Brainforge LMNT sync

Date: February 24, 2026 Source: Granola Meeting ID: 3e8050f3-32a1-4ac4-a1c0-9208c71501a1 URL: https://notes.granola.ai/t/3e8050f3-32a1-4ac4-a1c0-9208c71501a1

Participants:

  • Uttam Kumaran (Brainforge)
  • Shivani (drinklmnt.com)
  • Robert Tseng (Brainforge)

Summary

LMNT Business Context & Growth Plans

  • E-commerce currently flat, exploring revenue revival strategies
  • Hiring Director of Innovation to expand beyond drinks
    • Potential products: gummies, metabolic health solutions
    • Example concepts: dry bone broth packets, kids’ popsicles (no food dye/sugar)
    • LMNT started as venture studio, electrolytes became dominant focus
  • Distribution expansion needed
    • Current gaps: Wegmans, HEB, other major retailers
    • Walmart unlock would enable broader product rollout
  • Real estate expansion plans
    • Purchased building in Bozeman for HQ (not leasing)
    • Retail concepts in development (Austin music venue example)
    • CEO James plans 30-year tenure, no exit strategy
    • Share buybacks provide liquidity vs. PE/acquisition route

Current Data & Inventory Challenges

  • Holding excess inventory from retail transition
    • Minimum 8 weeks stock planned, some products at 55 weeks
    • Millions in potential losses from unsellable product
    • New to sparkling water, went overboard on certain SKUs
  • 2026 OKR planning issues
    • Revenue target 450→700M not pacing correctly
    • Plans felt top-down rather than data-driven
    • Team rewriting OKRs mid-year due to unrealistic projections
  • Supply chain visibility gaps
    • Dan has supply/demand model but data foundation lacking
    • Need better forecasting for 2027 planning

2027 Planning Requirements & Timeline Acceleration

  • Original plan: slow rollout through July, supply chain by September
  • New urgency: data foundation needed for October 2027 planning
    • Phil wants “sturdy” contribution margin data by product line
    • Goal: hand new VPs “keys to a clean car” with ready data
  • September target for data-enabled planning
    • Revenue stakeholders prioritized over CX data modeling
    • Supply chain data critical for business planning
  • Shivani concerned about maintaining quality while accelerating

Brainforge Staffing & Management Structure

  • Current team feels ad-hoc, need senior resources
  • VP layer being hired to reduce Shivani as bottleneck
    • VPs should communicate directly with Brainforge leadership
    • Need education on data tables and dashboard requirements
  • Andrew (potential hire) could start April
    • Would handle maintenance requests and VP relationships
    • Allow Brainforge to focus on high-leverage modeling work
  • Communication filtering needed
    • No direct VP-to-junior analyst communication
    • Uttam/Robert level for VP relationships, filtered junior work

Technical Scope & Prioritization

  • Core focus areas for September:
    1. Revenue generators (E-commerce, retail, wholesale)
    2. Supply chain data
    3. Executive/finance reporting (will emerge)
  • Out of scope: CX data, real estate data, HR platforms
  • Maintenance workload will increase with each new “customer”
    • Each business unit becomes ongoing client
    • Need internal ticketing system for transparency
  • E-commerce Looker replacement decision pending

Project Management & Communication Protocols

  • Weekly sprint structure with Monday planning, Thursday wrap-up
  • Shivani wants Linear access for early ticket review
  • 48-hour SLA for metric fixes (with realistic queue management)
  • Documentation standards need improvement
    • Churn definition example: cumulative vs. point-in-time clarity needed
    • Rest & assess weeks for documentation focus

Resource Requirements & Physics Constraints

  • Polyatomic connector limitations (4 simultaneous ingestions max)
  • Cannot build 10 connectors simultaneously
  • More senior Brainforge resources needed vs. junior staff additions
  • Platform maintenance separate from business unit modeling
  • BI user access management ongoing requirement

Next Steps

  • Shivani: Draft 2-page proposal for Phil by tomorrow morning
    • Goal: data-enabled 2027 planning by September
    • Include resource requirements and leadership engagement needs
  • Uttam/Robert: Revise timeline options extending to September
  • Tomorrow 10 AM: Review proposal draft and finalize approach
  • Brainforge to own Shivani’s four-box planning during India trip
  • Andrew hiring discussion with Phil (non-solicit considerations)