Our AI Venture
Co-founded by DATAPAT, ConnectSphere is the keystone that turns messy data, legacy silos and custom AI labor into reproducible, scalable outcomes — in months, not years.
The connection
DATAPAT has eliminated redundancy and built redundancy-free data structures since 1985. ConnectSphere takes that exact discipline — now mathematically formalised — and applies it to the hardest problem in enterprise AI: the messy middle no model can fix.
It's not a coincidence. It's a continuation.
The problem
The same entity lives in 5–10+ systems with subtle mismatches. Dashboards disagree. RAG and fine-tuning on dirty data hallucinate. Every AI initiative collapses into expensive, one-off custom labor.
ConnectSphere doesn't patch the mess. It imposes mathematical order above it.
How it works
Read from existing sources — ERP, mainframes, cloud warehouses, legacy cores — in real time or batches. No agents installed, no data copied out, no processes changed.
Pure analysis of occurrence patterns and relationships drives provable normalization. Every entity collapses to exactly one canonical truth — with full provenance.
A lightweight virtual overlay — not another database. A Semantic Dictionary maps cryptic legacy fields to shared business terms. Data stays sovereign at origin.
Feed clean truth to local, on-prem LLMs. Proprietary "Skills" replace brittle RAG — hallucinations drop to near-zero, and delivery becomes templated and repeatable.
Proven acceleration
Using structural connectivity and parallelization, a large-scale ERP analytics replacement was compressed from 24 months to four. ConnectSphere goes further — fixing redundancy at the architectural root first — and delivers a production meta-layer through a focused 6-month POC on Nvidia-powered hardware for local models.
Backed by
ConnectSphere is powered by DATAPAT GmbH together with Schäuffelhut-Berger GmbH and Infira-Group GmbH.