Decision Intelligence Infrastructure
Remylar transforms unstructured enterprise knowledge into decision intelligence—enabling agents to understand, explain, and continuously improve.
From Chaos to Clarity
Enterprise knowledge is scattered. Remylar unifies it.
Structured & Versioned
VERSIONEDIngesting scattered enterprise data into a unified, versioned source of truth.
Unified Logic Substrate
PROVENANCEFull audit trails and lineage for every decision, ensuring enterprise-grade compliance.
Adaptive Intelligence
FEEDBACK-DRIVENNightly retraining cycles that continuously adapt to new data and feedback.
REMYLAR LOGIC SUBSTRATE
Enterprise-grade semantic runtime that transforms unstructured data into versioned, provenance-aware knowledge powering trusted AI autonomy at scale.
Versioned Business Logic Runtime
Every enterprise policy, transaction rule, and compliance requirement becomes a version-controlled knowledge object. Business rules are first-class infrastructure entities not buried in PDFs or prompt engineering.
Domain-Specialized Expert Circuits
Eight specialized neural circuits (MoE architecture) handle distinct finance workflows: policy extraction, fraud detection, compliance monitoring, risk assessment, transaction processing, approval routing, audit trail generation, and exception handling. Each expert adapts continuously from operational feedback.
Provenance-First Architecture
Every AI output includes immutable lineage: source data hash, policy version applied, reasoning trace, and confidence score. Complete audit trails enable regulatory compliance (SOX, Basel, GDPR) without manual documentation.
Continuous Adaptive Learning
Daily retraining cycles ingest human feedback, system outcomes, and edge case discoveries. The substrate self-improves at machine speed — not quarterly manual updates. Your intelligence layer gets smarter with every decision processed.
Three Innovations No Other AI System Offers
Semantic Conflict Detection
Cross-Agent Intelligence Transfer
Temporal Provenance Engine
One Infrastructure Layer. Every Agent Aligned.
Extract + Unify
Turn Policy Chaos Into Clarity
- Ingest from everywhere: PDFs, ERPs, emails
- Detect conflicts: Force clarification
- No hallucinations: Triple-path extraction
"Whether it's T&E policies or insurance claims—same system, different domains."
Decide + Enforce
Every Agent Gets the Same Answer
- Context-aware decisions: Same rule, different scope
- Zero drift: Policy changes sync in milliseconds
- Selective escalation: Humans review edge cases
"Same API for expense approvals, contract reviews, or claims processing."
Learn + Transfer
Intelligence That Improves Collectively
- Learn from decisions: Detect hidden patterns
- Formalize tribal knowledge automatically
- Cross-agent transfer: New agents inherit logic
"Collective intelligence layer: Shared patterns make all agents smarter."
The Technology Behind Enterprise Decision Intelligence
LAYER 1: Semantic Conflict Detector
Detects ambiguous terms, forces context
LAYER 2: Triple-Path Extraction
Vision + Layout + Reasoning consensus
LAYER 3: Decision Runtime (API)
<200ms response, full provenance
LAYER 4: Intelligence Transfer
Continuous learning across agents
One Infrastructure. Every Workflow.
Scroll to explore Remylar across different domains
Finance Workflows
Private BetaRemylar processes Finance workflows across semantic conflict detection, temporal versioning, and multi-agent synchronization.
Healthcare Workflows
Coming SoonSame Remylar infrastructure. Different domain. We're building Healthcare workflows with our initial design partners.
Insurance Workflows
Expanding SoonFollowing Finance success, Insurance workflows are next in our expansion.
Custom
Your WorkflowYour workflow here? Tell us what you're building.
How Remylar Compares
| Feature | Remylar | RAG | KG | Orch |
|---|---|---|---|---|
| Semantic conflict detect | ||||
| Context-aware decisions | ||||
| Cross-agent transfer | ||||
| Temporal provenance | ||||
| Regulator-ready audit |
Building the Enterprise AI Operating System
Decision Intelligence Layer
- • Semantic conflict detection
- • Enterprise policy inference
- • Immutable audit trails
Multi-Workflow Orchestration
- • Cross-domain pattern learning
- • Advanced causal reasoning
- • Predictive policy evolution
The Agent Operating System
- • Every enterprise AI agent queries Remylar for authoritative business logic.
- • Built on our custom-engineered AI architecture.
"Just like every app queries PostgreSQL for data, every enterprise agent will query Remylar for business logic that scales across agents, models, and time."
Frequently Asked Questions
Ready to Eliminate Agent Chaos?
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