Use Cases
Representative Capital Authorization Outcomes
Examples of AI capital deployment decisions informed by the Stratify™ AI Capital Risk Instrument.
The examples below represent anonymized engagement outcomes illustrating how organizations use the Stratify™ AI Capital Risk Instrument to inform AI capital authorization decisions.
Example 1
Mid-market industrial manufacturer with multi-site operations
AI investment under review
Predictive maintenance platform across production facilities.
Capital evaluated
$3.5M AI investment
Determination: Controlled Investment
Outcome
Deployment proceeded under phased operational guardrails while governance and data reliability constraints were remediated prior to broader scale authorization.
Example 2
Regional financial institution modernizing lending operations
AI investment under review
Automated underwriting models.
Capital evaluated
$1.25M AI investment
Determination: Pause Investment
Outcome
Capital deployment was deferred pending remediation of regulatory classification exposure and governance oversight gaps before re-evaluation.
Example Instrument Output
Illustrative diagnostic output produced by the Stratify™ AI Capital Risk Instrument during AI capital authorization evaluations.
Example dashboard output used in the AI Capital Risk Report delivered to boards and investment committees during Stratify engagements.
Example 3
Enterprise services organization with distributed customer support teams
AI investment under review
Customer service automation platform.
Capital evaluated
$2M AI investment
Determination: Authorize Deployment
Outcome
Deployment was authorized for scaled rollout under established governance controls and ongoing monitoring discipline.
Example 4
Logistics operator with network-wide planning and dispatch functions
AI investment under review
AI-driven route optimization system.
Capital evaluated
$3M AI investment
Determination: Controlled Investment
Outcome
A bounded implementation strategy was approved to capture operational value while execution-readiness and capital-discipline constraints were reduced.
Example 5
Private equity portfolio company
AI investment under review
Demand forecasting platform supporting supply chain optimization.
Capital evaluated
$2.8M AI investment
Determination: Controlled Investment
Outcome
Investment committee approved deployment within a constrained operational scope while governance ownership and monitoring controls were formalized prior to broader scale rollout.
Typical Scope
Typical Capital Evaluations
Typical AI capital investments evaluated by the Stratify™ AI Capital Risk Instrument range from $1M to $10M+.
Evaluations are typically completed within approximately 14 days, supporting board and executive decision windows.
Stratify is most commonly used by organizations evaluating $1M–$10M AI capital investments prior to board approval.