01 · Architecture
Unified, scalable, platform-independent
Runs natively on Kubernetes with multi-model orchestration. Deploy across clouds or on-prem, with consistent runtime behavior and no vendor lock-in.
Kubernetes-nativeNew: Unified runtime for semantic + data graphsEnterprise-ready
Build Your Realm of enterprise intelligence.
Realmtrix is a unified, scalable platform for AI document intelligence. Run on Kubernetes, leverage multi-model pipelines, and build semantic + data graphs without rigid schemas or custom one-off projects.
Explore architectureRuns efficiently on CPU-first infrastructure
Replace six-figure custom builds with a single unified platform.
Designed for teams handling high-stakes documents: legal, finance, operations, and regulated industries.
Global banks
Fortune 500 ops
Gov & public sector
Platform Features
A unified runtime for AI document intelligence
Realmtrix combines semantic understanding, data modeling, and execution of layered AI workflows in a single platform. No brittle schema design, no glue code, no one-off integrations.
02 · Economics
Transforms six-figure custom builds
Collapses bespoke, high-consulting AI projects into a reusable product platform— your moat is the intelligence you build, not one-off code.
Cost advantage03 · Intelligence Model
Semantic + data graph in one model
Self-describing, schema-less graph combines unstructured meaning and structured entities. The model evolves as you ingest more data—no redesign cycles.
Schema-less04 · Infrastructure
CPU-first, open-source model collection
Curated pipelines of optimized open-source models tuned to run efficiently on commodity CPUs, with optional GPU boosts where needed.
CPU-first05 · Pipelines
High-throughput processing architecture
Modular pipeline engine supporting parallel processing, retries, monitoring, and back-pressure for billions of pages per month.
High throughput06 · Training
User-driven, iterative training
Analysts and operations teams refine extractions, labels, and graph structure from a UI—Realmtrix learns with every correction and decision.
Human-in-the-loop07 · Search
Unified semantic + graph search
Search across documents, entities, and relationships in one surface. Blend vector search, filters, and graph traversals for precise answers.
Searchable web08 · Workflows
Layered AI workflows on one runtime
Compose multi-step AI workflows—extraction, validation, enrichment, reasoning— all on top of the same intelligence model and graph.
Unified runtimeUnder the Hood
Built like an enterprise runtime, not a demo
Realmtrix is designed for teams that need reliability, observability, and control: SREs, platform engineers, and data leaders who can't afford "black box" AI.
Realmtrix Runtime TopologyMulti-model · Multi-tenant
Ingestion
Connectors
File shares · DMS · S3 · Databases · APIs
Processing
Pipelines
OCR · parsing · classification · extraction · QA
Intelligence
Graph Engine
Semantic + structured graph, self-describing nodes
Search
Hybrid retrieval
Vector + keyword + graph traversal for precise answers.
Workflows
Layered AI flows
Policy checks, risk scoring, approval routing, & more.
Interfaces
APIs & UI
REST, SDK, and analyst console for your teams.
Realmtrix is a runtime that your platform team can actually trust: observable, controllable, and designed not to be the special snowflake in your stack.
- • Native to your infra. Deploy to your Kubernetes clusters, wire into your CI/CD, use your own monitoring and logging stack.
- • Opinionated but open. Curated open-source models and pipelines you can understand, extend, and replace—no dead ends.
- • Governance-ready. Fine-grained access controls, environment isolation, and auditable workflows for regulated environments.
- • Future compatible. Plug in new models, new workflows, and new search capabilities without re-platforming.
Use Cases
Built for document-heavy, high-stakes workflows
From contracts to compliance, Realmtrix powers real-world operations—not toy demos.
Legal & Contracts
Contract intelligence at scale
Centralize MSAs, SOWs, NDAs, and amendments. Track obligations, renewals, and risk patterns in one live graph instead of scattered spreadsheets.
Example: 80% less time to review renewal risk across portfolio.
Financial Operations
Automated document ops
Ingest invoices, statements, KYC/AML records, and disclosures. Route exceptions to humans; let Realmtrix handle the predictable work.
Example: 60% reduction in manual data entry and reconciliation.
Compliance & Risk
Continuous compliance visibility
Map controls, policies, evidence, and findings to a single semantic graph. Answer "where are we exposed?" with traceable, explainable results.
Example: From weeks to minutes for audit-readiness checks.
How It Works
From PDFs to production-grade intelligence
Realmtrix turns your existing document estate into a living, searchable, and extensible intelligence layer—without a multi-year project.
1
Connect & ingest
Wire Realmtrix into existing repositories: DMS, shared drives, S3, email, line-of-business systems. Set retention and access policies up front.
2
Parse & structure
Pipelines handle OCR, parsing, classification, and extraction. Out-of-the-box skills get you to value quickly, then adapt to your data.
3
Build the graph
Entities, relationships, and metrics become a live semantic + data graph. No schema migration projects—just continuous refinement.
4
Search & automate
Enable semantic search, dashboards, and layered AI workflows that plug into your existing systems, chat tools, or custom apps.
Ready to build your enterprise intelligence moat?
Let's map Realmtrix to your existing document estate and workflows. In a short session we'll identify 2–3 high-impact use cases and outline a realistic path from pilot to production.