SAP × AI · My Tool Suite

I build my
own tools.

Ten years of SAP consulting taught me where the real friction lives — in ad-hoc reporting queues, in FICO blueprints written by hand, in the gap between what a business user needs and what a technical team can deliver fast enough.

So I started building. Each tool in this suite solves a problem I personally ran into on the job. No theoretical demos — these are tools I use.

2 tools live  ·  2 built.
My SAP × AI Suite

Select a tool

Click any tool below to explore it in full — features, architecture, demo, and live link.

Tool 01 · SAP Blueprint Generator

Business requirement.
Blueprint in seconds.

An AI-powered reference tool for SAP data architecture — built for consultants navigating S/4HANA and ECC landscapes. Describe a finance reporting need in plain language and get back an interactive table map across 80+ SAP tables, AI-generated pipeline architecture, SQL code templates, and a professional Technical Design Document PDF — ready for client handoff.

Live Demo

From plain-English business requirement to full S/4HANA blueprint — table mapping, architecture pipeline, solution phases, and TDD export.

✕  Before — Manual Blueprint
  • Read business requirement
  • Research ACDOCA/BKPF fields manually
  • Map to S/4HANA tables (2–3 days)
  • Write TDD + functional spec documents
40 hrs
per blueprint / TDD
✓  With Blueprint Generator
  • Describe requirement in plain English
  • AI maps across 80+ S/4HANA tables
  • Review architecture + solution phases
  • Export PDF TDD — walk into client meeting
30 sec
from requirement to blueprint
Key Features
Interactive Table Map
80+ SAP tables visualized with React Flow — filter by module, system, and explore join relationships.
AI-Powered Discovery
Two-call Claude AI pattern — maps queries to SAP processes, then enriches with table-specific insights. Zero hallucination.
5-Phase Architecture Pipeline
Ingestion → Staging → Dimensions → Analytic Model → Consumption layer. Each phase with SQL templates.
TDD PDF Export
Professional Technical Design Document with cover page, data map, source tables, and effort estimation.
SQL Code Templates
Ready-to-use staging views, dimension views, currency conversion, fiscal year filtering, and ledger logic.
Solution Flow Phases
Step-through solution architecture with effort estimates — from data extraction to SAC consumption.
Inside the Tool
Interactive table relationship map with 80+ SAP tables
Interactive Table Map — 80+ SAP tables with join relationships
5-phase architecture pipeline visualization
Architecture Pipeline — Ingestion to Consumption in phases
Solution flow with AI-generated phase details
Solution Flow — AI-generated phase-by-phase breakdown
Effort estimation display for blueprint delivery
Effort Estimation — Time and resource planning at a glance
Tech Stack
Frontend
React 19
Vite · Tailwind CSS
AI Model
Claude API
Two-call pattern
Visualization
React Flow
Interactive graph
Backend
Express.js
Vercel serverless
Export
jsPDF
TDD document gen
Choose Your Landscape

The tool doesn't force a single path. Select your SAP process — the entire architecture adapts: source tables, extraction logic, staging rules, and consumption layer.

P&L / GL Financial Report
FI-GL
Fixed Asset Register
FI-AA
Procurement Analytics
MM-PUR
Cost Object Report
CO
Master Data Quality
Cross-Module
Phase 1
Ingestion
CDS / ODP extraction from S/4HANA
Phase 2
Staging
Cleansing, type casting, validation
Phase 3
Dimensions
Master data joins & text resolution
Phase 4
Analytic Model
Star schema & measures
Phase 5
Consumption
SAC · Power BI · REST API
SAP Module Coverage
ModuleKey TablesCoverage
FI — General LedgerACDOCA, BKPF, BSEG, FAGLFLEXA, SKA1Full
AA — Fixed AssetsANLA, ANLB, ANLC, ANLZFull
AP / ARBSIK, BSAK, LFA1, KNA1, REGUHFull
CO — ControllingCOEP, COSP, CSKS, CSKT, KSTARFull
CDS ViewsI_JournalEntry, I_GLAccountLineItem, I_FixedAssetIndexed
Tool 02 · SAP Query Intelligence

Natural language.
HANA SQL.

Business users shouldn't need to raise a ticket every time they need data. This tool takes a plain-English question and returns validated SAP HANA SQL in about five seconds — with a plain-language explanation of what it does.

✕  Before — Manual Process
  • Business user needs a report
  • Raises a ticket to IT / BW team
  • Developer writes SQL manually
  • Review → test → revise → send back
2–5 days
per ad-hoc request
✓  With SAP Query AI
  • Type question in plain English
  • AI generates SAP HANA SQL
  • View results + explanation
  • Copy SQL → run in HANA Studio
~5 sec
from question to query
System Architecture

A four-layer stack — Consumption, Engine, Metadata, and Source Systems — with schema-aware context injection to produce validated HANA SQL.

SAP Query AI — four-layer architecture diagram
Live Demo

A walkthrough from plain-English question to generated HANA SQL, with live results and a plain-language explanation of the logic.

Tech Stack
Language
Python 3.12
Backend & CLI
Framework
Flask
REST API · Web UI
AI Model
Llama 3.3 70B
via Groq AI
Database
SAP HANA
Target query engine
Data Layer
Datasphere
Virtual data models
SAP Data Models Supported
PlatformData ObjectsStatus
SAP HANA NativeTables, Calc ViewsBuilt
SAP DatasphereAnalytic Models, ViewsBuilt
SAP S/4HANACDS Views (I_, C_, Z_)Ready
SAP BW/4HANACompositeProviders, ADSOsReady
BEx QueriesMDX generationRoadmap
SAP Analytics CloudStories, ModelsRoadmap
Let's Connect

Want to see
these in action?

Whether you're an SAP team looking to cut reporting overhead, a consultant exploring AI add-ons, or just curious about what's possible — I'd love to connect.