A2AI
Products

Five live products.

Each product is a working, in-browser demo built on the same algorithms our consultants use on live SAP engagements. No mockups, no waiting list.

Forecast
Core Product · 04

Cost & Timeline Forecaster

P25 / P50 / P75 / P90 effort and cost in minutes, with an ACTIVATE-phased timeline you can defend.

Algorithm: Quantile LightGBM + 10K-run Monte Carlo + Gaussian copula
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Search
Core Product · 07

Fiori App Recommender

Search 1,800+ standard SAP Fiori apps by requirement, role or T-code.

Algorithm: Bi-encoder retrieve + cross-encoder ColBERT re-rank
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Quality
Core Product · 09

Clean Core Scorer

Quantifies SAP RISE readiness and Clean Core compliance across 7 weighted pillars and 42 sub-criteria.

Algorithm: Multi-criteria weighted aggregation against SAP Clean Core whitepaper
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Design
Core Product · 10

Change Impact Analyser

Node2Vec embeddings over an 8k-node SAP knowledge graph — see every direct, transitive and watch-list object a change touches.

Algorithm: Node2Vec graph embedding + 3-hop BFS propagation with risk weighting
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Generation
Core Product · 14

Test Coverage Intelligence

Generates risk-weighted positive, negative, edge and integration test scenarios per SAP module.

Algorithm: Retrieval-augmented LLM constrained by SAP test taxonomy + 1,800 reference scenarios
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