Seeq

Seeq is an industrial analytics, machine learning and AI software company (Seattle, WA; backed by Insight Partners) serving process manufacturing industries such as oil & gas, chemicals, pharmaceuticals & life sciences, mining & metals, power & utilities, food & beverage and semiconductors. The Seeq AI Platform combines operational time-series data with employee expertise and historical context to speed investigation, monitoring and decision-making. Programmatic access is through the Seeq Server REST API (served per instance at /api with an interactive Swagger surface) and the official Python modules `seeq` and `seeq-spy` (SPy), which offer Pandas/NumPy/Jupyter-optimized functions for searching, pulling, pushing and calculating on signals, conditions and asset models via Seeq Data Lab.

Seeq is profiled on the APIs.io network. Tagged areas include Company, Manufacturing, Industrial Analytics, Time Series, and Machine Learning.

Seeq’s developer surface includes documentation, support, engineering blog, authentication, changelog, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.1/100 emerging ▬ flat Agent 3/100 human only Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs

Company ManufacturingIndustrial AnalyticsTime Series Machine Learning Artificial Intelligence Process Manufacturing Data Analytics Industrial

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 26.1/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 6.1 / 17

Access Clarity 6.3 / 17

Operational Transparency 1.7 / 11

Contract Governance 1.9 / 10

Discoverability 4.7 / 9

Regulatory Posture 4.1 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/seeq/"><img src="https://apis.io/badge/seeq/card.svg" alt="Seeq on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

12 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 35.7 — up to +12.9 composite points
Access Clarity scores 36.8 — up to +12.6 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/seeq/apis.yml: open an issue on github.com/api-evangelist/seeq to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Zoom App Marketplace and Partner Ecosystem (builders and partners on Zoom)	builds-on	40.2	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Seeq Authentication

apiKey/http/oauth2 · 3 schemes

SECURITY

Seeq Domain Security

TLSv1.3 · DMARC

SECURITY

Seeq Trust Center

SOC 2, ISO 27001, CSA STAR

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Lifecycle

Lifecycle

Build 2

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

Access & Security 4

Authentication, authorization, and security posture

Compliance

TrustCenter

DomainSecurity

Authentication

Operate 2

Status, limits, changes, and where to get help

Support

Support

ChangeLog

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: seeq
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/seeq.png
name: Seeq
description: Seeq is an industrial analytics, machine learning and AI software company (Seattle, WA; backed by Insight Partners)
  serving process manufacturing industries such as oil & gas, chemicals, pharmaceuticals & life sciences, mining & metals,
  power & utilities, food & beverage and semiconductors. The Seeq AI Platform combines operational time-series data with employee
  expertise and historical context to speed investigation, monitoring and decision-making. Programmatic access is through
  the Seeq Server REST API (served per instance at /api with an interactive Swagger surface) and the official Python modules
  `seeq` and `seeq-spy` (SPy), which offer Pandas/NumPy/Jupyter-optimized functions for searching, pulling, pushing and calculating
  on signals, conditions and asset models via Seeq Data Lab.
url: https://raw.githubusercontent.com/api-evangelist/seeq/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- insight-partners
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
x-docs-platform: sphinx
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-04
x-docs-hosting: github-pages
tags:
- Company
- Manufacturing
- Industrial Analytics
- Time Series
- Machine Learning
- Artificial Intelligence
- Process Manufacturing
- Data Analytics
- Industrial
tags_raw:
- Company
- Manufacturing
- Industrial Analytics
- Time Series
- Machine Learning
- Artificial Intelligence
- Process Manufacturing
- Data Analytics
- Machine-Learning
- Industrial
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.seeq.com/
- type: Documentation
  url: https://python-docs.seeq.com/
- type: Support
  url: https://support.seeq.com/
- type: Blog
  url: https://www.seeq.com/resources/blog/
- type: TermsOfService
  url: https://www.seeq.com/terms-of-use/
- type: PrivacyPolicy
  url: https://www.seeq.com/privacy-policy/
- type: Compliance
  url: https://trust.seeq.com/
- type: TrustCenter
  url: security/seeq-trust-center.yml
- type: DomainSecurity
  url: security/seeq-domain-security.yml
- type: Packages
  url: packages/seeq-packages.yml
- type: SDKs
  url: packages/seeq-packages.yml
- type: Authentication
  url: authentication/seeq-authentication.yml
- type: Conformance
  url: conformance/seeq-conformance.yml
- type: ChangeLog
  url: changelog/seeq-changelog.yml
- type: Lifecycle
  url: lifecycle/seeq-lifecycle.yml
- type: LLMsTxt
  url: llms/seeq-llms.txt
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 9
  pass: local-v1

Seeq API — frequently asked questions

How do I authenticate with the Seeq API?

Seeq uses bearer-token authentication (apiKey/http/oauth2 · 3 schemes). The details are profiled on APIs.io as Seeq Authentication.

Is the Seeq API ready for AI agents?

Seeq has a Kin Score of 26.1 out of 100 (emerging) and an Agent Readiness score of 2.5 (human-only), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/seeq"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/seeq/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/seeq/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.