Striveworks website screenshot

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 publishes 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine-Learning, MLOps, and AIOps.

Striveworks’ developer surface includes documentation, API reference, getting-started guide, engineering blog, changelog, authentication, CLI, and 12 more developer resources.

🌐 Visit website 📡 Source on GitHub
27.0/100 thin ▬ flat Agent 3/100 human only library Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
AccessSelf serve
1 APIs
CompanyArtificial IntelligenceMachine-LearningMLOpsAIOpsModel DeploymentModel MonitoringInferenceData AnnotationComputer-VisionAgentic WorkflowsDefenseGovTechEdge Computing

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0
Composite quality — 27.0/100 · thin
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 6.5 / 9
Regulatory Posture 4.7 / 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
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/.
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 github.com/api-evangelist/striveworks: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

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
GitHubOrganization
 CLI
CLI
 Packages
Packages
 SDKs
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 3

The organization behind the API

Website
Website
 Blog
Blog
 Careers
Careers

Other 1

Properties that don't map to a standard resource type

SecondaryMarket
SecondaryMarket

Source (apis.yml)

apis.yml Raw ↑ 
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: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-09-02'
  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: '2026-08-05'
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
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
  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:
- 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

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