The Samvid Platform
A purpose-built system for transforming documents into queryable intelligence. Multi-agent orchestration, knowledge graphs, and enterprise-grade infrastructure.
Not just retrieval. Orchestrated reasoning.
Platform Architecture
How It All Fits Together
Perception Engine
Unlock Context from Unstructured Data & Systems of Record
Domain Expert Modules
Contract Intelligence
Demand Planning & Procurement
Reasoning Engine
Reasons across your entire knowledge graph to deliver verifiable decisions.
Custom Agents
Allow Enterprises to Integrate their Own Expertise
Your domain · Your rules · Your data
The Conductor
Your Questions, Routed to the Right Expert
Think of the Conductor as your personal assistant who knows exactly which expert to call. Ask anything—it figures out what you need, finds the right specialist, and brings back a clear answer.
Intent Classification
Classifies queries across multiple dimensions to understand what the user really needs.
Agent Selection
Selects the optimal agent or sequence of agents based on the query requirements.
Multi-Step Workflows
Manages complex reasoning that requires multiple agents working in sequence or parallel.
Response Coherence
Ensures responses are coherent, auditable, and properly cited.
Result
The Knowledge Graph
Structure Emerges From Unstructured Data
We don't just index text. We extract entities, concepts, and relationships to build a navigable knowledge architecture—not a flat file store.
Entities
People, organizations, dates, jurisdictions, and other named entities
Concepts
Topics, themes, technical domains, and abstract ideas
Relationships
Temporal, hierarchical, contractual, and semantic connections
What This Enables
- Query across document boundaries
- Discover hidden connections
- Time-aware reasoning about how knowledge evolved
- Context preservation that RAG loses
- Explainable provenance for every answer
The Agents
Specialized intelligence, not generic LLMs. Each agent is purpose-built for its domain.
Hermes
Contract Analysis
- Risk assessment
- Clause extraction
- Term identification
- Compliance checking
Stats Genie
Statistical Analysis
- Statistical modeling
- Regression analysis
- Forecasting
- Data visualization
Research Synthesizer
Research
- Multi-document reasoning
- Literature review
- Citation analysis
- Trend identification
Visual Reporter
Visualization
- Dashboard creation
- Chart generation
- KPI visualization
- Report formatting
Document Analyzer
Document Processing
- Content extraction
- Summarization
- Classification
- Entity recognition
More Agents
Custom agents can be developed for your specific domain needs.
Simple question? One expert handles it. Complex question? The Conductor coordinates multiple specialists and combines their insights into one clear answer.
Enterprise Security
Built from the ground up for organizations where security isn't optional.
Multi-Tenant Isolation
Complete data separation. Your knowledge never mixes with other organizations.
Fine-Grained Permissions
Mirror your existing access controls. LDAP, SSO, role-based access—all supported.
Complete Audit Trail
Every query logged. Every access recorded. Full compliance visibility.
Enterprise Encryption
AES-256 at rest, TLS 1.3 in transit. Your keys, your control.
Powered by Project Rampart
Our production-ready AI security gateway protects your LLM applications from emerging threats while maintaining complete observability. Real-time threat detection, policy enforcement, and comprehensive audit logging—all in one layer.
Learn more about RampartDeployment Options
Samvid Cloud (SaaS)
Fully managed, SOC 2 Type II certified. Derived content is stored in the Samvid Cloud platform.
Virtual Private Cloud
Your AWS account. Our management. Your data boundaries.
Samvid Edge Node (Hybrid)
Semantic layer runs in your cloud account and keeps raw data local. The Edge Node communicates with Samvid Cloud, where derived content is persisted.
Performance at Scale
See It In Action
Experience how orchestrated reasoning transforms your documents into institutional intelligence.