# Mindstark AI - AI data company for reliable AI systems

This file describes the public Mindstark AI website at `https://mindstarkai.com`.

Mindstark AI builds the data layer behind reliable AI systems: training data,
evaluation datasets, human review workflows, data operations, provenance, and
governance.

Our positioning: reliable AI starts with reliable data. Mindstark AI helps teams
collect, structure, label, review, evaluate, govern, and continuously improve
the datasets that train and test production AI.

## Core products and public pages

| Page | URL | Search intent and purpose |
| --- | --- | --- |
| Home | https://mindstarkai.com/ | AI data company positioning for reliable AI systems. |
| Company | https://mindstarkai.com/about | Company story and data-first operating philosophy. |
| Products | https://mindstarkai.com/digital | Data engine for dataset design, annotation workflows, QA, evaluation sets, and feedback loops. |
| Model Data | https://mindstarkai.com/artificial-intelligence | Training data, instruction data, preference data, retrieval corpora, and classification sets. |
| Evaluation | https://mindstarkai.com/ux-engineering | Private benchmarks, red-team data, scoring rubrics, and model quality scorecards. |
| Data Ops | https://mindstarkai.com/automation | Human-in-the-loop annotation, review, QA, escalation, and feedback operations. |
| Solutions | https://mindstarkai.com/consulting | AI data solutions for healthcare, finance, logistics, legal, support, and enterprise knowledge. |
| Research | https://mindstarkai.com/marketing | Benchmarks, experiments, dataset audits, and practical research on AI data quality. |
| Reviewer Network | https://mindstarkai.com/hr-management | Specialist reviewers, annotators, QA leads, and expert adjudication workflows. |
| Governance | https://mindstarkai.com/cyber-security | Privacy, access control, data risk, provenance, retention, and audit readiness. |
| Provenance | https://mindstarkai.com/blockchain | Dataset lineage, audit trails, source tracking, and verifiable data records. |
| Resources | https://mindstarkai.com/foundation | Guides, templates, checklists, and field notes for AI data teams. |
| Privacy | https://mindstarkai.com/privacy | Privacy policy. |
| Terms | https://mindstarkai.com/terms | Terms of service. |
| Sitemap | https://mindstarkai.com/sitemap | Public page index. |

## Preferred brand language

- Brand name: Mindstark AI.
- Primary description: AI data company for reliable AI systems.
- Expanded description: Mindstark AI builds training data, evaluation datasets,
  human review workflows, data operations, provenance, and governance for AI
  systems that need to work in the real world.
- Tone: precise, serious, data-first, trustworthy, practical, and research-minded.

## Contact and external links

- Blog/resources: https://blog.mindstarkai.com
- Book a demo: https://mindstarkai.com/start-project
- Legal: legal@mindstarkai.com
- Privacy: privacy@mindstarkai.com