Rivvun Agentic AI Platform
Architecture for autonomous, governed, enterprise-grade execution.
Commercial Data
Foundation
Ontology-first model. Semantic normalization. Knowledge graph.
Multi-Agent Orchestration
Three-tier hierarchy. DAG execution. Model routing.
Integrations
MCP-native mesh. CRM, ERP, S2P. Plugin extensibility.
Security & Trust
Zero-trust. Policy-as-code. Audit-grade. HITL.
Domain Playbooks
Declarative YAML. Versioned DAGs. Plugin-isolated domains.
Commercial Data Foundation
Fragmented data in. Agent-ready intelligence out.
Ontology-first model Maps disparate source data into common business meaning.
Semantic mapping and normalization pipeline Cleanses, standardizes, enriches, and resolves messy data.
Vertical extensions Add industry-specific objects, rules, and context atop the core model.
Knowledge graph with trust controls Preserves lineage, confidence, evidence, and policy-aware relationships.
Multi-Agent
Orchestration
Playbook-driven agents that plan, reason, and adapt.
Declarative YAML playbooks Convert SOPs into versioned execution DAGs.
Three-tier agent hierarchy: Supervisor plans, task agents reason with tools, sub-workflows execute deterministically.
Complexity-based model routing Selects right-sized AI per task across tiers, balancing cost, latency, and capability.
Conditional DAG edges Branch dynamically on real-world outcomes; LangGraph checkpoints state at every node.
MCP-native tool registry Governs all enterprise integration.
Connect Enterprise Systems,
Activate Rivvun Agents
Pre-built enterprise connectors for trusted agentic execution.
MCP-Native Tool Mesh
Every enterprise system, one protocol, zero custom glue.
Every enterprise system, one protocol, zero custom glue.
Systems of Record
Contracts, CRM, ERP, procurement connected on day one.
Contracts, CRM, ERP, procurement connected on day one.
Plugin-Based Extensibility
New integration is a manifest, not a platform release.
New integration is a manifest, not a platform release.
Bi-Directional API & Event Surface
Trigger agents from anywhere, stream outcomes everywhere.
Trigger agents from anywhere, stream outcomes everywhere.
Governed Data Access
Agents reach data through policy, never through passwords.
Agents reach data through policy, never through passwords.
Security & Trust
Governed by design, auditable by default, zero-trust throughout.
Policy-as-Code Governance Declarative guardrails, versioned policy, rollback-ready artefacts.
Zero-Trust Agent Execution Agents hold no credentials; every capability scoped and enforced at runtime.
Stateful HITL & Auditable Decisioning Pause, review, resume with no loss of fidelity. Audit trail is the execution log.
Data Protection & Tenant Isolation Encrypted end-to-end, enterprise SSO, customer-controlled keys.
Privacy & Supply Chain Integrity Independently tested, continuously attested, privacy by design.
Domain Playbooks
Encode once, execute everywhere—SOPs become intelligent automation.
YAML playbooks Define task DAGs with dependency ordering, input contracts, and failure policies.
Plugin-isolated domains Ship Independently: healthcare compliance, invoice validation, KYC onboarding.
Playbooks convert directly to execution plans Without LLM calls—cutting latency and cost for known domain workflows.
Schema validation at load time Plus semantic versioning makes every change traceable.
Rivvun Experience
Intelligent interfaces that surface insight, not complexity.
Conversational & Domain-Formatted Responses structured for commercial context, not generic chat.
Real-Time Streaming Agent reasoning surfaces as it happens, with intermediate steps and evidence.
Human-in-the-Loop Approval packs and decision prompts with full context assembled automatically.
Embedded in Your Stack Slack, Teams, email, ERP portals. No context switching required.
Outcome Dashboards Every workflow generates a structured record. P&L impact, actions, approvals, evidence.