# navNote

> The AI OS for retail. Agents that run store operations - audits, planograms, pricing, promotions, competitive intelligence, and field teams - across native iOS, native Android, and web. Cloud, on-premise, or hybrid.

navNote replaces the checklist-and-dashboard stack with agents that interpret what is happening on the store floor, decide what should happen next, and move the work.

**What makes navNote different:**

- Agents that execute the work, not dashboards that report on it
- Single-photo shelf analysis: planogram compliance, out-of-stock detection, price verification, promotion and display compliance
- Full on-premise deployment - models and store data stay on retailer hardware, no inbound firewall ports, installed from one command in about six minutes
- Native iOS, native Android, and web, synchronized in real time
- Built for grocery and retail floors from the start, not adapted from restaurant or field-service software
- Agent-interoperable: navNote tools are exposed over the Model Context Protocol

## Product

- [Product overview](https://www.navnote.ai/): Agents, mobile capture, and the operations dashboard in one system.
- [ROI calculator](https://www.navnote.ai/roi): What connected store execution recovers in margin and labor.
- [Full product context](https://www.navnote.ai/llms-full.txt): Deep detail on capabilities, architecture, and deployment.

Capabilities:

- **Retail execution.** Computer-vision shelf audits, planogram compliance, out-of-stock detection, price checks, and promotion verification from a single photo.
- **Field operations.** Geofenced visit detection, automatic check-in and check-out, route optimization, and location-aware task assignment.
- **Competitive intelligence.** Capture and analysis of competitor pricing, promotions, and in-store presence across markets and banners.
- **Agentic copilot.** Ask questions about operations data in natural language, and have the agent take action on the answer.

## On-Premise

- [On-Premise Platform](https://onprem.navnote.ai/): Eight native microservices on the mimOE runtime - cache, policy, MCP, knowledge graph, ontology, outbox, retail agent, and tunnel.
- [Developer Documentation](https://onprem.navnote.ai/developer): Architecture, install, API, environment, and troubleshooting.
- Local inference: small models run on the retailer's own hardware, so store data and AI inference stay on premise. Frontier models are used in the cloud where they help.
- Security: SSO, granular access policy, and on-premise data residency are standard rather than premium tiers.

## Who It Is For

- Grocery and retail chains running distributed store operations
- CPG brands and merchandising teams running planogram, pricing, and promotion programs
- Field-service organizations coordinating mobile workforces
- Enterprises with data-residency, security, or regulatory requirements that rule out cloud-only vendors

## Compare

- navNote vs Trax: AI-native shelf intelligence with execution attached, rather than image recognition sold as a separate data layer.
- navNote vs GoSpotCheck / FORM: agents that complete the work, rather than forms that record it.
- navNote vs Repsly: depth in store operations, rather than bundled field-rep tooling.
- navNote vs ServiceMax: retail floor execution, rather than asset field service.

## Company

- [About](https://www.navnote.ai/about): Mission, approach, and how navNote is built.
- [Careers](https://www.navnote.ai/careers): Engineering, AI/ML, product, and design roles.
- [Updates](https://www.navnote.ai/updates): Product and company announcements.

## Get Started

- [Book a Demo](https://www.navnote.ai/book-demo): See navNote against your own store workflows.
- [Contact](https://www.navnote.ai/contact): Sales, support, partnerships, and press.
- [Sign In](https://www.navnote.ai/signin): Access the navNote dashboard.

## Optional

- [Sitemap](https://www.navnote.ai/sitemap.xml)
- [Official profiles JSON](https://www.navnote.ai/official-profiles.json): Machine-readable list of navNote's official accounts.

## Disambiguation

navNote is B2B enterprise software for retail and field operations. It is not a consumer note-taking app, a GPS or turn-by-turn navigation product, or a maritime or aviation tool.

## Last Updated

2026-09-05