As featured in the Wall Street Journal · FERPA-compliant · Full audit trail · IEEE Research
Enterprise team
Enterprise Platform

One Intelligence Layer. Three Critical Functions.

Recover revenue, reduce risk, and preserve institutional memory from one governed intelligence layer.

One platform for operations, knowledge, and research, secured by Rampart.

See How It Works

Executive Pain Points

Revenue leaking from unenforced contract terms and missed escalations

Employees spending 20% of their time searching for information that should be instant

Decades of research and institutional knowledge locked in static archives

Expertise walks out the door when people leave — and never comes back

No unified security layer governing who can ask what of your AI systems

01

Ingest

Connect contracts, policies, research, and operational systems into a shared graph.

02

Ground

Every answer is source-cited, permission-aware, and audit-ready by design.

03

Act

Trigger workflows that recover revenue, reduce cycle time, and prevent compliance drift.

Revenue Operations
5-12%
Typical revenue leakage
3 months
Average detection delay
60%
Contracts with discrepancies
$2.5M
Avg. enterprise recovery

Where Revenue Leaks

Revenue leakage happens silently across three dimensions. Samvid monitors all of them.

Pricing Compliance

Pricing Compliance

Contracted rates not reflected in invoices. Discounts applied incorrectly. Escalation clauses missed.

3-5%
Average revenue lost
Contract Conformance

Contract Conformance

Terms not enforced. SLA credits not claimed. Minimum commitments under-billed.

2-4%
Potential recovery
Compliance & Risk

Compliance & Risk

Regulatory requirements overlooked. Audit findings. Contractual obligations unfulfilled.

10x
Cost of remediation vs. prevention

The Samvid Solution

An AI-native platform that unifies your data and enforces your contracts.

Single Source of Truth

The Intelligent Layer for Your Enterprise Data

Continuous Monitoring

Our AI continuously monitors for discrepancies between contracts and billing systems.

360° Partner Visibility

Unified view of every relationship—contracts, invoices, and obligations in one place.

Proactive Workflow

Automated alerts for renewals, escalations, and compliance before deadlines hit.

Unified Data Layer

Connect contracts, billing, and operations data into a single source of truth. No more reconciling spreadsheets.

Real-Time Visibility

See revenue risk as it happens, not weeks later. Dashboards that surface discrepancies instantly.

Hermes Agent

AI-powered contract analysis that extracts terms, identifies risks, and monitors obligations automatically.

Automated Enforcement

Price escalations, renewal notices, and compliance checks triggered automatically based on contract terms.

Meet Hermes

Your Contract Intelligence Agent

Named after the Greek god of commerce and negotiation, Hermes automatically extracts pricing terms, identifies escalation clauses, tracks renewal dates, and monitors obligations. It compares what was contracted against what was billed—and flags every discrepancy.

99%+ Accuracy
Term Extraction
Seconds
Analysis Time
50+
Contract Types
Multi-lingual
Languages

Revenue Recovery Use Cases

Every contract has money hiding in it. Here's how we find it.

Price-to-Contract Validation

Every invoice checked against contracted rates. Discrepancies flagged before they become losses.

Recover 3-5% of revenue

Renewal Management

Auto-renewal dates tracked. Notification workflows triggered. Never sign unfavorable rollovers.

Zero missed renewals

Escalation Enforcement

Annual price increases, step-ups, and index-linked adjustments applied on schedule.

Capture every escalation

Minimum Commitment Tracking

Volume commitments monitored in real-time. Shortfalls identified. True-ups calculated automatically.

Full commitment recovery

Discount Expiration

Promotional rates and temporary discounts sunset on schedule. No more perpetual discounts.

Margin protection

SLA Credit Management

Service level breaches tracked. Credits calculated and claimed. Both as vendor and customer.

Bilateral enforcement
Knowledge Operations

Turn Documents Into Answers

Transform your document repositories into intelligent, queryable knowledge bases. Ask questions in plain English. Get synthesized answers with citations.

What You Can Do

Practical capabilities that transform how your organization accesses knowledge.

Ask Questions in Natural Language

Query your entire document corpus conversationally. "What was our policy on remote work before 2023?" "Find all mentions of vendor X across contracts."

"Show me everything we know about our top 10 customers"

Surface Hidden Connections

Discover relationships across documents, departments, and time. The knowledge graph reveals patterns humans miss.

"What projects are affected by this regulation change?"

Keep Knowledge Current

As documents update, the knowledge base evolves. New policies override old ones. No stale information.

"What's our current position on AI usage in customer data?"

Route to the Right Expert

When the system doesn't have a definitive answer, it knows who does. Connect questioners to subject matter experts.

"Who should I talk to about GDPR compliance?"

Knowledge flywheel
What Makes Samvid Different

Beyond Search: Knowledge That Compounds

Unlike point-in-time RAG tools, Samvid builds temporal knowledge graphs that capture not just information, but relationships and evolution over time.

Institutional Memory

Knowledge persists beyond individuals. New hires access decades of context from day one.

Trace Lineage

See how understanding evolved. Track the origin of ideas, decisions, and policies.

Hidden Connections

Discover relationships across projects, departments, and time periods automatically.

Compounding Value

Knowledge gets smarter over time. Each query improves the system for future questions.

Enterprise Use Cases

Real applications delivering measurable value.

Employee Self-Service

HR policies, IT procedures, benefits questions—answered instantly without tickets.

70% reduction in routine queries

Onboarding Acceleration

New hires query institutional knowledge from day one. Ramp time drops dramatically.

60% faster time-to-productivity

Sales Enablement

Competitive intelligence, case studies, pricing history—all queryable in context.

40% faster deal preparation

Compliance & Risk

Surface policy conflicts, track regulatory requirements, audit document access.

Real-time compliance visibility

M&A Due Diligence

Analyze thousands of documents. Extract key terms, identify risks, surface obligations.

80% reduction in review time

R&D Knowledge Management

Decades of research accessible instantly. Literature review in minutes, not weeks.

Institutional memory that compounds

Platform Capabilities

Enterprise-grade features that scale with your organization.

Unified Knowledge Layer

Every document, email archive, wiki, and database becomes one queryable knowledge base. No more searching five systems.

Intelligent Synthesis

Don't just find documents—get answers. The platform synthesizes information across sources and cites its reasoning.

Permission-Aware Responses

Answers respect access controls. Sales sees sales data. HR sees HR data. No information leakage.

Usage Intelligence

See what knowledge is accessed, what questions go unanswered, where gaps exist.

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.

Rampart

Powered by Project Rampart

Our open-source AI security gateway protects your LLM applications with real-time threat detection, policy enforcement, and comprehensive audit logging.

Learn more about Rampart

Deployment 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.

Research & Institutional Memory

Knowledge That Outlasts Any Individual

Temporal knowledge graphs that preserve and compound institutional expertise — so decades of research never go dark when someone leaves.

Temporal Knowledge Graphs

Time-aware relationships across research data. See how understanding evolved, what influenced what, and trace the lineage of ideas.

Research Synthesis Agent

Multi-document reasoning and literature review. Ask complex questions that require synthesizing across dozens of papers.

Knowledge Continuity

Institutional knowledge remains accessible regardless of team changes. Insights stay queryable and actionable over time.

Cross-Reference Discovery

Hidden connections surface automatically. Find links between projects, methods, and findings you didn't know existed.

Knowledge graph visualization

Temporal Knowledge Graphs

Unlike flat document stores, Samvid builds time-aware knowledge graphs that capture not just information, but relationships and how they evolved — so you can ask not just what was decided, but why, and trace the full lineage of any idea.

  • See how understanding evolved over time
  • Trace the lineage of ideas and methods
  • Discover connections across projects and time periods
  • Preserve context that static archives lose

Live Visualization

Every entity, concept, and relationship extracted from your documents is rendered as a live, queryable graph. The screenshot behind this panel is a real knowledge graph built from a live document — entities (blue) and concepts (green) connected by inferred semantic relationships.

Entity Concept Relationship

Use Cases

Institutional Memory

Decades of research become instantly accessible. New team members can query the entire knowledge base from day one.

Research Synthesis

Ask questions that span multiple studies, methodologies, and time periods. Get synthesized answers with full citations.

Knowledge Management

Transform institutional expertise into an accessible, queryable resource. New team members gain immediate context from historical insights.

Discovery

Find connections you didn't know to look for. Surface relevant prior work, related methods, and potential collaborations.

Outcomes

  • Institutional memory that compounds over time
  • New hires productive in days, not months
  • Expertise preserved when people leave
  • Hidden connections discovered automatically
  • Literature review in minutes, not weeks
  • Time-aware understanding of how knowledge evolved
“Institutional memory that compounds over time. New hires productive in days, not months.”

The Samvid Promise

For Research Organizations

Ready to Recover Revenue and De-risk AI?

Bring one workflow. We'll show where value is leaking and how quickly you can operationalize trusted AI.