Benjamin Zsigri
AI Systems Architect · Multi-Agent Automation & Integrations
BROWSER DEMO · SYNTHETIC DATA
A small, inspectable engineering demonstration

From evidence to
an approved action.

Inspect how a bounded workflow checks source references, rejects unsupported fields, limits retries and requires approval before changing a synthetic record.

What is real: JavaScript validation, control flow, payload hashing and an in-memory write in this tab.
What is simulated: agent roles, research evidence, approval identity and the CRM. No LLM, MCP server or external API is connected.
01 · ResearcherLoad fixture evidence
02 · VerifierCheck cited fields
03 · Human gateMatch payload approval
04 · OperatorApply one local change

Choose a test case

Each run starts from fresh synthetic fixtures. Replay and conflict cases run twice within one session. No real approval or business action is created.

Tool boundaries

researcher → evidence.lookup
verifier → evidence.validate
operator → crm.apply_local

This is deterministic role sequencing, not process isolation or a production access-control system.

Evidence fixture
READY

Run a scenario to inspect the result

The default path stops before any local write.

0local writes in scenario
0external API calls
    Inspect the actual browser result

    Evidence and limits