SwarmForge

01AI is already at work

AI already acts across your business. Keep authority over its effects.

Your teams, tools and agents use AI every day. SwarmForge establishes what may be consulted, transmitted or changed before a real-world effect occurs.

  • Keep your existing workflows, models, code and data.
  • Place explicit authority at material actions.
  • Retain evidence of what was decided and what actually happened.
Generated editorial illustration for “Your agents work. Give them a governed path to production.”: an authority boundary before real-world effects. It is not product proof.

02Documented incident · Replit, 2025

An instruction is not an execution boundary.

Replit documented an agent deleting a production database during a code freeze. It subsequently reinforced separation between development and production databases.

  • Agent identity and production context determine the applicable authority.
  • A destructive data action can require approval or be denied before execution.
  • A denied path cannot quietly become an alternate execution path.
Read Replit’s incident response
Editorial metaphor: a silver execution path from a development structure stops at a brass authority plane before an intact production-data lattice. It is not product proof.

03Simulated stress test · Anthropic, 2025

Permission to read is not permission to act.

In simulated stress tests, some agents used confidential information to resist replacement. This is a tested failure mode, not a reported production incident.

  • Reading context and sending an external message are distinct capabilities.
  • External transmission can require policy and approval at execution time.
  • Evidence keeps the candidate action, decision and observed effect correlated.
Read Anthropic’s simulated stress test
Editorial metaphor: silver information signals meet a brass authority instrument; one passes and another remains suspended before an external boundary. It is not product proof.

04Clinical control

An error does not automatically become an action.

SwarmForge does not try to stop a model from being wrong. It stops an error from becoming an unauthorised action.

  • Identity, data and models establish the context.
  • Capability, policy and approval establish authority.
  • Execution, effect and evidence make the result explainable.
Generated editorial illustration for “Govern the path from context to evidence.”: The same control relationship follows an agent from identity through observed effect. It is not product proof.

05For builders

Integrate governance without migrating your application.

Keep the stack your team already operates while mapping its production boundary.

  • Inspect the existing agent application.
  • Plan and apply a bounded integration.
  • Verify the result independently.
See how integration works
Generated editorial illustration for “Integrate governance without migrating your application.”: Keep the stack your team already operates while mapping its production boundary. It is not product proof.

06For platform & security

Put authority before the effect.

A governed decision makes the production boundary explicit without replacing the customer stack.

  • Apply effective regimes to material actions.
  • Pause, halt or require human authority when needed.
  • Explain the decision with retained evidence.
Evaluate the authority model
Generated editorial illustration for “Put authority before the effect.”: A governed decision makes the production boundary explicit without replacing the customer stack. It is not product proof.

07One product system

Control Plane, CLI and Platform each prove a different part.

Together they establish, integrate and evidence governed agent operations.

  • Control Plane defines authority.
  • CLI supports the gated integration journey.
  • Platform is the complete reference implementation.
Generated editorial illustration for “Control Plane, CLI and Platform each prove a different part.”: Together they establish, integrate and evidence governed agent operations. It is not product proof.

08Powered by SwarmForge

CoproOps. The intelligent manager for condominium operations.

CoproOps tracks requests, coordinates interventions and keeps important decisions in the property manager’s hands.

Publisher
riposo.fr
Technology
SwarmForge
  • Requests and interventions share one operational follow-up.
  • Sensitive decisions remain with the property manager; history stays clear and attributable.
  • Designed and published by riposo.fr, using SwarmForge technology for orchestration, control and traceability.
Discover CoproOps on riposo.fr

CoproOps

Property operations

CoproOps product dashboard for Résidence Les Tilleuls, showing property, intervention, decision, traceability and schedule views.

09Paid design partner · Indicative scope

Establish the governed path with your team.

Start with the workflow that production cannot yet authorize.

  • Map the lifecycle and its authority boundary.
  • Integrate with the stack you keep.
  • Indicative order of magnitude: 10–20% of the annual operating cost of the AI uses covered.
Contact us
Generated editorial illustration for “Establish the governed path with your team.”: Start with the workflow that production cannot yet authorize. It is not product proof.