Mu Sigma

Mu Sigma is a decision sciences and AI services company founded in 2004, headquartered in Northbrook, Illinois with its principal delivery centre in Bangalore, India, working with 140+ Fortune 500 clients across retail, pharma, financial services, manufacturing, energy, technology and logistics. Its work is delivered as engagements and platforms rather than as a public developer product: the Art of Problem Solving System (muAoPS), the Akashic Architecture enterprise intelligence foundation, the muTalos agentic-AI ecosystem, Enablers of Confidence, and a Continuous Service-as-a-Software operating model. Mu Sigma publishes no developer portal, no API reference and no machine-readable API contract; its only public machine-readable engineering output is a set of open-source R packages for decision science (HVT, muHVT, analysisPipelines, RImpala, Rdrools) released to CRAN from the github.com/Mu-Sigma organization.

Mu Sigma is profiled on the APIs.io network. Tagged areas include Company, Analytics, Data Science, Decision Sciences, and Artificial Intelligence.

Mu Sigma’s developer surface includes engineering blog, support, and 9 more developer resources.

6.1/100 minimal ▬ flat Agent 3/100 human only saas Full breakdown ↓
scored 2026-09-01 · rubric v0.17.2
0 APIs
CompanyAnalyticsData ScienceDecision SciencesArtificial IntelligenceMachine-LearningConsultingBusiness IntelligenceData EngineeringProfessional Services

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-01 · rubric v0.17.2
Composite quality — 6.1/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Access Clarity 0.0 / 20
Operational Transparency 0.3 / 13
Contract Governance 0.0 / 12
Discoverability 5.7 / 10
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 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 4 / 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 Surface 0 / 5
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/mu-sigma: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Pricing Plans 1

Published pricing tiers and plan structures.

Security Posture 1

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

Mu Sigma Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 2

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 3

The organization behind the API

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: mu-sigma
name: Mu Sigma
description: 'Mu Sigma is a decision sciences and AI services company founded in 2004, headquartered in Northbrook, Illinois
  with its principal delivery centre in Bangalore, India, working with 140+ Fortune 500 clients across retail, pharma, financial
  services, manufacturing, energy, technology and logistics. Its work is delivered as engagements and platforms rather than
  as a public developer product: the Art of Problem Solving System (muAoPS), the Akashic Architecture enterprise intelligence
  foundation, the muTalos agentic-AI ecosystem, Enablers of Confidence, and a Continuous Service-as-a-Software operating model.
  Mu Sigma publishes no developer portal, no API reference and no machine-readable API contract; its only public machine-readable
  engineering output is a set of open-source R packages for decision science (HVT, muHVT, analysisPipelines, RImpala, Rdrools)
  released to CRAN from the github.com/Mu-Sigma organization.'
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
image: https://www.mu-sigma.com/wp-content/uploads/2025/10/mu-small-logo.png
url: https://raw.githubusercontent.com/api-evangelist/mu-sigma/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment-pass
specificationVersion: '0.20'
created: '2026-08-26'
modified: '2026-08-26'
tags:
- Company
- Analytics
- Data Science
- Decision Sciences
- Artificial Intelligence
- Machine-Learning
- Consulting
- Business Intelligence
- Data Engineering
- Professional Services
tags_raw:
- Company
- Analytics
- Data Science
- Decision Sciences
- Artificial Intelligence
- Machine Learning
- Consulting
- Business Intelligence
- Data Engineering
- Professional Services
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.mu-sigma.com/
- type: Blog
  url: https://www.mu-sigma.com/blogs/
- type: BlogRSS
  url: https://www.mu-sigma.com/blogs/feed/
- type: Support
  url: https://www.mu-sigma.com/client-queries/
- type: PrivacyPolicy
  url: https://www.mu-sigma.com/privacy-policy/
- type: GitHubOrganization
  url: https://github.com/Mu-Sigma
- type: Packages
  url: packages/mu-sigma-packages.yml
- type: LLMsTxt
  url: llms/mu-sigma-llms.txt
- type: DomainSecurity
  url: security/mu-sigma-domain-security.yml
- type: Plans
  url: plans/mu-sigma-plans-pricing.yml
- type: SecondaryMarketListing
  url: https://forgeglobal.com/mu-sigma_stock/
x-enrichment:
  date: '2026-08-26'
  status: minimal
  artifacts_added: 5
  pass: local-v1
x-coverage:
  state: none
  reason: no-developer-program
  detail: Mu Sigma sells decision-science engagements and delivered platforms (muAoPS, Akashic Architecture, muTalos) with
    no developer program behind them — its 41-page WordPress site has no developer, docs, API or pricing page at all, and
    every contract-discovery path probed on www.mu-sigma.com and labs.mu-sigma.com missed, leaving the github.com/Mu-Sigma
    R packages as the only machine-readable thing it publishes.
  evidence:
  - url: https://www.mu-sigma.com/openapi.json
    status: 200
  - url: https://www.mu-sigma.com/developers
    status: 200
  - url: https://labs.mu-sigma.com/openapi.json
    status: 404
  - url: https://www.mu-sigma.com/page-sitemap.xml
    status: 200
  - url: https://www.mu-sigma.com/llms.txt
    status: 200
  checked: '2026-08-26'

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/mu-sigma"
All providers
curl "https://apis.io/api/v1/providers?limit=25"
Every operation they expose
curl "https://apis.io/api/v1/providers/mu-sigma/operations?limit=25"
How their score was established
curl "https://apis.io/api/v1/providers/mu-sigma/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

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