Actionable
Engineering
Intelligence
Platform

Sparkey brings control back to engineering leaders
lifting developers AI proficiency and optimizing token spend

Book a Demo See How It Works

AI Adoption and UsageAgent ObservabilityEngineer-Agent ProficiencyAI Opportunities and Risks DetectionToken Cost OptimizationCode Quality EvaluationDelivery EfficiencyAI ROI MeasurementPrompt EffectivenessAI Adoption and UsageAgent ObservabilityEngineer-Agent ProficiencyAI Opportunities and Risks DetectionToken Cost OptimizationCode Quality EvaluationDelivery EfficiencyAI ROI MeasurementPrompt Effectiveness

Use Cases

Sparkey bridges the gap between
AI usage and outcomes value

By connecting AI activity to engineering outcomes, Sparkey reveals:

True ROI of AI

Connects AI spend to real engineering outcomes, showing the value your investment actually delivers

AI Proficiency

Concrete recommendations that lift developer skill and improve the cost-to-outcome equation over time

Token Accounting

Tracks token spend across teams, tools and workflows - pinpointing where resources are wasted and continuously acting to eliminate it

Last 30 days ▾

AI-Assisted Merges

42%+9%

Value / $1 AI Spend

$4.60+18%

Cost per PR

$55-18%

AI-attributed value vs spendUSD · weekly

FEBMARAPRMAYJUNJUL

Work itemAI shareCostStatus

feat: checkout retry flow78% AI$12Shipped

fix: cache invalidation on deploy54% AI$8Shipped

refactor: auth middleware91% AI$23In review

Engineering leaders and teams regain control with a clear, decision-grade picture that identifies reduction in quality and operational waste
weeks before they become crisis

AI Proficiency Index

Your team is getting better, continuously.

Introducing the "AI Proficiency Index" - a composite measure of your team's engineer-agent collaboration maturity, scored across six dimensions from prompt effectiveness to outcome validation, so leaders can see exactly where proficiency is rising and where to coach next.