# Sinkhole Labs

Sinkhole Labs helps businesses and engineering teams implement AI in grounded, human-in-the-loop ways.
The studio also provides contract mechanical design services and integrated engineering + AI delivery for real-world products.

AI is not presented as a panacea.
The emphasis is on clear use cases, measurable value, human review, and workflows that remain useful as the landscape changes.

## Canonical Pages
- Home: https://sinkholelabs.com/
- Contract Work: https://sinkholelabs.com/contract-work.html
- Previous Projects: https://sinkholelabs.com/previous-projects.html
- AI Projects: https://sinkholelabs.com/ai-projects.html
- About Us: https://sinkholelabs.com/about-us.html

## Best Page For Common Queries
- "grounded AI implementation" -> /ai-projects.html
- "where does AI actually help" -> /ai-projects.html
- "mechanical design contractor" -> /contract-work.html
- "project examples/case studies" -> /previous-projects.html
- "company background/contact" -> /about-us.html
- "start a project / intake" -> /#intake

## Contact
- Email: justin@sinkholelabs.com

## Workflow Jumpstart and Project Detail
- RFQ Workflow Jumpstart: https://sinkholelabs.com/workflow-jumpstart.html
- Engineering documentation copilot: https://sinkholelabs.com/engineering-copilot.html
- The Jumpstart is a scoped workflow assessment and written brief. Implementation and ongoing support are separate.
- The RFQ sample brief and sample engineering review note are illustrations, not client records or measured results.
- Scope, price, and schedule are agreed in writing before paid work. No public fixed price or guaranteed saving is stated.