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Make government systems of record agent-ready.Keep data secure.

Connect agents to systems of record without migration. Run Speculos in the government’s cloud or on-prem.

Inside the government’s cloud or on-prem

An illustrated example using fictional government data. IBM Db2, Oracle Database and SQL Server connect to Speculos MCP inside the government's cloud or on-prem. The agent and model run in that same environment. Scope the review agent's access, mask the SSN and hide personal details. The agent makes a claims.read request under Review policy. The case reference and status pass through. The SSN is fully masked, and personal details stay in the source system. The audit record identifies the agent, policy and field access decisions. Focus the illustration to pause it; move focus away to resume.

Agent access without data migration.

Claims, payments and supporting documents already live in your systems of record. Speculos makes them accessible through governed MCP interfaces, without moving them into a data lake or a new platform.

We work with your IT team or integrator to connect the databases, application interfaces and document stores behind your workflows.

Mainframe records

IBM Db2 and CICS applications. Program records, claims and payment history.

Government databases

Oracle Database and Microsoft SQL Server. Operational data across government applications.

Documents and evidence

OnBase, FileNet and SharePoint. Case files and the documents that support them.

Control what agents can access and do.

Scope each agent’s access.

Give each agent a role. Set which systems and tools it can use, and keep review workflows read-only.

Return only what it needs.

Restrict the records and fields available to the agent. Hide personal identifiers when the task does not need them.

Trace every request.

See the agent, system, policy decision and fields returned. Inspect blocked attempts alongside successful requests.

Learns the systems over time.

Speculos uses LLM tokens to understand the systems you connect and how agents use them, within your access rules.

Find the right field.

Scan your systems of record to distinguish similar fields and return the one the agent needs.

Suggest policy changes.

Review policies against actual usage and suggest access changes for your team to approve.

Cache ahead of demand.

Predict what to cache to reduce latency and protect your infrastructure from unnecessary queries.

Use case: claims review.

An agent needs to review millions of claims across several systems. Speculos controls which records and fields it can read, keeps personal details private, and logs every request.

Deploy in the government’s cloud or on-prem.

Speculos runs inside government infrastructure. For a fully private workflow, run agents, self-hosted models and downstream tools there too. Queries, responses and access logs stay inside that environment.

You control credentials, policies and audit history, even when you change an agent, model or vendor.

Works with your stack.

Use approved model endpoints or self-host open-weight models. Keep your existing tools.

Systems of record
  • In-house systems
  • Internal APIs
  • Private databases
Models
  • Google Gemini
  • OpenAI
  • Anthropic Claude
  • + open-weight models
Infrastructure
  • AWS GovCloud
  • Azure Government
  • Google Cloud for government
  • In-house data center
Monitoring & workflows
  • Microsoft Sentinel
  • Zendesk
  • + more

Bring the system your next AI project needs.

For government IT teams and integrators. We’ll map the data, access rules and deployment with you.

Book a demo

Tell us which system your agents need. We’ll follow up to arrange a technical walkthrough.

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