relim.ai
✦ PLATFORM OVERVIEW

One Platform.
Three Core Pillars.

Connect any data source, build autonomous AI pipelines, and surface real-time intelligence—all within a single governed platform.

250+ OT & IT Connectors.
Visual Pipelines Built by You�or by Agentic AI.

OVERVIEW

Connect any source, build any workflow, and expose your data through any protocol�all without writing infrastructure code.

CAPABILITIES

Universal OT/IT Connectivity

Native drivers for MQTT, Modbus, OPC UA, Aveva PI, Aveva PI AF SDK, Ignition SCADA, Kafka, REST APIs, Relational, Document & Time-Series DBs, cloud storage, and multi-format files.

Full-Featured Pipeline Studio

Build event-driven, streaming, or time-polled workflows with Read, Write, Delete, Switch, Foreach, Breakup, Flatten, Merge, Sub-pipeline, and AI Agent nodes.

"Glass" Real-Time Inspection

Peek inside live pass-through data mid-stream without stopping pipelines. Write transformations in JavaScript with Spark Dataset & Python Pandas support.

Model & Instance Unification

Map chaotic multi-vendor sensor and IT schemas into a standardized canonical model�instantly ready for ML Training and Inferencing inside the pipeline.

Dynamic API & Protocol Gateway

Built-in MQTT Server, Dynamic REST API Builder, WebSockets, and Multi-Port TCP Endpoints�let any app consume your OT/IT data via simple REST calls.

Explore DataOps →

Tableau-Caliber Analytics�Without the BI Tax or Token Drain.

OVERVIEW

Turn streaming operational data into boardroom-ready insights. No external BI software, no data export, no wasted tokens.

CAPABILITIES

Business-Friendly Data Dictionary

Turn raw connections and technical tags into governed, plain-English business metrics accessible to every stakeholder�no SQL required.

Self-Service Visualizations & Scorecards

Drag-and-drop interactive charts, multi-KPI scorecards, and role-based publishing�private team views or organization-wide portals.

Pin Live Charts from AI Studio

AI Studio builds native Relim.ai dashboard widgets that pin directly to your workspace and stream real-time pipeline data automatically.

See Analytics →

Multi-LLM Flexibility Meets Edge Machine Learning.

OVERVIEW

Ground your AI in live operational data. Multi-model flexibility, hybrid retrieval, and edge ML�all governed by Zero-Trust principles.

CAPABILITIES

Multi-LLM AI Studio

Connect OpenAI, Claude, Grok, Llama, DeepSeek, or local models to enterprise MCP tools and knowledge bases for instant "what-if" simulations and strategic advisory.

Bidirectional MCP Server

Expose any Relim.ai data source as an MCP endpoint for internal/external agents, or consume external MCP servers inside your pipelines.

Hybrid BM25 + Vector RAG

Upload corporate files or sync SharePoint and Google Drive into auto-embedded vector stores combining BM25 keyword precision with semantic vector search.

Edge ML Depot & Real-Time Video Inferencing

Download pre-built ML models to edge devices or BYOM. Run inline pipeline inferencing including real-time video object detection at the edge.

Explore AI Studio →
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DataOps Platform
DataOps Platform
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AI-Ready Pipelines
AI-Ready Pipelines
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Agentic AI & Control
Agentic AI & Control
relim.ai feature SKILL AGENTS

The Autonomous Skill Agents & Memory Bank Matrix

Powered by Relim.ai's persistent Memory Bank, our specialized Skill Agents collaborate autonomously — from designing Star Schemas to answering queries via dynamic APIs.

Skill Agents Visual

18+ Autonomous Agents That Build, Govern, and Run Your Stack

Each agent specializes in a domain — DataMart, Pipeline, Dashboard, Reporting, Data Lineage, and more — working together via shared Memory Bank context to deliver end-to-end automation.

  • Data & Engineering Agents (DataMart, Pipeline, Dashboard, SDLC)
  • Business & Operations Agents (Sales, Marketing, HR, Support)
  • Persistent Memory Bank for cross-agent context
  • MCP & REST API integration for external apps
relim.ai feature ENTERPRISE SECURITY

Enterprise Security — Zero-Trust AI & MCP DataGuard

Built for CISOs and regulated enterprises. Your sensitive data never leaves your infrastructure.

Security Visual

AI Without the Data Exposure

Zero-Trust Execution sends only schema metadata to LLMs — never raw business data. MCP DataGuard automatically masks, suppresses, and re-hydrates sensitive fields in real time.

  • Zero-Trust Mode — flip on in AI Studio
  • MCP DataGuard — auto-mask PII, financials, IP
  • 100% local code execution on your server or edge
  • Auto re-hydration of masked IDs after LLM response
relim.ai feature DEPLOYMENT TOPOLOGY

Edge-to-Cloud Deployment Topology

Deploy anywhere — lightweight edge nodes, on-prem servers, or your cloud VPC. Manage everything from a single control plane.

Topology Visual

Deploy Anywhere. Manage Everywhere.

From lightweight industrial edge devices to air-gapped data centers and multi-cloud environments, Relim.ai adapts to your infrastructure — not the other way around.

  • Lightweight Edge Nodes — MQTT, OPC UA, Edge ML
  • Customer Cloud — AWS, Azure, GCP, Air-Gapped
  • Enterprise Control Plane — RBAC, Central Governance
  • 250+ distributed nodes managed centrally

How Relim.AI Compares

Purpose-built for industrial DataOps and Agentic AI — not retrofitted from general-purpose tools.

— COMPETITOR
✓ WHY RELIM.AI WINS
B
HighByte Intelligence Hub
→ Goes beyond industrial data modeling with AI Studio, governed workflows, and action across edge, on-prem, and cloud.
FT
FactoryTalk DataMosaix
→ Combines Industrial DataOps with Agentic AI and a more direct path from data to operational action.
Cognite Data Fusion
→ More edge-first and workflow-oriented, with a stronger focus on real-time action and secure AI use.
Litmus
→ Pairs 250+ connectors with AI Studio, governance, and enterprise AI workflows in one platform.
SIEMENS
Siemens Industrial Edge
→ More focused on Industrial DataOps and AI activation, not just edge infrastructure.
Cybus
Cybus Connectware
→ Adds governed AI, richer orchestration, and broader cross-industry use cases.
HCL
Tech
HCLTech Antares IDL
→ Offers a sharper product-led story around Industrial DataOps, AI, and operational outcomes.
PTC Kepware
→ Extends far beyond connectivity into contextualization, AI, governance, and action.
EXPERIENCE RELIM.AI

Ready to Experience Reliable AI,
Beyond Limits?

See how Relim.ai connects your edge devices, unifies your data pipelines, and deploys autonomous agents in days—not months.

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