THE SHARED AI PLATFORM FOR PR WORKS
Wispir brings the right knowledge, skills, and persona to each product. One API connects the intelligence. Your product gives it purpose.
Shared platform in preview · Access is scoped to your product and workspace.
EXPERTISE WITH A PURPOSE
Choose a specialization built around the work your product needs to do. Each has its own context, skills, and boundaries.
Help people understand PR Works products using approved product knowledge. Ground answers in sources, distinguish released features from plans, and adapt to explicit response preferences.
Connect contributions, surface thoughtful questions, and build narratives for a shared workspace. Preserve the original words and let hosts review the connections.
Plan scoped changes, delegate a task, and inspect the result. Fleet’s specialization brings engineering personas together with execution limits and an independent review step.
Help design blank forms and guide approval workflows using permitted structure and separately reviewed templates. This specialization keeps PHI out of Brain requests.
Connect consented photo processing to product experiences. Use the Brain’s evaluation skills to examine proposed matching thresholds and image-quality warnings before adopting a change.
These labels describe the shared Brain rollout. Product integrations are adopted individually; a capability preview does not mean every product has switched its production backend.
THE BUILDING BLOCKS
Give each product or client a defined body of knowledge and a clear set of permitted capabilities.
Choose a versioned skill for an outcome: coach a workflow, connect memories, evaluate a match, or plan a patch.
Pair the work with a product expert, curator, planner, or reviewer. Roles carry instructions and permission boundaries.
Route requests to supported providers with allowed models and fallbacks. Track advertised capabilities separately from verified results.
LEARNING, WITH INTENTION
Useful learning starts with the right context. Wispir keeps approved knowledge, feedback, and preferences scoped to the people and products they belong to.
Find your productPublished product knowledge and permitted workspace sources give answers a traceable foundation.
Feedback can become a proposed improvement, with evaluation, separate review, and a way to roll back. This is not automatic model training.
Explicit preferences can shape length, tone, and format. Users can turn personal memory off and clear their saved preferences.
ROOM FOR WHAT COMES NEXT
Add a client specialization with its own sources, skills, personas, and evaluation cases. A future legal client, for example, could get a policy assistant grounded in that client’s approved documents.
The current legal example is a fictional policy demo, not a legal-advice service.
ONE API. PRODUCT-SPECIFIC INTELLIGENCE.
Keep your product’s interface and membership rules. Your backend selects a scoped Brain credential, a skill, and a persona, then returns the result to your users.
The console is for PR Works staff. Product users access Wispir inside their products; integrations use server-side API credentials.
Authorization: Bearer <scoped-server-key>
Idempotency-Key: your-unique-request-id
{
"skill": "delegate",
"persona": "planner",
"input": {
"objective": "repair-normalization",
"fixture": "client-slug"
}
}Product, tenant, workspace, and allowed models come from the credential’s scope.
Memory API contractBUILT FOR THE PR WORKS FAMILY