Roadmap
Achiote’s roadmap stays centered on trustworthy reconstruction: richer reference data, better local-first inference, shareable evidence receipts, and launch-grade reliability.
Dense reference data
Broaden and deepen coverage across dishes, drinks, techniques, mechanisms, regions, ingredient families, and sourcing cues so the app relies less on emergency search.
Shareable Memory Receipts
Make family-safe receipt sharing possible without exposing private prompts to the server by using a possession-based receipt link.
Local speech and multilingual memory capture
Improve speech-to-text, accents, code-switching, and family-language capture for people who remember food orally first.
Research provenance and DOI validation
Strengthen source validation, citation hygiene, and external DOI validation for food-science claims and reference records.