Stack patterns

If your stack accreted purchase by purchase, this is the consolidation pattern.

Operators rarely set out to build a sprawling SaaS stack. It accretes one purchase at a time, each justified at the time, until the integration drag is the dominant cost. Below are the patterns we see most often, each with a documented consolidation path onto Fedora.

Common stack patterns

Three patterns we see most often.

Each pattern is a snapshot of what an operator is currently paying for and what consolidation onto a single AI-native platform actually changes.

Per-seat CRM stack

CRM + marketing automation + sales engagement + AI add-on, each on a separate per-seat subscription. Four logins, four integration projects, four cost centers.

See the consolidation pattern →

Multi-product ERP stack

Core financials + procurement + projects + revenue recognition, each in its own product. Period close as a multi-system reconciliation. The classic back-office sprawl.

See the consolidation pattern →

Legacy helpdesk stack

Helpdesk + chat + knowledge base + AI macros, each on a separate per-agent subscription. Agents tab-switch across four tools to answer one question.

See the consolidation pattern →

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