Dynamo AI for Commercial Sector

Dynamo AI for Financial Services

Productionize high-impact AI without losing control. Dynamo keeps AI secure, reliable, and policy-aligned across critical workflows.

See Dynamo in Action

The AI Control Gap

AI creates value, but expands the attack surface. Dynamo helps financial institutions deploy AI securely and compliantly.

What legacy security can’t see

Model

Behavior & outputs

not evaluated

Interaction

Prompts, responses & retrieved context

not inspected

Agent

Tool calls, API’s & MCP actions

not governed

The AI-specific control layer

Evaluate Β· Inspect Β· Govern

Use Cases

Protect AI across mission and enterprise workflows, from cloud deployments to air-gapped edge systems.

Model, Application, and Third-Party Assurance

  • Evaluate commercial, open-source, fine-tuned, and vendor-provided models.
  • Benchmark accuracy, hallucination, robustness, security, and policy adherence.
  • Generate evidence for model selection, validation, approval, and ongoing oversight.

Customer, Policyholder, and Workforce AI

  • Govern chat, RAG, call-center copilots, virtual agents, knowledge assistants, and policy or claims-support workflows.
  • Detect hallucinations, unsupported claims, prohibited advice, prompt attacks, and policy violations before they reach users.
  • Escalate sensitive or high-impact interactions for human review.

Sensitive Data and Classification Controls

  • Detect and prevent exposure of PII, account details, payment data, claims data, and enterprise secrets.
  • Enforce data-use, jurisdiction, retention, and information-handling rules in the application layer.
  • Preserve approved access to knowledge without creating new data-loss pathways.

Agentic Workflows and AI-Enabled Development

  • Map risk across agents, tools, permissions, files, APIs, and MCP servers.
  • Monitor code, shell, data, and tool activity in real time.
  • Block, scope, or route high-risk actions for human approval before execution.

AI Risk Management and Governance

  • Translate internal policies, risk appetite, and regulatory obligations into measurable tests and enforceable controls.
  • Maintain continuous evidence as models, vendors, data, and workflows change.
  • Provide shared visibility for product, engineering, cybersecurity, compliance, risk, and audit teams.

Business Impact

Put AI into production faster, and stay able to defend it

01
Clear the approval bottleneck: pre-approved policy replaces case-by-case legal review.
02
Lower the cost of running controls with efficient, low-latency guardrails.
03
Identify model, application, and third-party risk before deployment.
04
Stop attacks, hallucinations, and policy violations in the request path.
05
Protect customer and proprietary data across every AI workflow.
06
Govern agent tool calls, credentials, and destructive actions at the point of execution.
07
Maintain continuous visibility and audit-ready evidence across teams and use cases.
08
Scale governance to new business units and regions without rebuilding it each time.

Capabilities

Flexible, modular capabilities for evaluation, runtime protection, and agent security.

Red-Team, Performance, & Compliance Evaluation.

Build fully customizable evaluations around mission requirements, agency policies, and risk thresholds.

Custom Guardrails

  • Evaluate commercial, open-source, and mission-specific models
  • Define mission-specific success criteria
  • Test agency policies and risk thresholds
  • Compare systems using consistent methods

Real-Time Inspection

  • Test adversarial weaknesses and policy failures
  • Probe prompt injection and jailbreaking
  • Identify data leakage and unsafe behavior
  • Re-test as systems change

Policy Enforcement

  • Build criteria with mission experts
  • Review and validate evaluation results
  • Escalate findings requiring human judgment
  • Refine tests from reviewer feedback

Decision Logging

  • Generate explainable, audit-ready evidence
  • Trace findings to specific tests
  • Prioritize gaps and remediation actions
  • Support selection and authorization decisions
Learn More

Real-Time Controls, Protection, & Observability

Real-Time Controls, Protection, & Observability. Create fully customizable guardrails for classification, data handling, mission policy, and acceptable use.

Custom Guardrails

  • Translate policies into enforceable controls
  • Protect sensitive data and content
  • Tailor controls by mode type and mission
  • Update policies as requirements change

Real-Time Inspection

  • Inspect prompts, responses, and retrieved context
  • Detect injection, jailbreaks, and data leakage
  • Check inputs and outputs in real time
  • Surface policy context for review

Policy Enforcement

  • Block, redact, sanitize, warn, or route
  • Enforce controls across models and applications
  • Escalate high-impact cases for review
  • Protect workflows with low latency

Decision Logging & Observability

  • Record every policy decision
  • Centralize activity across AI use cases
  • Monitor violations, trends, and performance
  • Refine policies using operational feedback
Learn More
Learn More

AI Agent Security & Control

Secure and govern AI agents by discovering attack paths, monitoring behavior, and enforcing policy before unsafe actions execute.

Attack-Path Discovery

  • Map agents, tools, files, APIs, and MCP
  • Discover cross-tool attack paths
  • Identify high-risk capability combinations
  • Prioritize paths for remediation

Scope Reduction

  • Identify unused, high-risk tools
  • Reduce unnecessary agent permissions
  • Apply least-privilege access
  • Shrink the agent attack surface

Runtime Policy Enforcement

  • Enforce policy before tool execution
  • Allow, deny, or require approval
  • Control calls at the agent boundary
  • Prevent unauthorized or unsafe actions

Continuous Governance

  • Detect anomalous, high-risk behavior
  • Re-evaluate changing tools and permissions
  • Track policy versions and approvals
  • Record agent activity and decisions
Learn More
Learn More

Deployment & Integration

Deploy Dynamo across cloud, hybrid, on-premises, edge, and air-gapped environments.

Deployment Flexibility

  • Cloud, hybrid, on-premises, edge, and air-gapped
  • Run within required security boundaries
  • Support connected and disconnected operations
  • Scale from pilot to mission deployment

Model & Application Support

  • Commercial, open-source, and mission-specific models
  • Generative AI, copilots, and agents
  • Support diverse providers and architectures
  • Adapt as models and systems change

Integration Paths

  • APIs and application gatewaysΒ 
  • Copilots and RAG workflows
  • CI/CD and evaluation pipelines
  • Pre-deployment and runtime integration

Agent Integration

  • Agent clients and MCP servers
  • Client hooks and network proxies
  • Tools, files, and external APIs
  • Existing network security infrastructure
Learn More
Learn More

Why Dynamo?

One control layer your security, risk,
and engineering teams can share

From Policy to Enforcement
in One Workflow

Risk, compliance, and legal define policy in plain language. Dynamo versions it, tests it, and enforces 
it in production, all from a single pane of glass.

Guardrails Proven on Production Traffic

Purpose-built models, not general-purpose LLM judges. Fast and affordable enough to run inline at the scale of global financial institutions.

Coverage Across the
Full AI Surface

Protect the model, application, data, and agent action, including the tools, MCP servers, and credentials agents reach for at runtime.

Evidence as a By-Product

Every decision carries its lineage: policy version, clause violated, action taken. Mapped to the control frameworks your auditors and regulators already use.

Deploys on Your Terms

Any model, any provider, any environment: cloud, on-premise, or air-gapped, inside your own perimeter. Start with one use case, extend to many.

Resources

Advance the mission with AI you can trust

Dynamo gives public sector organizations the evidence, controls, and visibility to deploy AI with confidence.

Learn More