BlogYour agent request touches twelve containers. Only one of them runs a model.

Enterprise agents, governed from first run.

SOIT helps teams run AI agents against real enterprise systems with permissions, secrets, egress, audit, cost, trace, and replay evidence built into the runtime.

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Every action becomes runtime evidence

Built on open infrastructure, runs on your cloud

PostgreSQLRedisMilvusMinIOVaultOpenTelemetryPrometheusFastAPIReactDockerAWSMicrosoft AzureGoogle CloudOpenAIAnthropicDeepSeekQwenMCP
PostgreSQLRedisMilvusMinIOVaultOpenTelemetryPrometheusFastAPIReactDockerAWSMicrosoft AzureGoogle CloudOpenAIAnthropicDeepSeekQwenMCP
PostgreSQLRedisMilvusMinIOVaultOpenTelemetryPrometheusFastAPIReactDockerAWSMicrosoft AzureGoogle CloudOpenAIAnthropicDeepSeekQwenMCP
PostgreSQLRedisMilvusMinIOVaultOpenTelemetryPrometheusFastAPIReactDockerAWSMicrosoft AzureGoogle CloudOpenAIAnthropicDeepSeekQwenMCP

These names are SOIT's own runtime stack, supported deployment platforms, and model integrations, not customer endorsements.

Solution

Empower your business with governed agent workflows

Generic AI tools are not enough for enterprise operations. SOIT keeps permissions, secrets, egress, audit, cost, trace, and replay in the runtime.

soit.ai/security

Secure Data Handling

Use secret references, egress policy, and audit trails instead of raw credentials in prompts.

vault://crm/api-keyREF
vault://mail/smtp-tokenREF
egress api.crm.exampleALLOW

Governed Runtime

Bind every run to workspace context, permission checks, tool boundaries, and evidence.

policy.eval · 12 rulesPASS
tool boundary · crm.lookupPASS
audit.log 2847 · signedSEALED
Use cases

Real enterprise workflows, not isolated chatbot demos.

01Ticket triaged · reply drafted12 steps

Support automation

Let agents triage tickets, retrieve policy, draft replies, and preserve review evidence.

02Change approved · executed$0.58

Operations copilot

Route workflow steps through approved tools while keeping approvals and artifacts visible.

034 citations attachedv3

Knowledge actions

Connect retrieval and tool execution so citations, context, and outcomes remain inspectable.

0417 MCP tools · owners setscoped

Governed plugins

Register MCP tools and plugins with owners, scopes, audit trails, and release controls.

Governance chain

One console for every governed run.

Every action becomes runtime evidence

soit.yourcompany.com/runs

Runs

support-triage · last 24hNew run
RunAgentPolicyStepsCostStatus
#2847STsupport-triagePass12$0.42Running
#2846STsupport-triagePass9$0.31Complete
#2845OCops-copilotPass17$0.58Complete
#2844KAkb-actionsReview6$0.19Held
#2843BAbilling-agentPass11$0.37Complete
#2842OCops-copilotPass14$0.44Complete
Features

The console behind every governed run

soit.ai — governance consoleLive

Governance structures

Run Explorer

run #2847 · support-triage

Governed runs

1,284

Policy pass rate

99.2%

Avg run cost

$0.38

Replay coverage

100%

1

Policy

Evaluate permissions, egress, and tool boundaries before execution.

2

Trace

Record model, retrieval, tool, workflow, and child run steps.

3

Cost

Attribute model and external resource usage to each governed run.

4

Replay

Retain evidence for inspection, regression, and release gates.

Release readiness84%
Integration surface

Connect the systems agents need, with governance in the middle.

Policy

Pass

Secrets

Refs only

Egress

Scoped

Pre-run policy

Permission, egress, and tool boundaries are evaluated before execution starts.

support-triageLivev14
ops-copilotLivev9
kb-actionsReviewv3
billing-agentLivev6

Govern

Apply workspace scope, RBAC, secret references, egress policy, and plugin governance.

100%

Secret references

Agents operate through references instead of raw credentials in prompts or logs.

governed calls / day+64%

Observe

Inspect run details, tool calls, citations, audits, costs, and replay data.

10:41:02 policy.allow ✓ signed

10:41:03 tool.crm.lookup ✓ signed

10:41:05 knowledge.cite v3 ✓ signed

10:41:08 audit.export.ready ✓ signed

Evidence retained

Audit, replay, and release-review data stay available for governance workflows.

OpenAI100%
Anthropic92%
DeepSeek78%
Qwen70%

OpenAI-compatible models

Keep model providers replaceable while retaining one governance layer.

SSO enforcement
SCIM provisioning
Advanced RBAC

Harden

Move toward Enterprise controls for SSO, SCIM, RBAC, audit exports, and HA.

4x

Evidence views

Trace, cost, audit, and replay stay attached to the same governed run.

MCP tools17
Plugins9
Owners assigned100%
Scoped access

MCP tools

Expose approved tools through governed plugin ownership and scoped access.

SOIT is not another prompt surface. It is the control layer that makes agent execution inspectable before teams connect real systems.
S

SOIT.ai

Governed agent runtime for enterprise AI systems.

Pricing

Choose the plan that's right for you

COMMUNITY

Free

open source, self-hosted

  • Open-source core runtime
  • Agent, workflow, knowledge, plugin/MCP
  • Run ledger with trace and cost
  • Basic RBAC
  • Community support
Start Community

Perfect for evaluating governed agents locally

ENTERPRISE

Popular

Custom

private self-hosted

  • Everything in Community
  • SSO, SCIM, advanced RBAC
  • Audit reports and compliance exports
  • Signed images, backup, HA templates
  • Enterprise support
Talk to us

For teams that need production governance controls

SOIT CLOUD

Waitlist

managed SaaS path

  • Everything in Enterprise
  • Managed upgrades and operations
  • Tenant provisioning and quotas
  • Billing and usage controls
  • Support console
Join waitlist

Managed operations when your team is ready

FAQ

Frequently asked questions

Still have questions? Email us at info@soit.ai

What is SOIT?

SOIT is a governed agent runtime that lets teams run AI agents against real enterprise systems with permissions, secrets, egress, audit, cost, trace, and replay evidence built into the runtime.

How can I get started with SOIT?

Start with the open-source SOIT Community edition: clone the repository, run the local stack, and walk through the governed support workflow demo described in the docs.

Which models and tools does SOIT support?

SOIT works with OpenAI-compatible model providers and exposes tools through governed plugins and MCP, alongside vector knowledge, Vault-backed secrets, and OpenTelemetry export.

Is SOIT suitable for production deployments?

Community contains the open-source core foundation. Production posture depends on your environment; Enterprise adds SSO, SCIM, advanced RBAC, compliance exports, and deployment controls.

What kind of support does SOIT provide?

Community users get docs, GitHub Discussions, and the community forum. Enterprise and Cloud paths include dedicated support channels.

Ready to get started?

Start your first governed run today.