Apples-to-oranges proposals
Initiatives use domain-specific KPIs that make direct comparison difficult.
Decision intelligence for capital allocation
Put every initiative in a common economic framework.
Schultz Analytics turns unstructured business proposals into transparent financial models, quantified uncertainty, and executive-ready comparisons.
Built for leaders comparing revenue, cost, risk, and strategic investments on equal footing.
Initiative evaluation
Analysis complete
Claims Automation Program
Expected NPV
$8.4M
5-year economic value
Probability positive
87%
Across simulated outcomes
Downside case
$2.1M
25th percentile
Simulated value distribution
10,000 scenarios
Recommendation
Attractive expected value with manageable downside risk. Prioritize for detailed feasibility review.
The problem
Great ideas arrive in different languages.
Finance sees return. Product sees adoption. Operations sees capacity. Risk sees exposure. Leadership still has to decide which initiative deserves the next dollar.
Hidden assumptions
Business cases often present a single-point estimate while uncertainty stays buried in spreadsheets and judgment.
Limited modeling capacity
Finance teams cannot build a bespoke probabilistic model for every initiative entering the portfolio.
The platform
From business narrative to decision-ready economics.
Schultz Analytics combines AI-assisted information extraction with deterministic financial modeling and simulation. The result is not another black-box score—it is an explainable economic case leaders can inspect, challenge, and compare.
✓ Extract relevant KPIs from business proposals
✓ Surface assumptions and missing inputs
✓ Translate domain value into financial impact
✓ Quantify upside and downside with simulation
✓ Compare initiatives using consistent economics
Portfolio comparison
Normalized
Rank initiatives by economic value
1
Claims AutomationCost reduction
$8.4M87% positive
2
Retention OfferRevenue protection
$6.9M79% positive
3
Fraud ControlsExpected loss reduction
$5.7M92% positive
4
New Product LaunchRevenue growth
$4.1M64% positive
How it works
One pipeline. Four decisions made clearer.
Read
Ingest the initiative narrative, supporting assumptions, and available KPIs.
Translate
Map operational or strategic outcomes into the financial drivers that matter.
Simulate
Model uncertainty across thousands of plausible scenarios instead of relying on one forecast.
Compare
Evaluate expected value, downside exposure, confidence, and tradeoffs across the portfolio.
Our principle
AI should clarify the decision—not make it for you.
Schultz Analytics is designed around transparent assumptions, deterministic financial logic, and human review. Leaders stay accountable for judgment while gaining a more rigorous view of the economics.
Build a better investment case
Request a demo →
Compare initiatives with more rigor—and less spreadsheet theater.
Schultz Analytics is currently working with early design partners to refine the decision intelligence platform.