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Enterprise Runtime · Orchestration

Custom Agents for Regulated Financial Workflows

Neural Symbolic Agents · Custom agents for FS workflows

Multi-agent orchestration on Chunkless RAG — one inspectable reasoning graph across the workflow.

Availability

Enterprise engagement only — scoped demo, governance contract, production graduation.

Request an engagement →
Use cases

Built for financial services and insurance

For workflows where auditors ask who decided what, why, and when.

Financial Services

Credit & compliance

Overlay review, underwriting, capital-markets compliance — each step traces to a rule.

Explore Financial Services →

Insurance

Underwriting & claims

Policy interpretation, coverage adjudication, fraud triage — ranked, explainable queues.

Explore Insurance →

Financial Services

AML/KYC investigation

Transaction alerts, KYC evidence, rule corpora — replayable investigation graphs.

Explore Financial Services →
What the runtime does

Multiple agents. One reasoning graph.

Runtime

One reasoning graph

Every agent uses QAG. Hand-offs propagate the same seven signals.

Memory

Persistent graph memory

QGM on roadmap; interim engine preserves provenance across sessions.

Coordination

Conflict coordination

Conflicts surface up — no majority vote. Dependencies tracked for audit.

Integrations

Tools and integrations

Case systems, policy stores, MCP — every call logged in the graph.

Deployment

Enterprise deployment

VPC, on-prem, or managed. Model cards, dashboards, replay tooling included.

End-to-end platform

Where Custom Agents sit

Below: Q-Prime encodes. QAG Engine reasons. Above delivery: Enterprise Blueprints.

Enterprise evaluations in progress — see announcements →
Engagement path

From first call to audited production

Step 1

Scoping

Workflow, success metrics, regulatory lens.

Step 2

Demo

Scoped demo with QAG, Q-Prime, and agent runtime.

Step 3

Audit

Model cards, signal dashboards, replay tooling.

Step 4

Production

Governance contract. Every decision replayable.

Frequently asked

Questions enterprise teams ask before a demo.

What are Neural Symbolic Agents?
QGI's Custom Agents runtime. Every agent uses Chunkless RAG; hand-offs share the same seven signals and one reasoning graph.
How is this different from LangChain or CrewAI?
Those orchestrate probabilistic model calls. Custom Agents surface conflicts as signals and preserve the graph across agents — deterministic and auditable.
Is this self-serve?
No. Enterprise engagement only — scoped demo through production with a governance contract.
What deployment models are supported?
Managed, VPC, or on-premise. Governance artifacts ship with every deployment. See the Trust page.

Bring us your highest-stakes workflow.

Limited enterprise demos per quarter in FS and insurance.

Request an engagement → Review our trust posture
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