Answers You Can
Audit

Your enterprise knowledge deserves more than keyword matching. NariHQ turns contracts, policies, spreadsheets, and databases into answers with citations you can trust. Built for regulated teams that need to move fast, stay secure, and stay audit-ready.

100%

Cited responses

Evidence attached to every claim

Atomic

Consistent updates

All-or-nothing change propagation

Full

Audit trail

Traceability by default

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The Challenge

Traditional search finds documents.
You need to find answers.

Enterprise knowledge is scattered across contracts, policies, spreadsheets, and databases. When decisions matter, you need more than retrieval. You need understanding.

Fragmented Context

Critical information is spread across sections, documents, and formats, losing meaning in translation.

Lost Provenance

When you need to justify a decision, can you trace every claim back to its authoritative source?

Inconsistent Updates

Changes propagate unevenly, leaving your knowledge base in an uncertain state.

Capabilities

From Information to Intelligence

NariHQ transforms how enterprises work with knowledge, moving beyond retrieval to genuine understanding.

Concept-Complete Understanding

NariHQ doesn’t just match keywords. It comprehends complete concepts with precision that enables reliable downstream automation. Small gaps in understanding compound quickly in agentic workflows; clean, structured knowledge prevents a single misinterpretation from derailing an entire session.

Use smaller, faster models with confidence
Semantic coherence across document boundaries
Errors don’t compound: precision at every step

Complete Provenance

Every answer traces back to authoritative sources. Every transformation is auditable. When compliance asks “where did this come from?” you have the answer.

Atomic Consistency

When a source document changes, every dependent relationship, inference, and citation updates together, or none do. Your decisions are never based on partially propagated changes.

Unified Intelligence

Contracts, spreadsheets, policies, and databases: unified through semantic understanding, cross-document linking, and verifiable reasoning. Every claim traceable, every inference grounded.

Point-in-Time Intelligence

Know what your system understood at any moment. Query historical knowledge states, trace how conclusions evolved, and simulate impact before committing changes.

Our Approach

Intelligence Through Structure

We’ve reimagined how enterprise knowledge systems work, building on rigorous foundations that preserve meaning while enabling discovery.

Trusted Intelligence

Decisions you can defend. Answers you can trace.

Secured by Design

Access boundaries enforced at the knowledge layer. Teams see only what they’re authorized to see.

Governed Evolution

Atomic updates: all dependent relationships change together or not at all. Every state recoverable.

Taxonomic + Relational

What things are and how they relate. Dual structures for the right reasoning path.

Semantic Coherence

Meaning-preserving decomposition. Complete thoughts, not fragments.

Your Documents

Trust & Governance

Built for Decisions That Matter

When inaccuracy has consequences, you need a knowledge system designed for accountability.

End-to-End Traceability

Every answer maps to source evidence. Every transformation is recorded. Reconstruct the reasoning path for any decision.

Immutable Audit Trail

Change history preserved indefinitely. Roll back to any previous state. Version control for your entire knowledge base.

Governed Discovery

Machine-discovered relationships stay separate from human-approved truth until explicitly validated. No silent overrides.

Zero-Downtime Updates

Knowledge updates happen atomically without service interruption. Queries always see a consistent state.

Applications

Accuracy Matters Everywhere

Wherever decisions depend on getting information right, NariHQ delivers understanding you can trust.

EngineeringAI & Automation

Brownfield Development

Legacy codebases accumulate scattered, inconsistent internal knowledge across wikis, tickets, and tribal memory. NariHQ unifies this context so AI coding assistants work with accurate, complete understanding instead of hallucinating from gaps.

Analytics

Research & Discovery

Navigate scientific literature, patents, and technical documents with concept-level precision. Surface connections across disparate sources. Accelerate insight without missing critical details.

Operations

Customer Intelligence

Power support teams and self-service with answers that are accurate and complete. Every response traceable to source documentation. Confidence that scales.

Engineering

Technical Documentation

Unify engineering specs, product manuals, and operational procedures. Query across versions and formats. Keep teams aligned on what’s current.

Compliance

Legal & Contracts

Understand obligations, triggers, and consequences across document portfolios. Track how amendments affect outcomes. Surface conflicts before they matter.

ComplianceAnalytics

Healthcare & Life Sciences

Navigate clinical protocols, drug interactions, and treatment guidelines with precision. Evidence-backed answers for decisions that affect patient outcomes.

AnalyticsCompliance

Financial Analysis

Synthesize reports, filings, and market data into coherent intelligence. Trace every insight to its source. Make decisions with full context.

OperationsAnalytics

Supply Chain & Operations

Connect supplier agreements, logistics data, and quality specifications. Understand dependencies across your operational ecosystem.

ComplianceOperations

Policy & Governance

Keep policies consistent as they evolve. Understand cascading effects of changes. Ensure procedures align with stated intent across the organization.

OperationsAI & Automation

Change Propagation

Push decisions to the ground without unnecessary delays. NariHQ determines the minimal safe quantum of change to propagate while maintaining data isolation and security boundaries.

Pricing

Simple, Transparent Pricing

Start free. Scale as you grow. Every plan includes full API access and cited responses.

Need more?

Custom token limits, dedicated infrastructure, SSO, SLAs, and tailored onboarding. Let’s build a plan that fits your organization.

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Ready to Transform Your Knowledge Infrastructure?

Discover how NariHQ can bring concept-level intelligence to your enterprise.

Answers You CanAudit

Traditional search finds documents.You need to find answers.