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Business playbook · 9 tactics

9 Ways to Cut Software and Cloud Spend

Most of the waste is structural, not extravagant.

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01

Reconcile licensed seats against single sign-on activity

Idle seats are the largest and easiest recovery, and nobody in the organisation owns them.

02

List applications by function to find real overlaps

Three tools doing the same job usually arrived through three different teams over three years.

03

Audit cloud egress separately from compute

Bandwidth scales with traffic rather than architecture, so it grows exactly when the bill is least welcome.

04

Kill non-production environments on a schedule

Forgotten test environments run all night and all weekend at full price.

05

Model reserved capacity only for genuinely steady workloads

Commitments beat on-demand for stable load and cost more than on-demand for spiky load.

06

Cache the static part of every AI prompt

Output tokens usually cost several times input tokens, and cached input costs a fraction again.

07

Shorten model outputs before shortening prompts

Trimming verbose responses cuts an API bill faster than any prompt engineering.

08

Negotiate at renewal, with consolidation as leverage

A larger commitment across fewer vendors buys a materially better discount than a flat renewal.

09

Scope compliance audits deliberately

Each extra trust services criterion adds audit work, evidence and remediation cost for the whole year.

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