Forecasting
Demand sensing benchmark
We assemble blinded cohorts from comparable categories, stress-test models, and publish a benchmark brief your data science team can defend internally.
- Duration
- 6-week remote analytics
- Format
- Remote analytics desk
- Delivery
- Remote
- Business function
- Founder office
KRW 4,800,000 — indicative; final fees appear in statements of work. See Refund & Cancellation.
What is inside
- ▍ Blinded peer cohort construction
- ▍ Bias/variance decomposition charts
- ▍ Scenario shocks for port disruptions
- ▍ Documentation for model risk committees
- ▍ Workshop on communicating intervals to buyers
- ▍ Toolkit for challenger model tests
- ▍ Executive summary with limitation callouts
Outcomes we document
- → Transparent forecast confidence language
- → Peer-relative performance context
- → Action list for model hygiene fixes
FAQ
Cohorts refresh quarterly; we disclose staleness windows inside the brief.
Experience notes
“Demand sensing benchmark gave our board a sobering but fair read on forecast drift. Appreciated the blunt limitations page.”
“Loved the challenger model toolkit; still validating two peer cohorts that felt slightly off-category.”