Fight internal fraud with
Investigative Analytics
for Sensitive Data.
Data lakes are data swamps.
The answers are in there. So is everything else: duplicate records, dead-end documents, signals scattered across systems that don't talk.
BCNN goes in, connects the dots across text and numbers, and comes back with source-linked findings and a graph your team can keep querying.
The Networks Notebook.
The Networks Notebook is BCNN's investigation engine. Four parts working together: a graph database, a BI engine for text and numerical data, GraphRAG, and a swarm of AI agents that build and verify hypotheses. It delivers evidence-backed answers, source-linked, ready to inspect and challenge.
The invoice, the payment and the email, analyzed together.
Patterns, anomalies and leads, out of chaotic data.
Confidentiality and compliance, GDPR and EU AI Act aligned.
First answers in 3 weeks.
Send us a representative sample of your dataset. In three weeks, we return evidence-backed analysis you can act on - and a clear path to what comes after: the full investigation and full monitoring.
Scope & sample
We define the question, agree what "answered" looks like, and ingest a representative sample.
Connect the dots
We extract entities, relationships, events, and transactions, and build the graph that links them.
The first package
You receive a structured dataset, the relationship graph, an analysis report with source-linked findings, and access to our AI interface.
Scale and leave it watching
We scale to the full dataset, deepen the investigation, and leave the monitoring running: the patterns we mapped, watched inside your own infrastructure. We hold none of your data. You hear when something moves.
Meet our founders.
Michał Domański
CEO BCNN
Business and Operations
8 years building tech businesses, after scaling business development in pharma and IT. Works with European public institutions on AI adoption. TEDx speaker, featured in Business Insider, and ambassador for the Swedish-Polish Chamber of Commerce.
Paweł Gołąb
CTO BCNN
Technology and data analysis
Over 10 years with AI and investigative analytics systems, including air-gapped analytical software for a top intelligence agency. Lecturer at the Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, and co-author of AI in the Polish Public Sector.
Case Studies.
BCNN works on datasets where mistakes have consequences: investigations, disputes, audits, compliance reviews, and sensitive decisions. Every finding links to the document, record, or relationship behind it.
Fraud Detection
Analyzed driver behavior signals and logistics exchange data to identify anomalous patterns and reconstruct hidden relationships.
Detected indicators of a non-compete breach. Findings used to support legal proceedings.
Fighting Enemy Disinformation
Deployed sentiment, activity, and network analysis to map coordinated botnets and troll farms behind disinformation campaigns.
Mapped the account networks and amplification patterns behind a specific campaign - disrupting the infrastructure and finding main actors.
Script Continuity Mapping
Mapped characters, relationships, events, and continuity across 1,000 episodes of a long-running series using graph-based analysis.
Faster context retrieval for writing teams, fewer continuity errors, and reduced production costs.
Deploy where your data lives.
BCNN adapts to the client's infrastructure. We work within existing cloud environments, sovereign compute, private data centers, on-premise hardware, or fully air-gapped systems.
Commercial Cloud (BYOC)
Already using AWS, Azure, or Google Cloud? BCNN works within your existing environment, security model, and billing.
Sovereign Data Centers
For projects requiring data residency or jurisdictional sovereignty, we deploy on dedicated private compute infrastructure.
On-Premise & Air-Gapped
For highly sensitive datasets, BCNN runs in restricted or fully offline environments. No data leaves the premises.