Ask anything. Be understood a little better each time.
Ricorsa is an answer engine with live web citations built on the SMEPro Identity Graph. Every question feeds a recursive learning loop that makes the graph smarter, not the model, and the intelligence it builds stays yours.
Why do kestrels hover in place?
How it works
Three things happen every time you ask. Only the third one is new.
Search or Research
Type a question. Ricorsa searches the live web, reads the results, and picks the model that fits: fast for simple questions, deeper reasoning for hard ones, a full report in Research mode.
Sourced, streamed, citable
The answer streams in with numbered citations that point at real pages retrieved moments ago. Follow up in the same thread, save it to a Space, export it as Markdown.
Your graph gets sharper
Each exchange records what it revealed about what you are working on. That merges into your identity graph, which shapes how your next question is read.
The model does not get smarter. You do.
Every other assistant keeps what it learns about you inside a model you cannot see, move, or delete. Ricorsa keeps it in a graph you can read: topics, entities, goals, expertise, the way you like answers. Weights strengthen when something comes up again and fade when it stops mattering.
Pause it, edit it, export it, or wipe it. It is folded into every prompt so your intent is read better each time, and it is portable, which is what makes it worth building on.
The Spatial Identity Graph, for the enterprise
The same loop that learns a person can learn a network. Ricorsa Enterprise drives looped data back into the SMEPro Identity Graph, maps direct and lateral relationships as they change, and anchors every node to geography: points, lines and polygons.
Critical infrastructure and utilities
The spatial graph connects physical assets (substations as points, grids as lines) to lateral data: maintenance logs, weather risk, contractor identities.
The loop effect: as field data feeds back in, the graph flags systemic or overlapping regional vulnerabilities before a failure.
Supply chain and fleet logistics
The spatial graph maps shifting corporate identities and freight manifests onto moving lanes (lines) and geofenced hubs (polygons).
The loop effect: lateral delays, like a customs backup hitting a secondary supplier, are inferred and transit profiles recalculated as the graph evolves.
Geospatial fraud and risk
The spatial graph links financial entities and transaction behavior to specific locations (points) and high-risk zones (polygons).
The loop effect: fraud rings surface when unrelated identities keep landing on the same, highly specific geospatial vectors.
Smart cities and municipal planning
The spatial graph ties demographic, commercial and sensor data to zoning boundaries (polygons) and transit corridors (lines).
The loop effect: planners simulate how a change in one layer, such as a new commercial permit, laterally moves traffic and utility load across the whole graph.
Plans
Start free. Upgrade when the daily limit gets in your way.
Try it and let the graph start learning you.
- 10 questions a day
- Live web citations
- Your identity graph
- 1 Space
For people who ask all day.
- Up to 1,500 questions a month
- 40 Research reports a month
- Reasoning model
- Unlimited Library, 25 Spaces
- Export everything, any time
Higher limits for heavy, daily use.
- Up to 5,000 questions a month
- 150 Research reports a month
- Reasoning model
- 100 Spaces
- Priority support