Terms of Service & Operational License
COMMERCIAL LICENSEDabbaIQ Master Kitchen Desk • Hacktoberfest 2026 Open-Weight AI Architecture
By accessing, deploying, or operating the DabbaIQ Master Kitchen Desk, you agree to these operational terms. DabbaIQ is engineered for commercial cloud kitchens, caterers, and Indian tiffin distribution services to minimize food waste and streamline ingredient procurement.
1. Open-Weight Model & Ecosystem Subsystems
Operated under the official Gemma Terms of Use. Gemma executes on-premise for kitchen planning reasoning and menu copywriting without cloud data transmission.
Operated under the SerpAPI Terms of Service. Market price data queried via SerpAPI is for internal procurement benchmarking and cost optimization only.
TimescaleDB hypertable time-series snapshots utilized for append-only procurement price volatility analytics under the Timescale License.
Planning pipeline activities and deterministic retry execution governed by the Temporal Python SDK under the MIT License.
2. Culinary Authority & Non-Deterministic Forecasts
DabbaIQ employs statistical moving averages, linear regressions, and Gemma AI contextual interpretations to estimate preparation volumes. All recommendations are advisory. The head chef or commercial kitchen manager retains absolute and final authority on batch quantities, seasoning, and allergen segregation.
3. High-Velocity Offline Contingency
In the event of network connectivity interruptions to local MongoDB or cloud integrations during peak dispatch hours (11:30–14:30 IST), kitchens must maintain physical printed rail slips and fallback batch tallies. DabbaIQ accepts offline reconciliation uploads via CSV once connection is restored.
4. Food-Safety Compliance & Limitations of Liability
Critical Operational Boundary:
DabbaIQ does not warrant compliance with local municipal health inspection codes, FSSAI certifications, or microbial safety standards. The kitchen operator assumes sole responsibility for hygiene, storage temperature, expiry inspections, and customer dietary disclosures.
5. Modification & Maintenance
These terms may be updated alongside major software version releases. Continued use of the DabbaIQ Master Kitchen Desk signifies acceptance of modified operational terms.