We Make The Future 2026
From intelligence prompting to autonomous engineering.
A proprietary stack, built from scratch.
The Real Bottleneck
It's the gap between human intent and digital execution. Bolt-on AI produces uncertain results. When they fix the process first, intelligence thrives.
Talk about AI. Bolt-on AI onto broken processes. Vendor-dependent on black-box APIs. Talking about AI becomes a substitute for building it.
Build with AI. Embed AI into standardized processes. Sovereign stack, owned from scratch. We didn't adapt our processes to AI — we brought AI inside our processes. Tried LoRA, tried custom nets, iterated. Deterministic. Reliable. Repeatable.
The Foundation
Before Maffeis, a single project produced 5 files that never matched. Now: one digital model that feeds both BIM and FEM with mathematical 1:1 correspondence. No other firm does this.
The Engine
Not separate tools — a self-correcting engineering lifecycle. From raw physical data to validated, delivered results.
Neural networks for predictive stress analysis in structural glass. ~3s vs ~2h FEM run. 98.2% accuracy.
→ Your bridges: predictive maintenance, zero unplanned closures
Autonomous structural optimization with AI-driven loops. 3x faster design cycles, 15% material savings.
→ Your structures: optimized designs in days, not weeks
Neural network detects and corrects tag placement errors in BIM models. Zero manual verification. 99.7% accuracy.
→ Your documentation: every table matches the model
AI-generated presentations in corporate format. Minutes, not days.
→ Your reports: generated in hours, reviewed in minutes
Writes Grasshopper plugins on demand. Say "make me a bridge generator" — full workflow, zero code.
→ Your engineers: new components in minutes, not weeks
Proof of Doing
Concrete results from real projects. Not prototypes.
Drawing generation with exact 1:1 correspondence to the model. Engineer modifies a beam → FEM reloads → tables update. Before: 5 mismatched files. After: 0 errors.
100% parametric workflow. Everything in Grasshopper components. Strauss called only to launch analysis. Entire workflow in the Maffeis ecosystem.
Neural network for predictive stress analysis in structural glass. 98.2% accuracy. 3-second prediction where FEM takes 2 hours.
Neural network detects and corrects tag placement errors in BIM models. 99.7% accuracy. Zero manual verification.
Sovereignty
Your infrastructure data is too sensitive for public clouds. We solved privacy before we even started building the agents — because the best way to protect data is to never send it anywhere.
European-only hosting. Zero cross-border data transfers. Full geographic control.
Rented GPUs in European datacenters. Compute power without data leakage.
Self-hosted, fine-tuned language models. No third-party API dependency. Full transparency.
Complete compliance. Zero cross-border transfers. Your data never leaves your control.
Closing
"The question isn't whether intelligence is the future. It's whether you'll build the system that owns it — or rely on a vendor to own it for you."
Built by 50 engineers who code. Powered by 8 years of systematic build. No vendor roadmaps.
No third-party dependencies.
Maffeis Engineering SpA