Striveworks

Striveworks is an Austin, Texas enterprise AI operations (AIOps) company whose platform, Chariot, lets organizations build, deploy, monitor and continuously retrain machine-learning models — in hours rather than months — across cloud, on-premises, disconnected and edge environments. Chariot covers the full model lifecycle: dataset management and versioning, AI-assisted annotation, code-free and custom-code training, a model catalog with model cards and staging, evaluation and model comparison, inference servers and pluggable inference engines (vLLM, TorchServe, KServe v2, OpenAI-compatible and Hugging Face), an inference store for querying production predictions, drift detection and monitoring, and an alpha agentic-workflows framework that runs guard-railed AI agents wired to remote MCP servers. Programmatic access is through a per-tenant REST API secured with OAuth 2.0 client credentials, a first-party Python SDK (chariot-client) and the `chariot` CLI. Striveworks works heavily with US defense and federal customers, including US Army and US Navy AI programs.

Striveworks is listed with 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine Learning, MLOps, and AIOps.

Striveworks’ developer surface includes engineering blog, documentation, API reference, getting-started guide, changelog, authentication, CLI, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

25.6/100 emerging ▬ flat Agent 3/100 human only Front door AI 5/6 prominent Heartbeat 47/100 alive library Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API

Company Artificial Intelligence Machine Learning MLOps AIOps Model Deployment Model Monitoring Inference Data Annotation Computer Vision Agentic Workflows Defense GovTech Edge Computing

Kin Score

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

Composite quality — 25.6/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 11.3 / 17

Access Clarity 0.0 / 17

Operational Transparency 2.0 / 11

Contract Governance 1.9 / 10

Discoverability 6.2 / 9

Regulatory Posture 2.3 / 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 Government & Public Sector 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/.

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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
Access Clarity scores 0.0 — up to +20.0 composite points
Operational Transparency scores 18.4 — up to +10.6 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/striveworks/apis.yml: open an issue on github.com/api-evangelist/striveworks 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
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

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.

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

The OpenAI Interface

prose — states compatibility; nothing published to check it against

2 core of 338 operations graded · api-commons/models

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Chariot Platform API

Per-tenant REST API for the Chariot AI operations platform, organized as versioned microservice paths under /api/{service}/{version}/ — identity, training, evaluation, notificat...

Security Posture 2

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

Striveworks Authentication

oauth2/http/mutualTLS · 3 schemes

SECURITY

Striveworks Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Lifecycle

Lifecycle

Conformance

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

CLI

Packages

SDKs

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Company 5

The organization behind the API

Blog

BlogRSS

Website

Blog

Careers

Other 1

Properties that don't map to a standard resource type

SecondaryMarket

SecondaryMarket

Source (apis.yml)

aid: striveworks
name: Striveworks
description: 'Striveworks is an Austin, Texas enterprise AI operations (AIOps) company whose platform, Chariot, lets organizations
  build, deploy, monitor and continuously retrain machine-learning models — in hours rather than months — across cloud, on-premises,
  disconnected and edge environments. Chariot covers the full model lifecycle: dataset management and versioning, AI-assisted
  annotation, code-free and custom-code training, a model catalog with model cards and staging, evaluation and model comparison,
  inference servers and pluggable inference engines (vLLM, TorchServe, KServe v2, OpenAI-compatible and Hugging Face), an
  inference store for querying production predictions, drift detection and monitoring, and an alpha agentic-workflows framework
  that runs guard-railed AI agents wired to remote MCP servers. Programmatic access is through a per-tenant REST API secured
  with OAuth 2.0 client credentials, a first-party Python SDK (chariot-client) and the `chariot` CLI. Striveworks works heavily
  with US defense and federal customers, including US Army and US Navy AI programs.'
deliveryModel:
  model: library
  open_source: false
  commercial: false
  callable_host: false
  label: Library · distributed through package registries, no callable service
  confidence: low
  source:
  - none
  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://cdn.prod.website-files.com/687f6a68c97e16777c3d2778/689f6daf828285a886335b48_open%20graph.png
url: https://raw.githubusercontent.com/api-evangelist/striveworks/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.23'
created: '2026-08-05'
modified: '2026-10-06'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- MLOps
- AIOps
- Model Deployment
- Model Monitoring
- Inference
- Data Annotation
- Computer Vision
- Agentic Workflows
- Defense
- GovTech
- Edge Computing
tags_raw:
- Company
- artificial-intelligence
- machine-learning
- mlops
- aiops
- model-deployment
- model-monitoring
- inference
- data-annotation
- computer-vision
- agentic-workflows
- defense
- govtech
- edge-computing
- Machine-Learning
- Computer-Vision
apis:
- name: Chariot Platform API
  description: 'Per-tenant REST API for the Chariot AI operations platform, organized as versioned microservice paths under
    /api/{service}/{version}/ — identity, training, evaluation, notification, catalog, serve and mcp were confirmed on the
    Striveworks-operated instance. Authentication is OAuth 2.0 client credentials (POST /auth/client/v2/chariot/login) returning
    a bearer token, with optional PKI/mutual-TLS for environments that require it. Authorization is role-based over organizations
    and projects. Striveworks publishes no OpenAPI: every /api/ route answers 401 to anonymous requests, so the machine-readable
    contract is behind the tenant credential.'
  humanURL: https://production.chariot.striveworks.us/docs/
  baseURL: https://production.chariot.striveworks.us/api/
  tags:
  - MLOps
  - AIOps
  - Machine Learning
  - Model Deployment
  - Inference
  - Model Monitoring
  - Data Annotation
  tags_raw:
  - mlops
  - aiops
  - machine-learning
  - model-deployment
  - inference
  - model-monitoring
  - data-annotation
  - Machine-Learning
  properties:
  - type: Documentation
    url: https://production.chariot.striveworks.us/docs/
  - type: APIReference
    url: https://production.chariot.striveworks.us/docs/sdk_api_docs/index.html
  - type: GettingStarted
    url: https://production.chariot.striveworks.us/docs/sdk/sdk
  - type: Authentication
    url: authentication/striveworks-authentication.yml
  - type: Conventions
    url: conventions/striveworks-conventions.yml
  - type: ChangeLog
    url: changelog/striveworks-changelog.yml
  - type: Lifecycle
    url: lifecycle/striveworks-lifecycle.yml
  - type: Conformance
    url: conformance/striveworks-conformance.yml
  - type: CLI
    url: cli/striveworks-cli.yml
  - type: SDKs
    url: packages/striveworks-packages.yml
common:
- url: https://medium.com/@striveworks
  type: Blog
- url: https://medium.com/feed/@striveworks
  type: BlogRSS
- type: DomainSecurity
  url: security/striveworks-domain-security.yml
- type: Website
  url: https://www.striveworks.com/
- type: DeveloperPortal
  url: https://production.chariot.striveworks.us/docs/
- type: Documentation
  url: https://production.chariot.striveworks.us/docs/
- type: APIReference
  url: https://production.chariot.striveworks.us/docs/sdk_api_docs/index.html
- type: GettingStarted
  url: https://production.chariot.striveworks.us/docs/sdk/sdk
- type: Blog
  url: https://www.striveworks.com/blog
- type: GitHubOrganization
  url: https://github.com/Striveworks
- type: ChangeLog
  url: https://production.chariot.striveworks.us/docs/release_notes/notes
- type: Authentication
  url: authentication/striveworks-authentication.yml
- type: Conventions
  url: conventions/striveworks-conventions.yml
- type: Lifecycle
  url: lifecycle/striveworks-lifecycle.yml
- type: Conformance
  url: conformance/striveworks-conformance.yml
- type: CLI
  url: cli/striveworks-cli.yml
- type: Packages
  url: packages/striveworks-packages.yml
- type: SDKs
  url: packages/striveworks-packages.yml
- type: LLMsTxt
  url: llms/striveworks-llms.txt
- type: Careers
  url: https://job-boards.greenhouse.io/striveworks
- type: SecondaryMarket
  url: https://forgeglobal.com/striveworks_stock/
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-08-05'
  status: enriched
  artifacts_added: 10
  pass: local-v1

Striveworks API — frequently asked questions

Does Striveworks have an API?

Yes. APIs.io lists 1 API from Striveworks, including Chariot Platform API.

How do I authenticate with the Striveworks API?

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

Is the Striveworks API ready for AI agents?

Striveworks has a Kin Score of 25.6 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

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