Optimal Dynamics

Optimal Dynamics is the Decision Company for trucking. Its Transportation Decision System (TDS), CORE.ai, applies Artificial Decision Intelligence — born from 40 years of research at Princeton University — to automate and optimize strategic, tactical, and real-time planning for enterprise truckload carriers. The platform spans dispatch management, network management, bid analysis, and network simulation, using dynamic forecasting to simulate downstream impacts and drive highly automated operations that increase revenue per truck and reduce manual planning. Surfaced as a portfolio company of bessemer-venture-partners.

Optimal Dynamics is profiled on the APIs.io network. Tagged areas include Company, Vertical Software, Logistics, Trucking, and Transportation.

Optimal Dynamics’ developer surface includes getting-started guide, documentation, API reference, engineering blog, signup flow, support, and 12 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

20.4/100 emerging ▬ flat Agent 0/100 human only Front door AI 4/6 moderate saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs

Company Vertical Software Logistics Trucking Transportation Supply Chain Artificial Intelligence Decision Automation

Kin Score

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

Composite quality — 20.4/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 3.2 / 17

Access Clarity 6.7 / 17

Operational Transparency 2.9 / 11

Contract Governance 0.0 / 10

Discoverability 4.7 / 9

Regulatory Posture 2.0 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 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/.

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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
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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

13 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 19.0 — up to +16.2 composite points
Access Clarity scores 39.5 — up to +12.1 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/optimal-dynamics/apis.yml: open an issue on github.com/api-evangelist/optimal-dynamics 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 →

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Optimal Dynamics

SLA

Security Posture 2

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

Optimal Dynamics Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Optimal Dynamics Trust Center

SOC 2 Type 1, SOC 2 Type 2

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

Access & Security 4

Authentication, authorization, and security posture

Security

TrustCenter

Compliance

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

StatusPage

StatusPage

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Website

Website

About

About

Blog

Blog

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: optimal-dynamics
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
  probe_state: none
  source:
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/optimal-dynamics.png
name: Optimal Dynamics
description: Optimal Dynamics is the Decision Company for trucking. Its Transportation Decision System (TDS), CORE.ai, applies
  Artificial Decision Intelligence — born from 40 years of research at Princeton University — to automate and optimize strategic,
  tactical, and real-time planning for enterprise truckload carriers. The platform spans dispatch management, network management,
  bid analysis, and network simulation, using dynamic forecasting to simulate downstream impacts and drive highly automated
  operations that increase revenue per truck and reduce manual planning. Surfaced as a portfolio company of bessemer-venture-partners.
url: https://raw.githubusercontent.com/api-evangelist/optimal-dynamics/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- bessemer-venture-partners
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-20 (local-v5; was portfolio-lead)
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-20'
tags:
- Company
- Vertical Software
- Logistics
- Trucking
- Transportation
- Supply Chain
- Artificial Intelligence
- Decision Automation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgentCard
  url: a2a/optimal-dynamics-a2a.yml
- type: WellKnown
  url: well-known/optimal-dynamics-well-known.yml
- type: GettingStarted
  url: https://docs.incident.io/alerts/getting-started
- type: Documentation
  url: https://docs.incident.io/
- type: APIReference
  url: https://docs.incident.io/llms.txt
- type: Hosts
  url: hosts/optimal-dynamics-hosts.yml
- type: Vendors
  url: vendors/optimal-dynamics-vendors.yml
- type: Website
  url: https://www.optimaldynamics.com
- type: About
  url: https://www.optimaldynamics.com/about
- type: Blog
  url: https://www.optimaldynamics.com/resources/blog
- type: StatusPage
  url: https://statuspage.incident.io/optimaldynamics
- type: PrivacyPolicy
  url: https://www.optimaldynamics.com/privacy
- type: Security
  url: https://www.optimaldynamics.com/security
- type: TrustCenter
  url: security/optimal-dynamics-trust-center.yml
- type: Compliance
  url: security/optimal-dynamics-trust-center.yml
- type: DomainSecurity
  url: security/optimal-dynamics-domain-security.yml
- type: SignUp
  url: https://www.optimaldynamics.com/request-a-demo
- type: Support
  url: https://support.optimaldynamics.com/hc/en-us
apis: []
x-enrichment:
  date: '2026-10-20'
  status: minimal
  artifacts_added: 0
  pass: local-v5
x-coverage:
  state: none
  reason: no-developer-program
  detail: optimaldynamics.com sells the CORE.ai trucking decision platform by demo request only; /developers 404s, api.optimaldynamics.com
    does not resolve, and the only docs links found belong to its status-page vendor incident.io.
  evidence:
  - url: https://www.optimaldynamics.com/developers
    status: 404
  - url: https://www.optimaldynamics.com/request-a-demo
    status: 200
  checked: '2026-10-20'

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