Overcapacity
- Owned
- 0
- P95 demand
- 0
125 licenses of capacity above P95 demand
Engineering Software Intelligence
Know what you use, what you need, and what to renew.
Designed for teams managing specialized engineering applications.
Engineering organizations often manage these problems across separate systems and reports. EngiSignal brings them into one decision model.
125 licenses of capacity above P95 demand
Work blocked on 11 days
$96,105 recoverable
Start quickly with existing exports, then automate your production data flows when you’re ready.
Start with files for the pilot. Automate when you’re ready for production.
Use the data you already have.
EngiSignal identifies which license manager produced the file, proposes a mapping, and shows exactly what would be stored before anything is committed. Legacy .xls is not supported.
Connect EngiSignal to the systems your organization already uses.
Production integrations are implemented during deployment based on the customer’s environment. Self-service connectors are not yet available.
Continuously capture engineering license usage directly from supported license managers.
Planned production capability. Not available in the current pilot.
Engineering license data joined to the enterprise context that gives it meaning.
Engineering license data
Enterprise context
EngiSignal
This runs EngiSignal’s production analytics engine against a reproducible synthetic engineering-software dataset. Move the sliders and watch the recommendation recalculate.
Ansys Mechanical — Mechanical Enterprise
365 days of observed daily peak demand
Current licenses
400
Entitled on contract
P95 daily peak demand
275
Computed from the series above, in your browser
EngiSignal recommendation
318
82 licenses above the recommended position
Estimated annual opportunity
$410,000
P95 of daily peak demand, adjusted for +5% growth and a 10% safety buffer, rounded up to a whole license.
Four stages, each one traceable to the data underneath it.
Estimated annual opportunity
$410,000
82 licenses released at $5,000 each.
01Current entitlement
400
The quantity committed at the last renewal.
02Observed demand
275
P95 daily peak — the level demand exceeded on only 5% of days.
03Forecast + safety assumptions
×1.05 · ×1.10
Headcount growth applied to demand, then a buffer so a busy week does not block work.
04Recommended position
318
275 × 1.05 × 1.10, rounded up to a whole license.
Every number carries its own evidence in the product: the daily peak series it was computed from, the window it covers, and the assumptions applied. Confidence is reported alongside each recommendation rather than assumed.
Signals, not dashboards
EngiSignal ranks what deserves attention by financial impact, urgency, capacity risk, and confidence in the underlying data.
$1.3M optimization opportunity identified
Entitled capacity above P95 demand across 14 concurrent positions.
Ansys renewal requires action in 58 days
$410K optimization opportunity ahead of the commitment.
Structures demand forecast +11%
Trend and headcount growth compound over the next twelve months.
43 MATLAB users inactive over 90 days
Each seat routes to the holder’s manager for confirmation.
Simcenter STAR-CCM+ risk increased to High
94% utilization at P95 with recurring saturation days.
Try: Why are we reducing Ansys?
EngiSignal AI retrieves and explains deterministic analysis. It does not invent financial, utilization, forecast, or recommendation values.
Why are we reducing Ansys?
P95 daily peak demand was 275 against 400 entitled licenses over 12 months.
Which renewals need attention?
Three contracts fall inside 90 days, together carrying $3.4M of current annual spend.
Who drives MATLAB demand?
Flight Controls generates 38% of consumption, the largest share of any engineering group.
ConnectAnalyzeDecide
Start with the data you already have. In four weeks you will have a demand-backed position for your next renewal, with the evidence behind every number.
For the pilot, exports are enough. Production integrations can be configured later. Exports are the fastest way to start, not the long-term architecture. No production-system integration is required to begin.
Connect
Import usage, contracts and organizational data.
Analyze
Normalize, compute demand and surface Signals.
Validate
Review evidence with your license administrators.
Decide
Produce renewal positions and an executive brief.