Optional by design
TechStart can create Spotlight drafts deterministically from preset questions and original answers. Normal submissions, manual editing, previews, and publication continue when the local AI computer is offline.
What AI may help with
- Headline and subtitle suggestions
- Light grammar and structure suggestions
- Claims-to-verify and missing-information lists
- Metadata and social-copy drafts
What AI may not do
- Invent names, metrics, customers, funding, results, credentials, or quotations
- Overwrite immutable source answers
- Approve, schedule, or publish content
- Make payment, rights, safety, or removal decisions
Privacy and review
The MVP uses a local-only LM Studio endpoint when enabled. Submission text is treated as untrusted data, outputs are schema-validated, and a human editor decides what—if anything—to use.