Investigative Analytics
for Sensitive Data.
We find the patterns, name the actors, and cite every source.
Productize your data.
Evidence-grade method.
Every finding traces back to the document, record, or transaction it came from.
Built for sensitive data.
On-premise, private cloud, or fully air-gapped. Your data stays with you.
Start with the service. Stay for the platform.
No vendor lock-in. With our analysts in the loop, you get full value without touching the tech.
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 manual slog.
- ×Months of analyst hours on fragmented sources
- ×Findings with no source trail
- ×Hidden context stays hidden
- ×Nothing reusable when the project ends
Agent-enhanced analysts.
- 5x faster than your analyst team
- Every conclusion linked to its source
- Expert-reviewed report, not raw model output
- AI agents ready for your next question
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.
Cross-source relationship mapping
We connect entities, events, documents, transactions, and communications across formats. The invoice in the PDF, the payment in the database, and the conversation in the email get analyzed together.
Analyzed and structured
We identify patterns, anomalies, gaps, and investigative leads even in the most chaotic environments.
Built for sensitive data
Each engagement is designed around the client's confidentiality, data-handling, and regulatory needs. Aligned with GDPR and EU AI Act requirements.
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 the full investigation.
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 or investigate further
With the architecture proven on the sample, we scale to the full dataset, deepen the investigation, or hand your team the platform to continue exploring.
Forensic-grade analytical discipline.
BCNN works on datasets where mistakes have consequences: investigations, disputes, audits, compliance reviews, and sensitive decisions.
Evidence-oriented
Every finding links to the document, record, or relationship behind it. Decision-makers can inspect what backs each conclusion.
Proven in high-stakes contexts
We worked across investigations, media, legal, logistics, corporate intelligence, and financial-crime engagements.
What You Get
- 1. Structured intelligence datasetSQL/JSON
- 2. Knowledge graph & relationship mapArchitecture
- 3. Evidence-backed analytical reportFindings
- 4. Interactive exploration interfaceAI Interface
BCNN is a hands-on boutique. Senior people stay close to the work, from scoping and methodology to analysis and delivery.
Case Studies.
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.
Corporate knowledge intelligence
Unstructured data silos
Source-linked answers cited from specific pages and documents.
Intelligence & Investigation
Information overload across fragmented sources
Timelines, actor maps, and traceable chains of evidence.
Audit & due diligence
Disconnected logs across systems
Cross-source verification, entity mapping, and red flags traced to their evidence.
Investigative journalism
Scattered sources across CMS, archives, past coverage, and external data
Source-linked story leads connecting your newsroom's archive with external datasets.
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.
Workforce Enablement.
Data is one part of the equation. People are the other. Transform your teams into active AI power users.
Workshops for both technical teams and executive leadership that ensure long-term adoption of AI.
Curriculum Highlights
Strategic & Technical Tracks