Home
Formant
Formant
Formant is a San Francisco–based robotics and physical-operations cloud platform that lets companies operate fleets of robots and advanced connected devices. The Formant software platform implements workflows for remote monitoring, intervention requests, data management, teleoperation, tech-support investigations, and business analysis, and exposes an extensible cloud infrastructure that can be built upon to create custom robot management experiences. The product surface spans an on-robot Formant Agent (ingesting telemetry from ROS / ROS2 / non-ROS sources via configurable adapters), a REST Admin API at `api.formant.io/v1/admin`, a Python package (`pip install formant`) that bundles both a Cloud SDK (query and ingest data programmatically) and an Agent SDK (post telemetry, handle commands, drive teleoperation from robot-side Python), a Data SDK for JavaScript/TypeScript that powers custom views, modules, and embedded experiences, the `fctl` command-line tool for SSH / SCP / port-forwarding over Formant's peer-to-peer connection, and Formant Metaphysics — an AI-powered incident-management layer that automates alarm triage, predictive maintenance, and SOP-driven investigations across SCADA, Snowflake, Slack, and Teams. The API is organized around devices, fleets, streams, views, commands, events, annotations, intervention requests, files, key-value storage, roles, users, schedules, analytics, and presence/online monitoring. Formant's GitHub organization (FormantIO) publishes the ROS / ROS2 adapter, a Boston Dynamics Spot adapter, an ONVIF camera adapter, a P2P adapter, Cradlepoint adapter, the Toolkit meta-repo for building on Formant APIs, the 3D viewer module, custom module boilerplate, Data SDK examples for Node.js and React Native, a Homebrew tap for `fctl`, and a public JSON-schema repo for module configuration.
4 APIs
38 Features
Robotics Robot Fleet Management Teleoperation Observability Telemetry ROS ROS2 Edge Devices Physical Operations Incident Management Industrial AI SCADA Predictive Maintenance Remote Monitoring Embedded Devices
Formant's primary REST API, served from `https://api.formant.io/v1/admin`. Covers devices, fleets, streams, views, teleop views, commands and command templates, schedules, event...
Python client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 import Client`). Runs on-robot alongside the Formant agent and exposes ty...
Python client embedded in the `formant` PyPI package (`from formant.sdk.cloud.v1 import Client`). Wraps the Admin API for programmatic query and ingest of datapoints against you...
Browser- and Node-side JavaScript / TypeScript SDK for building custom modules, custom views, and embedded experiences against Formant's real-time and historical data planes. Po...
REST Admin API at `https://api.formant.io/v1/admin` covering devices, fleets, streams, views, commands, events, annotations, files, intervention requests, key-value storage, roles, users, schedules, analytics, presence/online monitoring, and usage metrics
Formant Agent — on-robot daemon with adapters for ROS, ROS 2, Boston Dynamics Spot, ONVIF cameras, Cradlepoint, ZeroMQ, JSON decomposition, and ROS Service
Python package (`pip install formant`) bundling both Cloud SDK and Agent SDK clients
Cloud SDK — programmatic ingest and query of Formant datapoints from Python (`formant.sdk.cloud.v1.Client`)
Agent SDK — on-robot Python client with typed ingestion (`post_numeric`, `post_image`, `post_geolocation`, `post_json`, …) and command-handler callbacks
Data SDK — JavaScript/TypeScript SDK for custom modules, custom views, embedded views, real-time video, and intermodule communication
UI Toolkit and Web Toolkit for building custom views and dashboards
3D Scene module with custom-layer extensibility (open-source 3d-viewer-module)
Teleoperation — WebRTC-backed real-time control with command buttons, marker arrays, scene module, and multi-image streaming
Custom modules via `custom-module-boilerplate` and `build-a-module`
Embedded Views with auth-token generation (`generate-auth-token-for-embedded-view`)
Intervention Requests — human-in-the-loop intervention workflow with paired request / response resources
Annotations — templated, queryable annotations across telemetry streams with spreadsheet inspection
Task Summaries and Task Summary Formats for mission and task reporting
Insights — stored AI-driven insights and insight results
Suggestion API — AI-engine document store, nearest-document search, video frame extraction
Custom Events and batch event ingestion
Event histograms, severity / device / type aggregations, and event export to Google Sheets
File API with begin/complete multipart upload, signed S3 URLs, query and tag updates
Key-Value Storage for per-organization persistent state
Roles and Service Accounts with administrator, operator, viewer, and device authorization levels
SSO via Google and generic OIDC; user invitation, refresh, and external-token login flows
Schedules — cron-style scheduling of command templates against fleets
Sharing tokens — paginated query of external share links
Analytics — aggregate queries, table/column introspection, datapoint query, task reports, and custom SQL
Usage Metrics — programmatic consumption reporting
Online-device / presence monitoring with `lastSeen` and stream counts (v1 + v2)
Tag Templates and bulk tag application across devices and fleets
Document Sets — grouped organizational documents for AI / SOP retrieval
Sigma analytics embed-URL generation
PagerDuty, Slack, Google Sheets, SMS, and arbitrary webhook integrations
White-labeled robotics interface and custom-theme support
fctl CLI for SSH, SCP, port-forwarding, and remote shell over Formant's peer-to-peer connection
Bulk and automated device provisioning with re-provisioning support
Configuration templates applied across device groups
Audit logs for organizational changes
Formant Metaphysics — AI incident-management platform with autonomous alarm triage, predictive maintenance, and SOP-driven investigations across SCADA, Snowflake, Slack, and Teams
llms.txt index for AI-agent consumption of all docs and OpenAPI endpoints
ROS 1
ROS 2
Boston Dynamics Spot
ONVIF cameras
Cradlepoint cellular routers
Jetson / JetBot
Universal Robots
Foxglove Studio (forked viewer)
Webviz (forked viewer)
ZeroMQ
JSON / file-tail / directory-watch ingestion
PagerDuty
Slack
Microsoft Teams
Google Workspace (Sheets, SSO)
Generic OIDC SSO
AWS S3 export
Google Cloud Platform export
Snowflake
SCADA systems
Sigma Computing (embed URL)
SMS / event-triggered SMS
Generic webhooks
8 classes · 25 properties
JSON-LD
5 rules ·
4 warnings
1 info
SPECTRAL
Sources
aid: formant
name: Formant
description: >-
Formant is a San Francisco–based robotics and physical-operations cloud
platform that lets companies operate fleets of robots and advanced
connected devices. The Formant software platform implements workflows for
remote monitoring, intervention requests, data management, teleoperation,
tech-support investigations, and business analysis, and exposes an
extensible cloud infrastructure that can be built upon to create custom
robot management experiences. The product surface spans an on-robot
Formant Agent (ingesting telemetry from ROS / ROS2 / non-ROS sources via
configurable adapters), a REST Admin API at `api.formant.io/v1/admin`, a
Python package (`pip install formant`) that bundles both a Cloud SDK
(query and ingest data programmatically) and an Agent SDK (post telemetry,
handle commands, drive teleoperation from robot-side Python), a Data SDK
for JavaScript/TypeScript that powers custom views, modules, and embedded
experiences, the `fctl` command-line tool for SSH / SCP / port-forwarding
over Formant's peer-to-peer connection, and Formant Metaphysics — an
AI-powered incident-management layer that automates alarm triage,
predictive maintenance, and SOP-driven investigations across SCADA,
Snowflake, Slack, and Teams. The API is organized around devices, fleets,
streams, views, commands, events, annotations, intervention requests,
files, key-value storage, roles, users, schedules, analytics, and
presence/online monitoring. Formant's GitHub organization (FormantIO)
publishes the ROS / ROS2 adapter, a Boston Dynamics Spot adapter, an
ONVIF camera adapter, a P2P adapter, Cradlepoint adapter, the Toolkit
meta-repo for building on Formant APIs, the 3D viewer module, custom
module boilerplate, Data SDK examples for Node.js and React Native, a
Homebrew tap for `fctl`, and a public JSON-schema repo for module
configuration.
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
url: https://raw.githubusercontent.com/api-evangelist/formant/refs/heads/main/apis.yml
created: '2026-05-25'
modified: '2026-05-25'
specificationVersion: '0.20'
tags:
- Robotics
- Robot Fleet Management
- Teleoperation
- Observability
- Telemetry
- ROS
- ROS2
- Edge Devices
- Physical Operations
- Incident Management
- Industrial AI
- SCADA
- Predictive Maintenance
- Remote Monitoring
- Embedded Devices
kind: contract
position: Consuming
access: 3rd-Party
apis:
- aid: formant:formant-admin-api
name: Formant Admin API
description: >-
Formant's primary REST API, served from `https://api.formant.io/v1/admin`.
Covers devices, fleets, streams, views, teleop views, commands and command
templates, schedules, events and custom events, annotations and annotation
templates, files (multipart begin/complete upload), key-value storage,
intervention requests and responses, document sets, insights, roles,
users, service accounts, tag templates, task summaries and task-summary
formats, sharing tokens, analytics (aggregates, datapoints, table/columns,
task reports), presence and online-device monitoring, usage metrics, and
stream current-value queries. Endpoints follow a `<resource>controller`
naming convention (e.g. `devicecontrollerquery`, `eventcontrollerhistogram`,
`fleetcontrollergetdevices`). The reference is rendered as ReadMe-hosted
OpenAPI pages but Formant does not publish a single downloadable
OpenAPI spec file.
humanURL: https://docs.formant.io/reference
baseURL: https://api.formant.io/v1/admin
tags:
- Admin
- Devices
- Fleets
- Streams
- Events
- Commands
- Teleoperation
properties:
- type: Documentation
url: https://docs.formant.io/reference
- type: Documentation
url: https://docs.formant.io/reference/devicecontrollerpost
- type: Documentation
url: https://docs.formant.io/reference/fleetcontrollerlist
- type: Documentation
url: https://docs.formant.io/reference/eventcontrollerquery
- type: Documentation
url: https://docs.formant.io/reference/commandcontrollerpost
- type: Documentation
url: https://docs.formant.io/reference/viewcontrollerpost
- type: Documentation
url: https://docs.formant.io/reference/interventionrequestcontrollerpost
- type: Documentation
url: https://docs.formant.io/reference/filecontrollerbeginupload
- type: Documentation
url: https://docs.formant.io/reference/analyticscontrollerlistaggregates
- type: Documentation
url: https://docs.formant.io/reference/authcontrollerlogin
- type: Authentication
url: https://docs.formant.io/reference/authcontrollerlogin
- type: ServiceAccount
url: https://docs.formant.io/docs/getting-started-create-a-service-account
- aid: formant:formant-agent-sdk
name: Formant Agent SDK
description: >-
Python client embedded in the `formant` PyPI package (`pip install formant`,
`from formant.sdk.agent.v1 import Client`). Runs on-robot alongside the
Formant agent and exposes typed ingestion methods — `post_image`,
`post_numeric`, `post_numericset`, `post_bitset`, `post_text`,
`post_geolocation`, `post_battery`, `post_json` — plus
`register_command_request_callback` / `send_command_response` for
bidirectional command handling and teleoperation hooks. Stream creation is
implicit on first ingest. Use it when you are not on ROS and want to drive
Formant from robot-side Python, or when you want finer-grained control than
the ROS adapter provides.
humanURL: https://docs.formant.io/reference/agent-sdk-installation-and-overview
tags:
- SDK
- Agent
- Python
- Telemetry
properties:
- type: Documentation
url: https://docs.formant.io/reference/agent-sdk-installation-and-overview
- type: Documentation
url: https://docs.formant.io/reference/agent-sdk-reference
- type: Documentation
url: https://docs.formant.io/reference/agent-sdk-protos
- type: SDK
url: https://pypi.org/project/formant/
- aid: formant:formant-cloud-sdk
name: Formant Cloud SDK
description: >-
Python client embedded in the `formant` PyPI package
(`from formant.sdk.cloud.v1 import Client`). Wraps the Admin API for
programmatic query and ingest of datapoints against your Formant
organization without going through the agent. Authentication uses
`FORMANT_EMAIL` / `FORMANT_PASSWORD` environment variables, or service
account credentials generated via the web app or `fctl`.
humanURL: https://docs.formant.io/reference/cloud-sdk-installation-and-overview
tags:
- SDK
- Cloud
- Python
- Data Ingestion
- Data Query
properties:
- type: Documentation
url: https://docs.formant.io/reference/cloud-sdk-installation-and-overview
- type: Documentation
url: https://docs.formant.io/reference/cloud-sdk-reference
- type: SDK
url: https://pypi.org/project/formant/
- aid: formant:formant-data-sdk
name: Formant Data SDK (JavaScript / TypeScript)
description: >-
Browser- and Node-side JavaScript / TypeScript SDK for building custom
modules, custom views, and embedded experiences against Formant's
real-time and historical data planes. Powers the UI Toolkit, custom 3D
viewer layers, real-time video modules, and intermodule communication.
Reference implementations include FormantMobile (React Native),
node-data-sdk (Node.js), realtime-sdk-template / -guide / -video-demo,
view-embed-react-wrapper, and the broader FormantIO/toolkit meta-repo.
humanURL: https://docs.formant.io/reference/data-sdk-1
tags:
- SDK
- JavaScript
- TypeScript
- Realtime
- Custom Modules
properties:
- type: Documentation
url: https://docs.formant.io/reference/data-sdk-1
- type: Documentation
url: https://docs.formant.io/reference/data-sdk-tour
- type: Documentation
url: https://docs.formant.io/reference/ui-toolkit
- type: Documentation
url: https://docs.formant.io/reference/web-toolkit-overview
- type: SourceCode
url: https://github.com/FormantIO/toolkit
- type: SourceCode
url: https://github.com/FormantIO/node-data-sdk
- type: SourceCode
url: https://github.com/FormantIO/FormantMobile
common:
- type: Portal
url: https://formant.io
- type: Documentation
url: https://docs.formant.io
- type: Documentation
name: API & SDK Reference
url: https://docs.formant.io/reference
- type: GettingStarted
url: https://docs.formant.io/docs/getting-started-overview
- type: Documentation
name: System Requirements
url: https://docs.formant.io/docs/system-requirements
- type: Documentation
name: Formant Agent
url: https://docs.formant.io/docs/the-formant-agent
- type: Documentation
name: Adapters Overview
url: https://docs.formant.io/docs/adapters
- type: Documentation
name: ROS 2 Adapter
url: https://docs.formant.io/docs/ros-2-adapter
- type: Documentation
name: Cloud SDK
url: https://docs.formant.io/reference/cloud-sdk-installation-and-overview
- type: Documentation
name: Agent SDK
url: https://docs.formant.io/reference/agent-sdk-installation-and-overview
- type: Documentation
name: Data SDK
url: https://docs.formant.io/reference/data-sdk-1
- type: Documentation
name: fctl CLI Overview
url: https://docs.formant.io/reference/fctl-overview-and-installation
- type: Documentation
name: Teleoperation Getting Started
url: https://docs.formant.io/docs/getting-started-teleoperation
- type: Documentation
name: Advanced Teleoperation
url: https://docs.formant.io/docs/advanced-teleoperation-introduction
- type: Documentation
name: Fleet Observability
url: https://docs.formant.io/docs/fleet-observability
- type: Documentation
name: Incident Management
url: https://docs.formant.io/docs/incident-management
- type: Documentation
name: Analytics
url: https://docs.formant.io/docs/analytics
- type: Documentation
name: Annotations
url: https://docs.formant.io/docs/annotations
- type: Documentation
name: Embedded Views
url: https://docs.formant.io/docs/embedded-views
- type: Documentation
name: Integrations Overview
url: https://docs.formant.io/docs/integrations-overview
- type: Documentation
name: Configure Google SSO
url: https://docs.formant.io/docs/configure-google-sso
- type: Documentation
name: Configure OIDC SSO
url: https://docs.formant.io/docs/configure-openid-connect-oidc-sso
- type: Documentation
name: Send Events to PagerDuty
url: https://docs.formant.io/docs/send-events-to-pagerduty
- type: Documentation
name: Send Events to Slack
url: https://docs.formant.io/docs/send-events-to-slack
- type: Documentation
name: Trigger Webhooks from Events
url: https://docs.formant.io/docs/trigger-webhooks-from-events
- type: Documentation
name: SDK Versions, Distributions, Changelogs and Licensing
url: https://docs.formant.io/docs/sdk-versions-distributions-changelogs-and-licensing
- type: Recipes
url: https://docs.formant.io/recipes
- type: ChangeLog
url: https://docs.formant.io/changelog
- type: Roadmap
url: https://feedback.formant.io/feedback
- type: AIIndex
name: llms.txt
url: https://docs.formant.io/llms.txt
- type: SignUp
url: https://app.formant.io/signup
- type: SignIn
url: https://app.formant.io
- type: GitHubOrganization
url: https://github.com/FormantIO
- type: SourceCode
name: Software releases & development resources
url: https://github.com/FormantIO/formant
- type: SourceCode
name: FormantIO/toolkit — open libraries and docs for building on Formant APIs
url: https://github.com/FormantIO/toolkit
- type: SourceCode
name: FormantIO/ros2-adapter
url: https://github.com/FormantIO/ros2-adapter
- type: SourceCode
name: FormantIO/formant-ros — ROS 1 adapter
url: https://github.com/FormantIO/formant-ros
- type: SourceCode
name: FormantIO/adapters — all Formant agent adapters
url: https://github.com/FormantIO/adapters
- type: SourceCode
name: FormantIO/formant-spot-adapter — Boston Dynamics Spot adapter
url: https://github.com/FormantIO/formant-spot-adapter
- type: SourceCode
name: FormantIO/formant-onvif-adapter — ONVIF camera adapter
url: https://github.com/FormantIO/formant-onvif-adapter
- type: SourceCode
name: FormantIO/formant-p2p-adapter
url: https://github.com/FormantIO/formant-p2p-adapter
- type: SourceCode
name: FormantIO/Cradlepoint_adapter
url: https://github.com/FormantIO/Cradlepoint_adapter
- type: SourceCode
name: FormantIO/ping-adapter
url: https://github.com/FormantIO/ping-adapter
- type: SourceCode
name: FormantIO/formant-proxy-adapter
url: https://github.com/FormantIO/formant-proxy-adapter
- type: SourceCode
name: FormantIO/formant-speak-robot-adapter
url: https://github.com/FormantIO/formant-speak-robot-adapter
- type: SourceCode
name: FormantIO/formant-agent-plugins
url: https://github.com/FormantIO/formant-agent-plugins
- type: SourceCode
name: FormantIO/3d-viewer-module
url: https://github.com/FormantIO/3d-viewer-module
- type: SourceCode
name: FormantIO/custom-module-boilerplate
url: https://github.com/FormantIO/custom-module-boilerplate
- type: SourceCode
name: FormantIO/build-a-module — module-building example
url: https://github.com/FormantIO/build-a-module
- type: SourceCode
name: FormantIO/node-data-sdk — Data SDK usage in Node.js
url: https://github.com/FormantIO/node-data-sdk
- type: SourceCode
name: FormantIO/FormantMobile — React Native example
url: https://github.com/FormantIO/FormantMobile
- type: SourceCode
name: FormantIO/realtime-sdk-template
url: https://github.com/FormantIO/realtime-sdk-template
- type: SourceCode
name: FormantIO/realtime-sdk-guide
url: https://github.com/FormantIO/realtime-sdk-guide
- type: SourceCode
name: FormantIO/realtime-video-demo
url: https://github.com/FormantIO/realtime-video-demo
- type: SourceCode
name: FormantIO/view-embed-react-wrapper
url: https://github.com/FormantIO/view-embed-react-wrapper
- type: SourceCode
name: FormantIO/universe-localization-example
url: https://github.com/FormantIO/universe-localization-example
- type: SourceCode
name: FormantIO/schemas — JSON schemas used by Formant modules
url: https://github.com/FormantIO/schemas
- type: SourceCode
name: FormantIO/homebrew-formant — Homebrew tap for fctl
url: https://github.com/FormantIO/homebrew-formant
- type: SourceCode
name: FormantIO/OfflineCommands
url: https://github.com/FormantIO/OfflineCommands
- type: SourceCode
name: FormantIO/dataviz-chatgpt — ChatGPT prompts for Formant dataviz
url: https://github.com/FormantIO/dataviz-chatgpt
- type: SourceCode
name: FormantIO/formant-institutional-skills — Formant skills for Claude Code
url: https://github.com/FormantIO/formant-institutional-skills
- type: SourceCode
name: FormantIO/formant-style-guide — Formant Brand Style Guide 2026
url: https://github.com/FormantIO/formant-style-guide
- type: SDK
name: Python (PyPI)
url: https://pypi.org/project/formant/
- type: Tool
name: fctl CLI
url: https://docs.formant.io/reference/fctl-overview-and-installation
- type: SignUp
url: https://app.formant.io/signup
- type: Pricing
url: https://formant.io/pricing
- type: Blog
name: Notes
url: https://formant.io/notes
- type: Podcast
url: https://www.youtube.com/@formantinc/podcasts
- type: LinkedIn
url: https://www.linkedin.com/company/formant
- type: Twitter
url: https://twitter.com/formantio
- type: YouTube
url: https://www.youtube.com/@formantinc
- type: Features
data:
- REST Admin API at `https://api.formant.io/v1/admin` covering devices, fleets, streams, views, commands, events, annotations, files, intervention requests, key-value storage, roles, users, schedules, analytics, presence/online monitoring, and usage metrics
- Formant Agent — on-robot daemon with adapters for ROS, ROS 2, Boston Dynamics Spot, ONVIF cameras, Cradlepoint, ZeroMQ, JSON decomposition, and ROS Service
- Python package (`pip install formant`) bundling both Cloud SDK and Agent SDK clients
- Cloud SDK — programmatic ingest and query of Formant datapoints from Python (`formant.sdk.cloud.v1.Client`)
- Agent SDK — on-robot Python client with typed ingestion (`post_numeric`, `post_image`, `post_geolocation`, `post_json`, …) and command-handler callbacks
- Data SDK — JavaScript/TypeScript SDK for custom modules, custom views, embedded views, real-time video, and intermodule communication
- UI Toolkit and Web Toolkit for building custom views and dashboards
- 3D Scene module with custom-layer extensibility (open-source 3d-viewer-module)
- Teleoperation — WebRTC-backed real-time control with command buttons, marker arrays, scene module, and multi-image streaming
- Custom modules via `custom-module-boilerplate` and `build-a-module`
- Embedded Views with auth-token generation (`generate-auth-token-for-embedded-view`)
- Intervention Requests — human-in-the-loop intervention workflow with paired request / response resources
- Annotations — templated, queryable annotations across telemetry streams with spreadsheet inspection
- Task Summaries and Task Summary Formats for mission and task reporting
- Insights — stored AI-driven insights and insight results
- Suggestion API — AI-engine document store, nearest-document search, video frame extraction
- Custom Events and batch event ingestion
- Event histograms, severity / device / type aggregations, and event export to Google Sheets
- File API with begin/complete multipart upload, signed S3 URLs, query and tag updates
- Key-Value Storage for per-organization persistent state
- Roles and Service Accounts with administrator, operator, viewer, and device authorization levels
- SSO via Google and generic OIDC; user invitation, refresh, and external-token login flows
- Schedules — cron-style scheduling of command templates against fleets
- Sharing tokens — paginated query of external share links
- Analytics — aggregate queries, table/column introspection, datapoint query, task reports, and custom SQL
- Usage Metrics — programmatic consumption reporting
- Online-device / presence monitoring with `lastSeen` and stream counts (v1 + v2)
- Tag Templates and bulk tag application across devices and fleets
- Document Sets — grouped organizational documents for AI / SOP retrieval
- Sigma analytics embed-URL generation
- PagerDuty, Slack, Google Sheets, SMS, and arbitrary webhook integrations
- White-labeled robotics interface and custom-theme support
- fctl CLI for SSH, SCP, port-forwarding, and remote shell over Formant's peer-to-peer connection
- Bulk and automated device provisioning with re-provisioning support
- Configuration templates applied across device groups
- Audit logs for organizational changes
- Formant Metaphysics — AI incident-management platform with autonomous alarm triage, predictive maintenance, and SOP-driven investigations across SCADA, Snowflake, Slack, and Teams
- llms.txt index for AI-agent consumption of all docs and OpenAPI endpoints
sources:
- https://docs.formant.io/reference
- https://docs.formant.io/llms.txt
- https://docs.formant.io
- https://github.com/FormantIO
- https://formant.io
updated: '2026-05-25'
- type: Integrations
data:
- ROS 1
- ROS 2
- Boston Dynamics Spot
- ONVIF cameras
- Cradlepoint cellular routers
- Jetson / JetBot
- Universal Robots
- Foxglove Studio (forked viewer)
- Webviz (forked viewer)
- ZeroMQ
- JSON / file-tail / directory-watch ingestion
- PagerDuty
- Slack
- Microsoft Teams
- Google Workspace (Sheets, SSO)
- Generic OIDC SSO
- AWS S3 export
- Google Cloud Platform export
- Snowflake
- SCADA systems
- Sigma Computing (embed URL)
- SMS / event-triggered SMS
- Generic webhooks
sources:
- https://docs.formant.io
- https://github.com/FormantIO
updated: '2026-05-25'
- type: Solutions
data:
- Fleet observability for service, delivery, and industrial robotics
- Robot teleoperation and remote intervention
- Multi-device data ingestion, storage, and replay (ROS bag–style)
- White-labeled robot management portals for OEMs
- Incident management and AI alarm triage for physical operations
- Predictive maintenance and equipment-lifecycle extension
- Mission planning and task-summary reporting
- Compliance audit trails for fleet operations
- Embedded operator views inside third-party applications
- Field-service investigation workflows with AI-suggested documents
sources:
- https://formant.io
- https://docs.formant.io
updated: '2026-05-25'
- type: Customers
data:
- Tier 1 semiconductor OEMs (aggregated)
- Hardware OEMs (aggregated)
- Service robotics fleet operators
- Industrial automation and manufacturing operators
sources:
- https://formant.io
updated: '2026-05-25'
maintainers:
- FN: Kin Lane
email: info@apievangelist.com
X: apievangelist
url: https://apievangelist.com