Not AI added on.
AI as the operating system.
Every other operations platform was built before the agentic AI era and is now retrofitting models around legacy data layers. Innfini was architected the other way around — the AI runtime is the platform. Sensors, integrations, and dashboards are all expressions of an agentic core.
The five-layer Innfini stack.
Every deployment runs on a unified, edge-to-cloud architecture. Each layer is independently scalable, observable, and replaceable — but composes into a single agentic runtime.
- L5Agentic AI orchestration. Goal-driven agents reason over live sensor state, plan multi-step actions across systems, and document every decision in an audit trail. Policy guardrails enforce safety, scope and approval thresholds.
- L4Decision engine & ML models. Vision (detection, OCR, anomaly), time-series forecasters, optimization solvers, and LLM-grounded reasoning — all served through one model gateway with versioning and shadow-deploy.
- L3Unified object & event graph. Every asset, place, person, work order, and signal is a typed node. Events stream through a Kafka-grade backbone with schema enforcement and idempotent processing.
- L2Connectors & integrations. 80+ pre-built connectors for ERP (SAP, Oracle, NetSuite), WMS (Manhattan, Blue Yonder), MES, SCADA, CMMS, GIS, and identity — plus a typed SDK.
- L1Sensor fabric (edge). RFID gateways (Zebra, Nordic ID, Impinj), computer-vision cameras, BLE beacons, LoRaWAN, environmental and biometric sensors. Sub-100ms inference at the edge.
Six capability surfaces, one runtime.
Agentic AI orchestration
Plan, decide, act, explain — under policy. Innfini agents are typed processes with goals, tools, memory, and provable boundaries.
- HTN + LLM planning
- Tool-use via integration layer
- Policy guardrails & approvals
- Decision audit ledger
Computer vision
Production-grade vision tuned to industrial environments — low light, occlusion, glare, motion. Fine-tuned per site.
- Object detection & classification
- OCR (labels, plates, serials)
- Safety & PPE detection
- Camera-to-RFID fusion
Predictive analytics
Forecasting and optimization tuned to operational baselines, not generic benchmarks. Retrained weekly against ground truth.
- Demand & capacity forecasting
- Failure prediction
- Dwell-time & slot optimization
- Anomaly & drift detection
Conversational ops
Ask anything. The platform answers — grounded in live state, with citations. Natural language is a first-class interface.
- NL queries on the ops graph
- Grounded LLM with citations
- Voice-first mode (ops floor)
- Multi-language (12 launch)
Sensor fabric
Hardware-agnostic. Ships certified profiles for major industrial sensors and a vendor-neutral edge runtime.
- RFID (UHF, BLE, NFC)
- Vision (IP, USB, industrial)
- SCADA / Modbus / OPC-UA
- x86 & ARM edge runtime
Governance & security
Built for regulated environments from day one — federal, healthcare, financial, energy. Audit and access live in the platform.
- SOC 2 Type II · ISO 27001
- FedRAMP-aligned roadmap
- RBAC + ABAC
- Data residency & encryption
Deploys where your operations live.
Deployment models
| Innfini Cloud | Managed SaaS on AWS / Azure / GCP — US, EU, ME, APAC regions |
|---|---|
| Private Cloud | Single-tenant in your VPC — customer-managed encryption keys |
| On-Premises | Air-gapped or restricted — Kubernetes + edge gateway distribution |
| Hybrid Edge | Edge runtime per site, cloud control plane — operates degraded |
Integration footprint
| ERP | SAP S/4 & ECC · Oracle Fusion · NetSuite · Dynamics 365 |
|---|---|
| WMS / TMS | Manhattan · Blue Yonder · Körber · SAP EWM · Oracle TMS |
| MES / SCADA | Rockwell · Siemens · GE Digital · AVEVA · Honeywell |
| Identity | Okta · Azure AD · Ping · SAML / OIDC / SCIM |
| Data & BI | Snowflake · Databricks · BigQuery · Power BI · Tableau |
See Innfini running in your environment.
A 60-minute architecture review with our solutions team. We map your sensors, your systems, and the agentic workflows that move the needle.