IVE — the intelligence and execution engine
IVE is InsightValues’ intelligence and execution engine. It turns strategic context into verifiable action and connects reasoning to execution across the ecosystem.
The Five Stages
Context
Retrieve the project’s structural context, including objectives, ongoing actions, and scored opportunities.Reason
Identify the highest-impact strategic gap without a corresponding action.Act
Create exactly one structured and justified action per execution.Verify
Confirm persistence with a read-after-write check.Persist
Record the verified strategic decision in durable business memory for future context.Human Gate: authorization before execution
The Act step does not mean automatic execution. Every structured action passes through a decision gate before having any effect on the real world.
Proposed action
IVE formulates exactly one structured action, with the justification that led to it — never more than one per execution.Policy / Risk
The action is evaluated against a risk policy before having any effect on the real world.Authorization
Actions within the accepted risk limit proceed. Actions outside that limit wait for an explicit human decision before advancing — the Human Gate itself.Execution and result
Only then is the action actually executed, and the result is captured — never simply assumed to be successful.Verification
The Verify step confirms via read-after-write that what was recorded is, in fact, what exists in the system.Execution Receipt
Each execution generates a traceable record — actor, action, policy version, approval state, and the execution_id already present in the current implementation — to audit later exactly what happened and why.This is not unrestricted autonomy. It is the opposite: a person remains in command of the decisions that matter, with the agent handling the mechanical part of reasoning, proposing, verifying, and recording.
Current Implementation
The reference implementation documents Google Cloud Run architecture, Supabase JWT authentication, Supabase Row Level Security, four tools, execution tracing, and deterministic idempotency. Public deployment and runtime availability require separate verification.
The business-memory write path is correct according to code review but still requires independent public validation.
IVE Strategic Execution Agent
The IVE Strategic Execution Agent was built for the All Things Agentic Hackathon 2026 with Google ADK and Gemini 3.5 Flash.
Access the Ecosystem
IVE is available
Join the InsightValues ecosystem. IVE available — Quant and Impact in Early Access Advanced Lab.