Your organization already has the information. rVantage makes it usable by AI.
rVantage turns public, owned, approved internal, competitor, and operational material into a governed context layer that can be queried, scored, routed, reviewed, and reused.
One platform. Five load-bearing parts.
Public web, owned content, approved internal docs, filings, press, social, knowledge bases, research, CRM exports, and meeting summaries — if approved.
Canonical entity pages: claims, programs, assets, timelines, stakeholders, citations, and decisions — every item source-backed.
A relationship map between people, assets, claims, citations, competitors, approvals, markets, topics, and outcomes.
Governed evaluation layers encoded from priorities, strategy, policy, business goals, or the public record.
Repeatable workflows that produce review kits, competitive briefs, AEO/GEO recommendations, records packages, and executive decision memos.
Provenance, confidence, access, retention, review queues, and export packages — applied from the first ingest.
Cost controls, context packing, retrieval routing, and model-use measurement across every workflow.
Built so AI can actually be deployed — not just demoed
Most AI rollouts stall because every team starts from zero context. rVantage gives every workflow the same governed starting point.
- Reusable context packs instead of one-off pastes
- Retrieval-aware prompts routed to the right wiki slice
- Role-specific agents for each function
- Workflow routing with confidence scoring
- Review status on every output, end to end
Cost-controlled AI at scale
Most AI pilots fail when every team creates its own prompts, uploads the same context repeatedly, and pays for repeated reasoning. rVantage builds shared context once, then routes the right slice to the right workflow.
Governed from the first ingest
Governance isn't a feature bolted on at export. Every item carries its controls from the moment it enters the system.
- Provenance on every claim and citation
- Confidence bands on every score
- Access controls by role and sensitivity
- Retention mapping to your records schedule
- Review queue with full approval history
- Export packages for audit and oversight
Not a chatbot
It produces structured, reviewable kits — not conversational replies.
Not a CMS
It maps and governs context; it doesn't just store pages.
Not a social listening dashboard
It connects external signal to internal decisions and approvals.
Not a generic data lake
Everything is curated, source-backed, and lens-ready.
It is the governed context and intelligence layer
— the one that makes all of those tools smarter.
See the platform on your own sources
A pilot stands up the wiki, the graph, and your first lens in four weeks.