From Research to Products

Every product here started as a research challenge and became production software. Built on proprietary architectures, running on our infrastructure, solving real problems today.

Hawk-a-Doc

Intelligent Document Processing Automation

Documents arrive in every format: PDFs, scans, handwritten forms, even voice. Hawk-a-Doc handles them all. We automatically detect, extract, and integrate that information directly into your enterprise systems.

The real difference is reliability. We eliminate hallucinations by validating every extraction against your actual data.

It's an automated workflow tailored to your specific document types, with human-in-the-loop review to ensure even edge cases are handled with absolute precision.

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Hawk-a-Doc
What does it do?

Minimum hallucination extraction

End-to-end automation:

detect → extract → transform → integrate

Handles PDFs, scans, images, and voice inputs

Automatic matching with your existing structured data

Custom workflows built from your real document examples

Layout detection for complex forms and tables

Direct integration with enterprise databases and systems

Used IN

Legal

Finance

Insurance

Healthcare

Government

Logistics

Stem&Jam

Stem&Jam

AI Audio Separation & Practice Platform & Audio AI

Isolate any instrument from any track. Stem&Jam uses our proprietary transformer architecture to split music into clean stems: vocals, guitar, drums, bass, and keys.

Practice Mode turns those stems into your personal rehearsal space.

Mute an instrument to play the part yourself, or solo it to hear specific nuances. Adjust the tempo, loop sections, and record your performance.

It's the ultimate way to learn, perfect your timing, and jam with a virtual band built from your favorite tracks.

What does it do?

Proprietary architecture from original EU-funded research

Studio-grade stem separation:

Vocals, guitars, drums, bass, piano, saxophone, trumpets...

Efficient model design requiring less training data

Browser-based processing—no software installation

Practice & Learn:Isolate or mute any instrument
Virtual band:Play along with isolated backing tracks
Tempo control:Slow down or speed up without pitch shift
Record & analyze:Capture your playing, compare to original

Used by

Music Production

Musicians & Bands

Music Education

Content Creators

AiPaNDa

Privacy & Data Protection

Classify, and protect sensitive data in real-time.

AiPanDa acts as an intelligent data proxy, identifying personal information across your systems and applying anonymization before it reaches downstream processes.

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AiPaNDa
What does it do?

PII detection and classification

Automated anonymization at the source

Used IN

Healthcare

Finance

Insurance

Any regulated industry

Atomic Data Catalog

Atomic Data Catalog

AI-Driven Data Governance

Your data ecosystem, organized by AI.

Automatically catalog datasets, track lineage across transformations, and explore everything through natural language.

Atomic Data Catalog
What does it do?

Intelligent auto-cataloging and metadata enrichment

End-to-end data lineage visualization

Natural language search and exploration

Business glossary with semantic relationships

Integration with existing BI and data tools

Used IN

Enterprise

Finance

Retail

Manufacturing

Research

Healthcare

CopyDat

Synthetic Tabular Data for Safe Sharing (Research in progress)

Real data is valuable, but sharing it is a liability. CopyDat solves this by generating high-fidelity synthetic datasets. We preserve the statistical and semantic properties you need for analysis, while making re-identification mathematically impossible.

We handle the complex cases others can't: high-dimensional data, longitudinal records, and intricate dependencies.

Our pipeline automatically validates both data utility and privacy guarantees, giving you safe, realistic data without requiring deep ML expertise.

CopyDat
What does it do?

Handles high-dimensional data (5,000+ columns)

Privacy validation: prevents re-identification

Supports complex, longitudinal, high-dimensional data

Automated quality and privacy metrics

Privacy-compliant data sharing workflows

Preserves statistical fidelity and downstream utility

Automated quality and privacy metrics

GDPR, HIPAA-ready data sharing workflows

AutoSynth approach

USE CASES:

Cross-organizational data partnerships

Safe LLM training on enterprise data

Research collaboration without data transfer

Open government data with citizen privacy

Used IN

Healthcare

Research

Finance

Government

Any regulated industry

Data Jeeves

Data Jeeves

Conversational BI Platform

Ask databases anything in plain language. Data Jeeves federates queries across multiple sources, understands your business terminology through knowledge graphs, and returns validated answers, hallucination prevention.

Automatically catalog datasets, track lineage across transformations, and explore everything through natural language.

Data Jeeves
What does it do?

Natural language to SQL with schema-aware validation

Federated queries across multiple databases

Knowledge graph for business context and terminology

Ad-hoc reports generated from conversation

Hallucination prevention

Used IN

Enterprise BI

Finance

Operations

Data-driven organizations

Participation in the research

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