The Governance Control Plane for Agentic Financial AI

Provision, govern, and inspect production-ready financial AI workflows across prompts, queries, feature extractions, APIs, and audit traces. 

CharliAI gives developers and data teams a control plane for deploying governed financial workflows, managing workflow assets, and inspecting execution with forensic-level traceability. 

Explore the Control Plane

From workflow manifests and prompt assets to governed data queries and forensic trace inspection, the Governance Control Plane gives engineering teams the infrastructure to deploy financial AI with control.

analysts at charli console

Built for Developers and Data Teams

CharliAI is not another model wrapper or chat layer. It is a governed execution environment for financial AI workflows, with the control-plane infrastructure required to deploy, manage, and inspect production use cases. What you get from the Governance Control Plane:

Governed Financial Workflow Catalog

Provision production-ready financial workflows with governed manifests, prompts, directives, extractors, schemas, and audit-ready configuration.

Prompt, Query & Feature Control

Manage prompts, data queries, feature extractions, and workflow assets as governed control-plane objects rather than unmanaged application logic.

API Explorer and Integration Surface

Access and orchestrate governed workflows through APIs, developer tooling, and integration patterns designed for enterprise deployment.

System Console and Workflow Operations

Configure environments, manage workflow manifests, monitor activity, and administer governed execution across deployment contexts.

Forensic Trace Introspection UI
Inspect how a workflow executed, what data was used, which prompts and directives applied, what outputs were produced, and how conclusions were formed.

Governed Data Access

Control how workflows access filings, market data, internal documents, external sources, and enterprise records.

Controlled Workflow Automation

Deploy agentic financial workflows with governed prompts, queries, directives, extractors, schemas, and policy controls.

Audit-Ready Outputs

Produce structured outputs, reports, summaries, and records with source traceability and forensic execution evidence.

Charli Assurance Infrastructure stack

Operational Control for Agentic Workflows

CharliAI captures operational telemetry across every workflow execution step, giving developers and data teams visibility into prompts, queries, directives, model activity, data access, outputs, and audit evidence.

Capabilities include:

  • Workflow-level execution telemetry
  • Prompt, query, and directive traceability
  • Data access and feature extraction records
  • Validation, transition, and timing events
  • Immutable forensic traces for audit and debugging

The Governance Control Plane gives teams a production operations layer for governed financial AI — combining workflow management, observability, forensic traceability, and audit-ready controls.

Explore the Governance Control Plane

How Ancaeus™ Structures Controlled Reasoning

Multidimensional AI is the method Ancaeus™ uses to organize context, retrieval, verification, orchestration, memory, and policy enforcement across governed workflows. It helps developers move beyond unmanaged model responses and build AI workflows that are traceable, inspectable, and defensible.
Explore Ancaeus™ Architecture
Multidimensional AI Nucleas, Private and Public Market Intelligence, Automated Equity Research

Controls AI Exposure Across the Enterprise Stack

CharliAI connects across existing systems to control how AI accesses data, applies policy, executes workflows, and records audit evidence.

See how CharliAI helps enterprises deploy AI without creating unmanaged exposure

Get in touch to see how CharliAI can help your organization control AI access, enforce policy, trace workflow activity, and produce audit-ready evidence across existing systems.

Request an AI Exposure Briefing