GQ Agents.
Multi-agent orchestration
with audit trails built in.
Every action is a work packet. Every result is logged. Every decision is replayable. Designed for environments where you must prove what an agent did, why, and on whose behalf.
Agents are easy to demo.
Hard to defend.
Most agentic frameworks give you LLM calls and a prayer. When the regulator, auditor, or board member asks what your agent did and why, you have a transcript, not an answer. GQ Agents makes the answer the protocol.
of GenAI pilots deliver zero P&L impact (MIT, 2025).
of organisations have no formal AI governance in place (IBM/Reco, 2025).
median wait for an agentic workload to clear MRM when provenance is missing.
A protocol designed
for an audit, not a demo.
Work packets, not opaque chains
Every unit of agent work is a structured envelope: instruction, context, success criteria, test command, invoker. Nothing happens off the record.
Peer agents, not hidden hierarchy
Agents discover and invoke each other through a shared registry. No black-box framework deciding which model gets which task in production.
Replayable execution
Every packet, every result, every shared-memory write is appended to an event log. Re-run any decision a regulator asks about. Show exactly what happened.
Human-in-the-loop where it matters
Configurable escalation. Threshold-based handoff to a human reviewer. Approval gates for destructive or high-stakes actions. Built into the protocol, not patched on.
Three roles that need
agents to be accountable.
Ship agentic workflows that pass model risk management on the first review, not the third. Hand the audit team a query, not a forensics project.
Approve agentic systems with confidence because every action is named, every output is traced, and every override is recorded.
Move past prompt-spaghetti. A protocol your team can reason about, debug, extend, and reuse across product lines.
The activation tier
over a trusted foundation.
GQ Agents runs on top of GQData. Without trusted data, an audit-ready agent is still wrong, just provably wrong. With it, you ship governed AI that holds up to scrutiny. GST Co-Pilot is what GQ Agents looks like in production for a real regulated workload.
Ship agents you can
answer the regulator about.
Bring a workflow you wish you could automate but can't defend yet. We'll walk you through how GQ Agents would handle it, end to end.