Delegate with conditions.
Define which supported changes an agent or automation may execute, with required recovery evidence checked independently of the requester.
For teams bringing agents into infrastructure operations.Production authority for AI and automation
Production authorityshould be earned.
For platform engineering, SRE and database teams putting AI and automation to work across PostgreSQL, Kubernetes and Linux.
Recoverability Firewall checks the required recovery evidence before a supported change receives bounded execution authority.
Start with one supported workflow in staging. Agree the scope. Measure the value.
Proof Before Authority
RF / AUTHORITY BOUNDARYILLUSTRATIVE MODEL
AI proposes→RF proves→Native boundary decides
01
ProposalCAPTURED02
Recovery evidencePENDING03
Live state bindingPENDING04
Execution authorityNONEDECISIONNo execution authority issuedPENDING
CONCEPT DEMONO LIVE EXECUTION
Interactive illustration of RF decisions. No live infrastructure is connected.
Agents propose.
RF qualifies.
Infrastructure enforces.
Why Pincr
More governable work.
Clearer operating limits.
Reviewing changes, demonstrating recovery and investigating uncertain outcomes take engineering time. Pincr makes those recovery requirements part of the execution decision.
Make recovery review explicit.
Turn a recovery requirement into an execution condition, bound to an exact operation and observed state.
For platform and database teams governing change.Know what happened.
Inspect decisions, authority and recorded outcomes. When an outcome is uncertain, investigate and reconcile instead of blindly repeating the change.
For the engineers responsible when execution is interrupted.Value is assessed against your existing controls and operating costs. Recovery conditions apply only within each supported operation's declared boundary.
The RF platform
One authority core.
Three entry points.
Recoverability Firewall connects recovery evidence to execution authority. Choose the domain and supported workflow that matter to your team.
PostgreSQLDATABASE OPERATIONS
Control a database migration.
Give database automation a defined path to add a nullable column, with recovery evidence checked before execution.
BOUNDED PILOT SCOPE
Discuss this workflow Initial pilot workflow: add a nullable column.
KubernetesCLUSTER OPERATIONS
Bound an automated scale change.
Let platform automation request a Deployment replica change, subject to recovery conditions and object-state checks.
BOUNDED PILOT SCOPE
Discuss this workflow Initial pilot workflow: change Deployment replicas.
LinuxHOST OPERATIONS
Control a host file replacement.
Give maintenance automation scoped authority to replace a designated file, with host and operation checks at execution.
BOUNDED PILOT SCOPE
Discuss this workflow Initial pilot workflow: replace a designated file.
Implementations and qualification evidence exist across all three domains. Native maturity and supported operations differ; scope is agreed before evaluation.
Work with Pincr
Start with a workflow.
Establish the value.
A bounded staging evaluation gives your team a concrete basis for deciding where RF belongs in its operations.
Choose a real workflow.
Identify the operation, its frequency, current safeguards and recovery requirements. Agree on the boundary, deployment responsibilities and commercial scope.
Evaluate in staging.
Assess supported behavior in the agreed environment, including recovery checks, refusals, state changes and interrupted execution. Keep evidence and limits explicit.
Make the business case.
Measure integration effort, review work, compute and ongoing operation. Use the results to decide whether a production pilot or additional workflow is justified.
Choose your starting point.
Explore an initial workflow, then tell us what your team needs.
INITIAL PILOT WORKFLOW
Add a nullable column
- Enforcement boundary
- Database execution
- Evaluation focus
- Recovery evidence bound to the selected database operation and observed state.
Supported scope, native prerequisites and commercial terms are agreed before an evaluation begins.
How RF works
Proof Before Authority.
Intelligence proposes the operation. Independently checked recovery evidence determines whether bounded authority can exist.
01Propose
Name the change.
Submit a typed operation, its target and required recovery through RF's supported contract.
02Rehearse
Establish recovery evidence.
Exercise the supported change and recovery procedure on a disposable shadow within the declared scope.
03Verify
Bind the authority.
Independently verify evidence and bind authority to the operation, resources, state and expiry.
04Enforce
Execute or refuse.
The native boundary checks the applicable conditions. Invalid evidence, drift or consumed authority causes refusal.
Exact operation. Bound state. Limited lifetime. Single use.
Inspect the engineering evidenceThe product experience · In development
Enforcement you can inspect.
Evidence you can understand.
RF remains the independent execution boundary. Pincr's interface helps people understand decisions, authority and recorded outcomes.
Follow the evidence.
Explore operation decisions, agent activity and investigation history in a browser-based inspection experience.
Read-only prototype backed by sample and retained pilot records; a generally available enterprise console is not yet offered.RF-specific intelligence.
In development: assistance grounded in RF engineering history and permitted evidence, for understanding decisions and investigating qualification problems.
Fuse does not grant authority. Internally, Pincr is also researching its use in engineering and qualification.The company
One platform.
More governable work.
Pincr is building production-authority infrastructure for organizations adopting AI and automation.
Our commercial direction is to begin with a valuable, supported operation and expand across workflows where the same team can reuse its deployment, evidence and authority model.
RF is the enforcement foundation. Fuse is the developing intelligence capability. Additional cloud operations and embedded integrations are potential expansion paths, each requiring its own qualification and business case.
Discuss a platform integrationFounded by Mussa Wisoba · Cleveland, OhioMeet the founder
Evidence and enterprise fit
Engineering depth.
Explicit boundaries.
RF's evidence includes adversarial and refusal cases. It comes from bounded internal qualification, not external production acceptance.
Which operations can Pincr govern?
The current runnable pilot supports narrow operation classes across PostgreSQL, Kubernetes and Linux. The initial examples are adding a nullable column, setting Deployment replicas and replacing a designated file. Coverage and native qualification differ by domain. Each evaluation defines its exact supported scope; this is not arbitrary SQL, shell or cloud-command execution.
Does RF replace identity, permissions or approval?
RF adds a recovery requirement to the execution decision. Identity, organizational policy and other approvals still apply. Demonstrated recoverability does not establish that a change is desirable or that every consequence is covered. Alternative execution routes must also be controlled for the governed boundary to be effective.
Where does RF run?
RF enforcement operates through its native infrastructure integrations. The intended enterprise model combines customer-deployed enforcement with a web inspection experience. Deployment, credentials, evidence handling and operating responsibilities are agreed for each evaluation. A generally available hosted enterprise console is not being offered here.
Can Fuse authorize or execute an operation?
No. Fuse is an RF-specialist intelligence capability in development. Its customer-facing role is to help explain permitted records and evidence. It does not qualify its own recommendations or grant execution authority. RF functions independently of Fuse.
What is available today?
Pincr is developing the platform and discussing scoped enterprise evaluations. Technical evidence comes from bounded internal qualification; no external production acceptance or formal design partners are established. Start with a conversation about your workflow and an agreed staging scope.
Demonstrated recoverability does not establish universal reversibility, broad production certification or the desirability of a change. Effects outside a declared recovery boundary remain outside that claim.
Start a conversation
What should your
automation be allowed to do?
Tell us about your infrastructure, the operation and the recovery requirements. We'll discuss where a scoped Pincr evaluation could fit.
Discuss your workflow mussa@getpincr.com