom software. They need a custom layer that respects the platform underneath it. The AI app can read from the CRM, prepare work, guide the user, and write approved updates back to the system of record.

Stay in-platform

Standard process, existing users, simple fields, native reporting.

Extend with AI

Summaries, drafting, classification, routing, record enrichment.

Build custom

Unique workflow, focused UI, cross-system logic, customer experience.

Own the workflow, not necessarily every database.

The best architecture usually keeps trusted business systems in place while giving people a cleaner, smarter way to get the work done.