Brainforge x Magic Spoon: Regroup!
Date: February 12, 2026
Source: Granola
Meeting ID: 57430bb5-d738-4e25-a9d0-aa16cfa9482c
URL: https://notes.granola.ai/t/57430bb5-d738-4e25-a9d0-aa16cfa9482c
Participants:
- Uttam Kumaran (Brainforge)
- Mary Burke (magicspoon.com)
- Demilade Agboola (Brainforge)
Summary
Current Progress & Transition Planning
- Core data models on track for completion this week
- Spin’s data backfill kicked off yesterday, progressing well
- TBB ACV calculations moving forward with internal escalation
- Magic Spoon’s current analytics vendor contract ending end of February
- Need smooth transition handoff with existing team
- Previous vendor has been documenting processes and nuances
- Team open to knowledge transfer sessions
Technical Infrastructure & Issues
- DBT failures detected February 3-5 (36+ hours of continuous failures)
- No alerts or monitoring in place
- Manual intervention required after Magic Spoon flagged issue
- Need immediate alerting system implementation
- Shopify integration challenges
- Complex bundling logic and revenue attribution to individual items
- Legacy tech infrastructure built around Shopify platform
- Brainforge has extensive Shopify experience (6-7 current clients)
- Microsoft Business Central ERP API issues
- Finicky connections with timeout problems
- Rare ERP requiring specialized handling
- Prefect orchestration tool limitations
- Difficult to develop on, lacks robust features
- Brainforge recommends migration to better orchestration tool
Expansion Opportunities & Roadmap
- Retail data consolidation priorities
- IRI subscription with advanced technical package (underperforming)
- Current workflow: scheduled reports → Parabola → Google Sheets (fragile process)
- Confido sales planning tool integration planned
- Alloy partner for consolidated retail consumption data
- Omni BI enhancements
- Limited AI feature adoption due to accuracy concerns
- Opportunity for semantic layer setup and “golden dataset” creation
- Focus on increasing tool adoption beyond technical team
- Additional pipeline development
- New data sources from planning tools
- Enhanced modeling requirements from JT and Michael
Next Steps
- Brainforge to compile technical questions for vendor handoff meeting Tuesday 1pm ET
- Contract renewal needed immediately (off-contract currently)
- Implement monitoring/alerting system for data pipeline failures
- Schedule dedicated weekly modeling sessions with technical team
- Transition timeline: 4+ weeks for handoff and DBT cleanup