AI Workflows
That Actually Work
OTTO L9: typed multi-agent workflows with risk-threshold HITL gates, IB coordination, and Merkle audit chains. Purchase approvals, contract reviews, employee offboarding — automated and audit-ready. Zero external LLM.
How OTTO L9 Works
Multi-agent orchestration with human-in-the-loop governance
Typed Workflow Templates
Select a pre-built workflow template: purchase_approval, employee_offboarding, contract_approval, supplier_onboarding, or any custom YAML template. Each step is typed with input IB event, output IB event, executing AI agent, and risk threshold.
Multi-Agent Execution
OTTO L9 routes each step to the appropriate BrainPredict AI platform: Finance AI for budget impact, Legal AI for compliance check, HR AI for people impact, Risk AI for exposure quantification. Zero external LLM API calls. Fully auditable.
HITL Risk Gates
When a step's output risk score exceeds the configured threshold, the workflow automatically pauses. A workflow.hitl.required IB event is published. The workflow resumes only after a human approver signs off — with their decision anchored in the Merkle ledger.
Merkle Step Chain
Every workflow step — input, AI decision, human override, output — is SHA3-256 Merkle-chained into an immutable audit record. Full workflow replay available for regulatory audit or litigation.
Pre-Built Workflow Templates
Purchase Approval
Budget check → risk assessment → HITL sign-off for purchases above threshold
HITL threshold: €50,000Employee Offboarding
HR impact → system access revocation → payroll calculation → compliance check
HITL threshold: All casesContract Approval
NLP risk analysis → causal review → legal HITL → Finance AI budget impact
HITL threshold: Risk > 0.55Supplier Onboarding
Credit risk → compliance check → ESG score → approval workflow
HITL threshold: Risk > 0.40Enterprise-Grade Orchestration
Zero External LLM
All agent reasoning done by BrainPredict-native BERT + GBM models. No OpenAI, no Anthropic, no data leaving your infrastructure.
IB-Coordinated Steps
Each step publishes a typed IB event. Cross-platform reactions trigger automatically — no custom integration code.
YAML-Configurable Templates
Define custom workflow templates in YAML. Publish as IB events. No code changes required.
Parallel Step Execution
Independent workflow steps execute in parallel. Only dependent steps wait. Optimal latency for complex multi-agent workflows.
Rollback + Compensation
If a step fails or is rejected, automatic compensation actions reverse completed steps. Saga pattern built-in.
Full Regulatory Audit
Merkle-chained step records satisfy EU AI Act Art.9, GDPR Art.22, and DORA ICT resilience audit requirements simultaneously.
Automate complex decisions with confidence
OTTO L9 handles the orchestration. You handle the exceptions. Fully audited.
Deploy Your First Workflow