AI Labs
Tool 05 · Pre-sales

Project Risk Estimator

A 0–100 delivery risk score with SHAP attribution — exactly which factors are pushing risk up.

Algorithm
Gradient-boosted classifier + SHAP explanations
SAP AI Lab Client-side MVP demo Upload or sample input
Context & artefacts
Landscape KB not loaded

Upload a SAP-related sample document or use the built-in sample. The output below recalculates immediately in the browser. The Landscape Intelligence knowledge base is treated as the primary context for this tool — if it is not loaded, please run the Landscape Intelligence Pack first, or paste context into the free-text box below.

Accepts PDF · DOC/DOCX · PPT/PPTX · XLS/XLSX · TXT · CSV · PNG · JPG · and more
Modules
Signals
0
Risk
58
Chars
138
Generated output

SAP-ready analysis

Risk score

58/100. Main contributors: integration count, SME availability, data ownership, fixed go-live and custom-code readiness.

SHAP-style attribution

Top drivers are converted into explainable factors so a pursuit or steering committee can challenge assumptions.

Mitigation plan

Start interface discovery, appoint data owners, freeze scope gates and run Clean Core remediation before build starts.