Octopus is a verified AI platform for regulated industries. Every answer cites its source. Every model is structurally audited. Every module is traceable.
Monolithic models bundle every capability into a single weight surface. That bundling is exactly what makes them fragile.
Four moving parts, each with a single job. The boundaries between them are what makes the system safe to extend and safe to operate.
Routes queries to specialized arms. Analyzes intent, selects the right module, orchestrates multi-arm collaboration.
Fine-tuned models per industry. Banking arm live (FINMA, MiFID II, DORA). Pharma and Insurance on roadmap. Add, remove, enable, disable via configuration.
Keyword and capability matching routes each query to the right arm. Detects when multiple arms should collaborate.
sal-torch structural health checks. Fragility Index, drift detection, layer classification. Published at PPAM 2026 (Springer LNCS). The compliance officer can verify the model is structurally identical to the one validated at deployment.
One arm per regulated domain, each trained on its own regulatory corpus. Banking is live today; the next two are on the roadmap.
Regulatory compliance for financial institutions. FINMA circulars, MiFID II, DORA, Basel III. KYC/AML document analysis. Automated compliance reporting. On-premise, auditable, cited.
Regulatory intelligence for life sciences. ICH, FDA, EMA guidelines. Clinical protocol review. Pharmacovigilance. GxP compliance. Collaboration with Roche pRED ongoing.
Regulatory compliance for insurers. Solvency II, IDD, EIOPA. Claims analysis. Underwriting support. Swiss market first.
Numbers from the platform as it runs today, restated in business language.
For teams that want to deploy verified AI in their own environment — on their own servers, under their own audit.
We fine-tune a specialized arm on your regulatory corpus. Your compliance expertise becomes an Octopus module. Banking arm trained on 332 regulatory Q&A pairs, with more domains coming.
Discuss a custom armWe analyze your AI models with sal-torch — Fragility Index, layer classification, drift detection. Published research (PPAM 2026, Springer LNCS). Compliance-ready PDF reports.
Request an auditWe deploy Octopus in your infrastructure. Docker Compose, on-premise only. Your data never leaves your servers. Caddy/Nginx reverse proxy, SSL, production-ready.
Discuss deploymentBeyond Octopus, we deliver applied AI for Swiss businesses — pragmatic, secure, maintainable.
Custom software augmented by AI. Production-grade, secure, maintainable.
Legacy systems transformed progressively. Intelligent automation, without disruption.
Assessment, roadmap, prioritization. Clarity before investment.
Data orchestration, anomaly detection and system health scoring. For IoT, IT and industrial.
Application-layer security that understands your business logic. API contract validation with intelligent learning.
Training-time structural sparsification for PyTorch transformers. 2,700+ downloads on PyPI. Published at PPAM 2026 (Springer LNCS).
30 minutes to understand your needs. No commitment.
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