PLATFORM
The foundation is already built.
Six infrastructure pillars every complex AI workflow needs, prebuilt and running on day one. Orchestration, live data, security, and audit, inherited, so answerability is automatic and not extra work.
The Problem
Every complex AI workflow starts with the same trap.
The Infrastructure Tax
Six to twelve months of foundation work before any workflow value. Building orchestration, security, and audit from scratch while business needs wait.
The Integration Wall
Live data integration as a prerequisite, not a feature. Enterprise data is scattered. Connecting it to AI workflows is where most projects stall.
The Iteration Bottleneck
Workflow logic that requires deployment to test. Every change means another release cycle. Iteration speed collapses under its own weight.
Pillar 1
AI Orchestration Engine
Multi-step AI workflows with conditional logic, branching, and state management. The orchestration layer implements the three-route gate: accept, return for refinement, or escalate to human judgment.
- Three-route decision gates (accept, return, escalate)
- Sequential and parallel task execution
- Conditional branching based on AI outputs
- State management across workflow steps
- Designed escalation to named humans
- Real-time execution monitoring
ORCHESTRATOR
MODEL
(Reasoning Engine)
BELIEF STATE
(Persistent)
State structure:
Persistent
Explicit belief state maintained across calls and sessions.
Pillar 2
Live Data Integration (RAG)
RAG pipelines that connect to enterprise data sources. Your AI workflows operate on current data, not stale snapshots. Context is live.
- SQL database connectors
- REST and GraphQL API integration
- File system and document ingestion
- Vector store management
- Incremental indexing
- Context window optimization
Pillar 3
Multi-Model AI Management
Route to different models based on task, cost, or capability. Add new models without changing workflow code. The abstraction handles the complexity.
- Model routing by task type
- Cost-based model selection
- Capability-based routing
- Fallback chains for reliability
- Usage tracking and cost allocation
- Model performance comparison
Pillar 4
Enterprise Security
SSO, RBAC, encryption at rest and in transit. Security is the floor, not an add-on. Air-gapped deployment available for defense and regulated industries.
- SSO via SAML 2.0 and OAuth 2.0/OIDC
- Role-based access control (RBAC)
- Encryption at rest and in transit
- Prompt injection defense
- API key management
- Air-gapped deployment option
Pillar 5
Audit and Compliance
The Record is a first-class component. Captures frame, candidates, evaluation, gate action, refinement, and human judgment. Preserves contemporaneous state. Built to be read by someone not present. Actually read, for drift.
- Captures every component of the decision
- Full prompt and response logging
- Human judgment with reasoning preserved
- Timestamp and actor attribution
- Drift detection over time
- Built for compliance and continuous improvement
Pillar 6
Structured Output Management
JSON schemas, validation pipelines, and type-safe outputs. AI results that integrate cleanly with downstream systems. No parsing surprises.
- JSON schema enforcement
- Output validation pipelines
- Type coercion and normalization
- Error handling and retry
- Schema versioning
- Integration-ready formats
WHAT GETS BUILT
Workflow logic. Decision Architecture.
With the infrastructure handled, development focuses on what matters: the workflow logic that captures your organization's expertise and the decision gates that keep humans in control.
Generation
AI produces candidate outputs based on workflow context and enterprise data
Evaluation
Multiple scoring dimensions applied to each candidate
Threshold
Results checked against configurable acceptance criteria
Designed Escalation
The system recognizes when a case has reached the edge of its competence and routes it to a named human role
Orchestration
Approved outputs flow to downstream systems and workflows
Ready to evaluate
See how the platform fits your workflow.
A strategic conversation about your situation. No pitch deck. No pressure.