DiscoverThe Enterprise AlchemistsTaming AI Tool Sprawl: from siloed features to a shared AI layer across the enterprise
Taming AI Tool Sprawl: from siloed features to a shared AI layer across the enterprise

Taming AI Tool Sprawl: from siloed features to a shared AI layer across the enterprise

Update: 2025-11-21
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We explore how embedded AI in SaaS tools amplifies sprawl and risk, and outline a practical path to governed, composable, cross‑platform agents. Chris Ward shares real use cases for Customer 360 and finance reconciliation, plus metrics, onboarding and versioning that keep AI accountable.

The LinkedIn post that kicked everything off

More details on the finance use case Chris discussed

SnapLogic's own support for MCP


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Taming AI Tool Sprawl: from siloed features to a shared AI layer across the enterprise

Taming AI Tool Sprawl: from siloed features to a shared AI layer across the enterprise

Dominic Wellington & Guy Murphy — SnapLogic