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ASOE Labs
ASOElabs
Platform

The agentic operating layer

Four named components that work together: Brain captures knowledge, Agents orchestrate, Recipes execute, Shadow enforces compliance. Every decision is constrained, traced, and auditable.

Platform architecture
Data Sources
ASOE Brain
ASOE Agents
ASOE Recipes
Resolution
ASOE Shadow audits every transition between Brain → Agents → Recipes
01

ASOE Brain

Your institutional knowledge, structured

The Brain captures your team's exception-handling expertise — pricing rules, promotion logic, credit thresholds, escalation paths — and converts it into structured, machine-executable intelligence. Skills are loaded verbatim from markdown definitions, never summarized or rewritten.

Key capabilities
  • Skill-based intent classification
  • Domain-specific reasoning guidance
  • Progressive knowledge disclosure
  • Event-type routing
02

ASOE Agents

Autonomous resolution at enterprise scale

Agents orchestrate the full resolution pipeline: classify intent, audit compliance, select recipe, resolve dependencies, execute, and notify stakeholders. Built on LangGraph with explicit state transitions — every step typed, constrained, and traceable.

Key capabilities
  • LangGraph state machine
  • Constrained generation (Pydantic Literals)
  • Circuit breaker protection
  • Gateway dependency resolution
03

ASOE Recipes

Deterministic execution, every time

Recipes are immutable, pure functions that contain all business execution logic. Same input, same output — no autonomous reasoning, no best-effort guesses. Recipes never import policy thresholds directly; all parameters are injected by the orchestration layer.

Key capabilities
  • PriceAdjustmentRecipe
  • CreditHoldReleaseRecipe
  • DuplicatePORecipe
  • Saga-pattern workflows
04

ASOE Shadow

Compliance is architectural, not optional

The Compliance Shadow audits every proposed action before execution. GREEN proceeds, YELLOW requires manual review, RED halts immediately. Verdicts cannot be overridden or bypassed. Automatic execution is allowed only on GREEN.

Key capabilities
  • GREEN / YELLOW / RED verdicts
  • Zero-override policy
  • Policy-hit tracing
  • Explain mode (dry-run audits)

See it in action

Schedule a demo to see how ASOE resolves your specific exception types.

Schedule a Demo