Technology & AI Economics Optimization
Description
Improving the economics of cloud, platforms, data and AI while creating capacity for continued technology investment.
Connected Commercial Doors
Scope
- 01Cloud economics
- 02SaaS and platform economics
- 03Data-platform economics
- 04AI and inference economics
- 05Architecture optimization
- 06FinOps governance
The operating doctrine
Every engagement is approached through the same value-creation discipline.
ValueConstraintInterventionArchitectureIndustrializationOutcome EconomicsValue CaptureInvestment Return
Explore The Doctrine of Value by DesignConnected thinking
- Method Complete · Sentient ReviewAI Infrastructure Economics & Deployment Diligence Framework
Primary economic control point: cost per completed business outcome.
- 01AI Workload Economics MapView Illustrative Artifact
- 02Model Commitment & Routing Decision MatrixView Illustrative Artifact
- 03Workload Economics ModelEngagement Artifact
- 04Model / Provider Cost Normalization ModelEngagement Artifact
- 05Infrastructure Cost & Utilization ModelEngagement Artifact
- 06Commitment Scenario CalculatorEngagement Artifact
- 07Routing Economics SimulatorEngagement Artifact
- 08Unit Economics / Cost-per-Outcome ModelEngagement Artifact
- 09Sensitivity & Break-Even AnalysisEngagement Artifact
- 10Optimization Decision RegisterEngagement Artifact
Illustrative methodology artifacts are available on Sentient Review. Client decision artifacts are produced within an engagement.
Explore the Framework
- Publication · Sentient ReviewFrom Technological Capability to Economic Value
How intervention, architecture and operating change determine whether technology becomes economically consequential.
Explore the Publication
Signature Interventions
- SI/01Connected InterventionOptional · StandaloneVendor Technology Ownership & Control AssessmentA focused assessment of architecture authority, technology rights, engineering evidence, internal capability and supplier continuity.
- SI/03Connected InterventionOptional · StandaloneAI Infrastructure Capital-Risk AssessmentIndependent assessment of whether AI infrastructure commitments are technically credible, economically durable, and financeable under realistic utilization and capital assumptions.
- SI/04Connected InterventionOptional · StandaloneAI Deployment Operating Model DiagnosticIndependent assessment of the operating model required to move AI from technical capability into accountable, repeatable enterprise deployment.
Partnership
Portfolio AI & Technology Operating Advisor
A relationship destination after successful project work.
Discuss a partnershipDifferent questions begin in different places.
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