AI Labs

Nine specialist SAP AI tools.

These are the remaining lab tools behind the A²AI pipeline. Each opens into its own working MVP page with client-side demo output.

Pre-sales

Lab Tool 01

Document Intelligence

Ingests RFPs, AS-IS docs and process flows in any format. Structured extraction with source-linked summaries.

OCR + layout-aware parsing + LLM extraction

Open lab demo

Pre-sales

Lab Tool 02

Requirements Extraction

Auto-builds a requirements register with Functional / Non-Functional split, MoSCoW priority and SAP module tagging.

Sequence labelling + rule-based MoSCoW classifier

Open lab demo

Pre-sales

Lab Tool 03

SAP Module Router

Semantic mapping of every requirement to the right SAP modules, sub-modules and licence implications.

Bi-encoder semantic search over SAP module catalog

Open lab demo

Pre-sales

Lab Tool 05

Project Risk Estimator

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

Gradient-boosted classifier + SHAP explanations

Open lab demo

Pre-sales

Lab Tool 06

RFP Chat

Natural-language Q&A over every uploaded document, with inline citations back to the source page.

Retrieval-augmented generation with citation grounding

Open lab demo

Classification

Lab Tool 08

RICEFW Classifier

Classifies every custom development as Report, Interface, Conversion, Enhancement, Form or Workflow.

XGBoost over TF-IDF + 14 hand-crafted features + naming-rule overrides

Open lab demo

Design

Lab Tool 11

Compliance Matcher

Auto-maps requirements to 20+ frameworks across 40+ countries — with the SAP configuration that satisfies each control.

Semantic search + control-to-config knowledge base

Open lab demo

Design

Lab Tool 12

Integration Pattern Advisor

Recommends sync, async, event or batch — with the matching BTP/CPI/API technology and reuse opportunities.

Decision tree over latency, volume, durability constraints

Open lab demo

Delivery

Lab Tool 13

Portfolio Intelligence

Roll-up of scope, cost, risk and compliance posture across every active engagement.

Engagement aggregation + drift detection

Open lab demo