Managed AI for financial services

Move regulated, knowledge-intensive work forward with evidence attached.

Coryntas gives financial institutions one managed platform for agents that can understand client context, apply operating policy, coordinate work across systems, and route judgment to the right people.

Financial Services professionals coordinating knowledge-intensive work
C
Managed operating layerDesigned around each workflow
  • Context linked
  • Approvals bounded
  • Evidence captured

Build a reusable agent portfolio across client service, operations, risk, compliance, and finance without turning every workflow into a separate AI project.

Context is distributed

Client records, policies, correspondence, transactions, and operating knowledge live across systems with different owners and access rules.

Authority matters

Useful work depends on knowing which source is current, which rule applies, and who can approve an exception.

Evidence must travel

Recommendations and actions need a trace of the information, decisions, approvals, and system changes behind them.

See the platform foundation

Move the work forward without hiding the judgment.

Departments do not define the solution. The agent follows the work across accountable owners, policies, and systems.

Client operations

Prepare complete client work, coordinate service requests, and keep records current.

Risk and compliance

Assemble evidence, map obligations, and surface exceptions for accountable review.

Investment and credit work

Bring together approved facts and policy before a professional makes the decision.

Corporate operations

Resolve procurement, finance, vendor, and employee workflows across shared systems.

Client operations

Client onboarding preparation

Collect required records, identify missing evidence, and route the package for review.

Discuss this workflow
Managed agent run01
  1. Agent

    Pulls client records and required documents

  2. Policy

    Checks the package against current onboarding rules

  3. Agent

    Lists every missing item with its source system

  4. Human

    Reviewer approves or returns the package

Client operations

Service-case coordination

Resolve requests across client records, policy, case systems, and accountable owners.

Discuss this workflow
Managed agent run02
  1. Agent

    Reads the request against case and client history

  2. Policy

    Applies product rules and service commitments

  3. Agent

    Drafts the resolution and updates the case record

  4. Human

    Case owner confirms before the client is told

Investment and credit work

Due-diligence evidence pack

Assemble approved source material and preserve provenance for professional review.

Discuss this workflow
Managed agent run03
  1. Agent

    Gathers approved source material

  2. Policy

    Keeps provenance and version on every item

  3. Agent

    Assembles the pack with unresolved gaps marked

  4. Human

    Professional makes the investment judgment

Risk and compliance

Regulatory change mapping

Compare new obligations with policies, controls, owners, and affected operating processes.

Discuss this workflow
Managed agent run04
  1. Agent

    Reads the new obligation and its effective date

  2. Policy

    Matches it against existing policies and controls

  3. Agent

    Lists affected processes and accountable owners

  4. Human

    Control owner confirms the assessed impact

Build from one workflow into a managed portfolio.

These are representative applications—not the boundaries of Coryntas or a claim that every workflow runs autonomously.

05Corporate operations

Vendor assessment

Coordinate due diligence, evidence requests, gaps, and approval decisions.

06Risk and compliance

Compliance evidence collection

Gather current evidence and produce a traceable review package.

07Corporate operations

Invoice exception resolution

Reconcile records, apply policy, and route material exceptions for judgment.

View workflow
08Corporate operations

Operational reporting preparation

Prepare recurring management reporting from governed source systems.

This is one view of the work Coryntas agents can manage—not a limit on what the platform can support.

Connect context to governed execution.

Exact connectors, access boundaries, approval rules, and production measures are confirmed during workflow design.

Industry context

Institutional knowledge

Policies, product rules, client commitments, procedures, terminology, and control ownership.

Live operating state

Client, case, transaction, task, exception, approval, and service-level records.

Authority signals

Source ownership, policy version, user permissions, delegation, thresholds, and review roles.

Decision history

Prior actions, approvals, rejected recommendations, exceptions, and supporting evidence.

Governed execution

Permission-aware context

Agents use only the information available to the requesting identity and the defined workflow role.

Bounded action

System changes are limited by purpose, field, threshold, workflow state, and approval policy.

Reviewable execution

Inputs, decisions, tool calls, approvals, exceptions, and outcomes remain available for review.

Typical system categories
  • Client and relationship systems
  • Case and workflow platforms
  • Document and knowledge repositories
  • Risk, compliance, and control systems
  • Transaction and finance systems
  • Identity and access services

Measure accepted work—not AI activity.

Baselines and targets are agreed for each workflow. These are operating definitions, not unverified performance claims.

01

Accepted outcome rate

How often the completed work meets the operational definition agreed with its owner.

02

Cycle time

Elapsed time from a valid trigger to an accepted outcome.

03

Exception quality

Whether the right cases pause with enough evidence for efficient human judgment.

04

Cost per accepted outcome

The full operating cost required to deliver useful completed work.

Design the first financial services agent—and the foundation for what follows.

Map the outcome, context, systems, controls, human authority, and production measures with Coryntas.

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