Optimize

Platform-led cost remediation

ForgeMeter Optimize

Demo

Platform-led remediation from your audit findings. Click status badges to simulate the workflow.

FinOps export →
Potential savings
$1,148
4 open actions
Shadow mode
1
Preview before enforce
In progress
1
2 pending
Verified savings
$273
2 completed
1

Reclaim 3 inactive Copilot seats

Seat recoveryZero dev friction

Seats assigned but no completions in 30 days. Reassign to active backend hires or remove before next billing cycle.

Impact: Direct seat cost recovery with zero developer impact.Est. savings: $57/moVerified: $57Platform / ITautomated action
2

Review model defaults with top Cursor users

Model routing

Sarah Chen and James Liu drive 17% of spend. Align agent defaults — expensive models for architecture, lighter models for tests and refactors.

Impact: Typically 15–30% Cursor savings without blocking power users.Est. savings: $428/moStaff engineerassisted action
3

Document Cursor vs Copilot team defaults

Tool overlapZero dev friction

Backend and Platform both run dual subscriptions. Set primary tool per team and update onboarding checklist for new hires.

Impact: Reduces overlapping subscription spend and onboarding confusion.Est. savings: $380/moCTO / Eng leadershipmanual action
4

Move batch workloads to gpt-4o-mini

API optimizationZero dev friction

Inventory OpenAI keys by team. Route ml-pipeline batch jobs and eval scripts to mini models or batch endpoints.

Impact: Direct API cost reduction on non-interactive workloads.Est. savings: $216/moVerified: $216Platform teamassisted action
5

Copilot enablement for Frontend team

Adoption

Frontend acceptance rate is 22% — below org average. Run a 30-minute enablement session focused on test generation.

Impact: Lifts acceptance 5–10pp; improves ROI on existing seats.Engineering managermanual action
6

Set soft budgets on api-gateway and ml-pipeline

GovernanceZero dev friction

Both repos trending over team allocation. Alert platform at 80% — no hard blocks on developer completions.

Impact: Prevents surprise overruns; keeps agent usage visible early.Est. savings: $340/moPlatform teamautomated action

Click status to advance: Pending → In progress → Shadow → Completed. Completed actions count toward verified savings. Demo only — not persisted. FinOps export

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