Findings Hub

Every optimization finding across licensing and consumption, ranked by value. Each links to its evidence.

Savings Identified
$7.6M
annual, across all findings
Open Findings
14
live from current data
High Severity
8
high or critical
criticalRenewal
49% renewal reduction target

The committed value exceeds active seats, enabled add-ons, and projected credit spend plus a buffer. The gap is the defensible reduction at renewal.

committed: 6200000defensible: 3185735addOnShelfware: 3604200
$3M
annual
Evidence
criticalShelfware
Shelfware across the SKU portfolio

Owned-but-unused licenses and add-ons across every cloud. Swap-eligible lines can be reallocated to needed products.

swapEligible: 1416380
$2.5M
annual
Evidence
criticalAudit risk
Audit / true-up exposure

Lines running near or over entitlement create true-up risk at the next audit. Remediate proactively.

exposure: 1332000
$1.3M
annual
Evidence
highSandbox
Idle sandbox spend

Paid sandboxes (Partial and Full Copy) sitting idle. Release or downgrade to recover the spend.

annual: 540000
$540K
annual
Evidence
highStorage risk
Storage / API overage looming

Data, file, or API usage is projected to exceed edition entitlements. Address before a forced purchase.

annual: 512279
$512.3K
annual
Evidence
highDiscount erosion
Discount erosion at renewal

Salesforce tends to reset discount toward list at renewal. Holding the current discount avoids this annual increase.

annual: 492120
$492.1K
annual
Evidence
highSuccess plan
Success Plan tier not justified

The support tier costs a share of net spend the case volume may not justify. Model a downgrade.

justified: false
$433.7K
annual
Evidence
highDiscount
Discounts below the peer median

Lines discounted below the p50 for your spend tier. Bringing them to median discount is the primary price lever.

belowMarket: 8tier: >5M
$329.8K
annual
Evidence
mediumReclamation
935 seats idle 90+ days

Users with no login in 90 or more days, excluding API-only accounts. These seats can be reclaimed at renewal or deprovisioned now.

idle90: 935idle60: 4906annualValue: 113450
$113.5K
annual
Evidence
lowUplift cap
Uncapped price uplift over the term

Lines with no annual uplift cap compound over a multi-year deal. A 7% cap protects against list-price catch-up.

uncappedLines: 8threeYearSavings: 112907
$37.6K
annual
Evidence
lowEdition
1 lines fit a lower edition

Full-tier seats with low feature usage can drop an edition. Right-size to the edition the activity supports.

candidates: 1annual: 29260
$29.3K
annual
Evidence
lowEdition
264 Sales Cloud seats fit Platform

Full Sales Cloud users with low activity and basic permission sets. Downgrading to Platform captures the price gap per seat.

candidates: 264perSeatSaving: 100
$25.1K
annual
Evidence
lowConsumption risk
Projected credit overage

At the current burn trend the Flex pool exhausts before the period ends. Renegotiate credits before the run-rate forces on-demand rates.

exhaustion: 2026-10-22overageCredits: 484944overageCost: 16973
$17K
avoidable cost
Evidence
lowEfficiency
Credits wasted on loops and failures

Some agents burn credits on looping and failed conversations that never resolve. Tuning the worst agents recovers this spend.

wastedCreditsWindow: 36868worstAgent: Tier1 Support AgentannualCost: 3697
$3.7K
annual
Evidence