Agentic AI That Works Across Your Entire Business—On Any Stack.

AI Hub gives you a platform-agnostic intelligence layer that detects, reasons, acts and learns across all your systems—without replacing anything you use today.

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AI Agent Platform Architecture

Explore the AI Intelligence

Orchestrate actions, automate decisions, and learn in the loop—securely across your apps and ops.

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Throughput & OEE up

Throughput & OEE up

Close the loop on bottlenecks, constraints, and changeovers; lift OEE with HITL-gated autonomy.

Zero-surprise downtime

Zero-surprise downtime

Predict failures and trigger playbooks; raise MTBF, cut MTTR, and shrink unplanned stops.

Right-first-time ops

Right-first-time ops

Insight → policy → action closes CAPA loops; reduce quality escapes and rework.

Energy cost compression

Energy cost compression

Forecast and flatten peaks; orchestrate loads (HVAC/chillers/air/compressors/DG) to trim 5–12% in energy spend.

Leakage control

Leakage control

Auto-reconcile production, utilities, and inventory; reduce material/energy leakage and shrinkage.

Audit on click

Audit on click

Immutable evidence packs for compliance (ISO/TS/FDA) and contractor SLAs—audits become downloads.

Biz.AI - An AI Service Layer That Thinks, Acts, and Orchestrates Across Your Business

Make drives efficiencies, solves problems, and speeds innovation by breaking down silos across your business.

IT Automation
Monitor
Process
Store

IT Automation

  • Cut complexity and move faster by automating monitoring to incident response
  • Connect tools and integrate AI for seamless workflows
  • Reduce manual work and operational overhead
  • Free your team to focus on innovation
Automate IT

The Intelligence Pipeline

From raw data to autonomous action—a complete, integrated cognitive architecture.

Agentic Intelligence

Agentic Intelligence

The Brain

Autonomous decision loops, self-correcting workflows

  • Autonomous decision loops, self-correcting workflows
  • Contextual reasoning, task decomposition
  • Multi-agent systems, orchestration, function-calling
  • Automations using n8n / Dify / Kore.ai
LLMs/SLMs & AI Stack

LLMs/SLMs & AI Stack

The Knowledge

Foundation models grounded in enterprise reality.

  • GPT / Claude / Llama / domain-tuned small models
  • Document AI: OCR + NLP + semantic search
  • Embeddings + vector DBs (FAISS, Pinecone, Weaviate, Qdrant)
  • Safety protocols: grounding, guardrails, validation layers
Integration Engineering

Integration Engineering

The Nervous System

Connecting IT, OT, and data streams in real-time.

  • ERP: SAP, Oracle, Tally, Zoho, Ramco
  • CRM: Salesforce, HubSpot, Zoho CRM
  • OT & Industrial: OPC-UA, MQTT, edge gateways, SCADA systems
  • Databases: SQL/NoSQL, data lakes, real-time streams
  • API engineering: REST, SOAP, GraphQL, webhooks, event buses
Enterprise Ops & Governance

Enterprise Ops & Governance

The Shield

Enterprise-grade security, scaling, and compliance.

  • CI/CD for workflows, automated testing, versioning
  • Secrets vaulting, RBAC, audit logs
  • HA clusters, scaling strategies, retries, fallbacks

Agent Categories

Create Agents icon

Create Agents

Generate business transactions at scale from live conditions.

Action Agents icon

Action Agents

Execute actions or playbooks; escalate only when needed.

Insight Agents icon

Insight Agents

Convert raw signals into root cause and next-best steps.

Predictive Agents icon

Predictive Agents

Forecast failures, demand, energy, and risk.

Orchestration Agents icon

Orchestration Agents

Move work across people and systems in the right order.

Guardrail Agents icon

Guardrail Agents

Enforce policy, SoD, ROI, safety, and compliance before anything fires.

Ledger Agents icon

Ledger Agents

Capture immutable proof for every detection and action.

Connector Agents icon

Connector Agents

Wire IT/OT quickly; speak machine and enterprise fluently.

In the Box

AI Agents & LLMs icon

AI Agents & LLMs

Provide reasoning, planning, and predictive capabilities across business processes.

Workflow Orchestration Engine icon

Workflow Orchestration Engine

Coordinates multi-step, multi-agent processes with logical branching and conditional actions.

Data & Knowledge Layer icon

Data & Knowledge Layer

RAG (retrieval-augmented generation), vector stores, and real-time data integration for contextual intelligence.

APIs & System Integrations icon

APIs & System Integrations

Connect to internal systems, external SaaS, IoT networks, and cloud services.

Monitoring & Analytics icon

Monitoring & Analytics

Track agent performance, workflow efficiency, and operational KPIs.

Edge & Cloud Deployment Options icon

Edge & Cloud Deployment Options

Flexible deployment for on-prem, cloud, or hybrid environments.

High-Impact Areas

Autonomous Decisioning

Autonomous Decisioning

Agents that think, plan, and execute with minimal supervision.

Contextual Memory

Contextual Memory

Agents retain operational context for smarter, coherent actions.

Real-Time Monitoring & Alerts

Real-Time Monitoring & Alerts

Detect anomalies and trigger corrective actions automatically.

Integration-First Design

Integration-First Design

Seamless interoperability with enterprise systems and cloud infrastructure.

Security & Compliance by Design

Security & Compliance by Design

Maintain governance, audit trails, and regulatory adherence.

Scalable & Modular Architecture

Scalable & Modular Architecture

Expand agent capabilities or workflows without downtime.

FAQ's

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