Skip to content

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

Connect agents to systems of record without migration. Run Speculos in your cloud or on-prem.

Inside your cloud or on-prem

An illustrated example using fictional company data. An ERP, SQL Server and an internal API connect to Speculos MCP inside your cloud or on-prem. The agent and model run in that same environment. Scope the support agent’s access, mask email and hide margin. The agent makes an orders.read request under Support policy. The order reference and status pass through, email is masked and margin stays at the source. 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.

Customer records, transactions and operational data 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.

Enterprise applications

ERP, CRM and in-house systems. The records behind finance, customer service and operations.

Private databases

Oracle Database, SQL Server and PostgreSQL. Data in your cloud and on-prem.

Documents and internal APIs

Contracts, invoices and support history. Information held in document stores and internal services.

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 and commercially sensitive data when the task does not need it.

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.

Customer story: inventory and orders.

For a national consumer brand with retail and e-commerce channels, we implemented Speculos to connect agents across Microsoft Dynamics, EDI orders, warehouse and shipping systems. The workflows cover inventory allocation, replenishment and order support.

Deploy in your cloud or on-prem.

Speculos runs inside your 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
  • Microsoft Azure
  • Google Cloud
  • In-house data center
Monitoring & workflows
  • Microsoft Sentinel
  • Zendesk
  • + more

Bring the system your next AI project needs.

For 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.

By submitting, you agree to our Privacy Policy and Terms.