Subprocess Isolation
Each workflow step executes in a dedicated subprocess boundary, preventing shared state contamination and enabling clean recovery.
The Bot Velocity Platform
An enterprise control plane for deterministic automation and governed agentic execution.
Modern AI systems combine language models, tools, workflows, and distributed compute. Without centralized governance, these systems accumulate operational risk: silent failures, uncontrolled retries, policy drift, and unbounded cost.
Bot Velocity provides the architectural foundation to operate intelligent workflows with infrastructure-grade discipline — explicit state transitions, authoritative execution ownership, structured observability, and evaluation as part of the lifecycle.
Deterministic Execution
Every workflow run is governed by a strict lifecycle model. State transitions are explicit, retries are centrally authorized, and execution ownership is never ambiguous.
- Explicit lifecycle state machine with enforced transitions
- Central retry authority with bounded backoff and attempt control
- Lease-based execution ownership preventing duplicate processing
- Idempotent job creation via scoped execution keys
- Dead-letter capture for exhausted or non-retryable workloads
Governed Agentic Execution
Intelligent steps execute inside isolated runner subprocesses. The execution plane enforces containment boundaries while the control plane maintains authoritative lifecycle management.
Agent behavior remains observable, recoverable, and policy-aware — without sacrificing adaptability.
Lease & Heartbeat Model
Runners acquire time-bounded leases. Active heartbeats extend ownership; missed heartbeats trigger automatic reclaim to prevent stalled executions.
Structured Timeout Enforcement
Configurable execution timeouts prevent runaway resource consumption and ensure bounded operational risk.
Tool Orchestration & Evaluation
Tool execution, evaluation, and policy enforcement operate under the same governance model. Agents do not bypass orchestration — they operate within it.
MCP Tool Integration
External and internal tools are exposed through a controlled protocol layer with scoped access and auditable invocation paths.
Integrated Evaluation Engine
Baseline comparison, regression detection, flaky analysis, and policy checks operate on real execution artifacts.
CI Release Gating
Evaluation thresholds integrate directly into release workflows, blocking unsafe changes before they reach production.
Developer Infrastructure
CLI & Runtime SDK
A purpose-built CLI and runtime SDK support packaging, publishing, nested process invocation, and structured instrumentation.
Trace & Cost Visibility
Hierarchical span tracing captures execution flow across steps, model calls, and tool invocations. Token usage and cost are aggregated per run for operational transparency.