# Bollwerk Labs

> Transforming how companies and nations detect and eliminate threats.

Bollwerk Labs is an applied defense lab in Zurich, making autonomous intelligence safe enough to deploy with real authority. We build and deploy agents and foundation models alongside the institutions they defend. The system investigates, governs, proves, and improves.

## Platform

- [Homepage](https://bollwerk.ai/): Bollwerk's mission, two-engine system, products, and proof surfaces
- [Manifesto](https://bollwerk.ai/manifesto/): Why accountable autonomous defense matters now
- [Research](https://bollwerk.ai/research/): Four unsolved problems, Frontier, Foundry, evaluation environments, and selected writing
- [Data Catalog](https://bollwerk.ai/data/): Data sources ingested by the platform

## Products

- [Culper](https://bollwerk.ai/culper/): Autonomous risk agents for enterprise. They gather evidence, maintain hypotheses, construct cases, and propose actions across enterprise systems, external signals, and regulatory data. Every consequential action is gated, recorded, and replayable
- [Foundry](https://bollwerk.ai/foundry/): The machine-learning workbench for risk models. It trains and benchmarks candidates against your own warehouse, with no egress, and ends every run in one recorded decision: promote, keep, or stop
- [Plainview](https://bollwerk.ai/plainview/): Risk research for investors. Deep research across companies, sectors, and live market events: red flags scored, monitors that stay on watch, comparative research grids, and cited reports in minutes. Covers SEC, UK RNS, EU MAR, and short-selling disclosures
- [AI-Threat Readiness Assessment](https://bollwerk.ai/ai-threat-readiness/): Free assessment across seven dimensions of AI-enabled threat exposure (payment-instruction integrity, synthetic media, AI-augmented phishing, AI fraud, vendor AI surfaces, AI incident response, AI inventory and shadow AI), anchored to NIST AI RMF, NIST AI 600-1, OWASP LLM Top 10, MITRE ATLAS, FINMA 08/2024, the EU AI Act, and DORA

## Solutions

- [Solutions overview](https://bollwerk.ai/solutions/): One platform, three ways in. Risk teams point governed agents at their biggest threats, engineers run them like production software, investors read what they find in public markets
- [Culper for Risk Teams](https://bollwerk.ai/culper/risk-teams/): Financial crime is the proving ground for defensible autonomy. One governed agent runs investigations in shadow mode for 60 days, with measurable results, an investigations graph, and human approval on consequential actions
- [Culper for Engineers](https://bollwerk.ai/culper/engineers/): Run agents like production software. Versioned policy checks every consequential tool call, named approvers hold decisions, an append-only event spine preserves the record, and policy simulation supports shadow-to-enforce rollout

## Research

- [Bollwerk Research](https://bollwerk.ai/research/): Work on long-horizon investigation, adversarial robustness, policy-constrained action, and verifiable decisions
- [Blog](https://bollwerk.ai/blog/): Product updates, research notes, and threat-intelligence briefings

## Data

- [Red Flags](https://bollwerk.ai/red-flags/): Real-time alerts surfaced from SEC filings and market data on public-company risk events
- [Due Diligence Reports](https://bollwerk.ai/due-diligence/): Long-form AI-generated due diligence on public companies (governance, valuation, insider control, M&A risk)
- [Short Campaigns](https://bollwerk.ai/short-campaigns/): Archive of public short-seller campaigns against public companies
- [Short Disclosures](https://bollwerk.ai/short-disclosures/): Regulatory short-position disclosures from UK FCA and German BaFin, updated daily
- [UK Short Disclosures (FCA)](https://bollwerk.ai/short-disclosures/uk/): Net short positions disclosed to the UK FCA (threshold 0.5% of issued share capital)
- [German Short Disclosures (BaFin)](https://bollwerk.ai/short-disclosures/germany/): Net short positions (Leerverkäufe) disclosed via Bundesanzeiger (threshold 0.5%)
- [European Short Disclosures (Combined)](https://bollwerk.ai/short-disclosures/all/): UK FCA + German BaFin disclosures merged into a single view
- [IPO Filings](https://bollwerk.ai/ipo-filings/): Recent IPO filings with risk signals

## Company

- [Changelog](https://bollwerk.ai/changelog/): What we shipped each week
- [Knowledge Base](https://knowledge.bollwerk.ai/): Documentation, terms of use, privacy policy

## Contact

- X: https://x.com/BollwerkAI
- LinkedIn: https://www.linkedin.com/company/bollwerkai/