RK

Demand Intelligence

Signals derived from your live conversation corpus — see demand form before your competitors do.

PREVIEW — launching 2027, built from your live conversation corpus.
Demand Intelligence — deep dive

Use cases in production for Kaveri Seeds

Turning the live conversation corpus into forward-looking signals for R&D, marketing and pricing.

Demand-forming, not demand-following
Marketing + R&D
Strategy
By the time syndicated data reports demand, the season is over.
How Polar handles it
  1. 1Rolling weekly demand signals derived from live corpus
  2. 2Cross-cut by hybrid × district × sowing week
  3. 3Feeds season planner directly
Lead time advantage
5.2 wk
Kaveri sees demand 4-6 weeks ahead of syndicated panels.
Competitor mention tracker
Product marketing
Competitive
Rasi / Nuziveedu / Ajeet / Bayer moves were tribal knowledge.
How Polar handles it
  1. 1Named-entity extraction on every conversation
  2. 2Auto-cluster into 'push', 'defensive', 'complaint' patterns
  3. 3War-room brief when a competitor gains > 5pp SoV in a district
War-rooms opened / quarter
7
Territory-level counter-plays inside a week.
Emerging pest-pressure heatmap
R&D + advisory
R&D signal
New pest outbreaks reached HQ late, via FO tickets.
How Polar handles it
  1. 1Pest keywords + symptom phrases extracted from voice + WA
  2. 2Heatmap by district, refreshed daily
  3. 3Auto-trigger of advisory drip in affected zones
First-signal → advisory
36h
Pink Bollworm advisory pushed 11 days before syndicated report.
Price-sensitivity radar
Commercial
Pricing
Pricing decisions were annual, not seasonal.
How Polar handles it
  1. 1AI clusters conversations mentioning price, comparison, discount
  2. 2Estimates elasticity by segment × hybrid
  3. 3Feeds trade-scheme calibration
Discount leakage
-12%
Discount leakage down 12%.
Voice-of-farmer for breeder briefs
Breeding station leads
R&D
Breeders wrote briefs from FO anecdotes.
How Polar handles it
  1. 1Post-harvest pulses at scale feed structured yield / stress / preference data
  2. 2Weekly breeder brief per crop with quotes + statistics
  3. 3Field trials prioritised by farmer-stated needs
Farmer voice responses
38,400
3 pipeline hybrids re-prioritised in 2 quarters.