AI product portfolio
Ten AI products designed for Arvind Garmenting — scored by business impact, build effort and time horizon.
Products in portfolio
Concept to pilot
Avg impact score
Impact high, effort low
In pilot
Running with live data
Shippable in 90 days
Horizon: Now
Portfolio
Select a product to see the full brief
Stage mix
- Pilot2
- Prototype2
- Concept1
Stream split
Quick wins vs core transformation
- Quick win40%
- Core build60%
Horizon split
- Now60%
- Next40%
- Later0%
Portfolio health
83%
Average impact score
20%
Share that are quick wins
Impact vs effort matrix
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Technology building blocks
Most reused across the portfolio
OTIF Early-Warning Engine
Prototype · Now · Internal platform
Models fabric-in, cutting, sewing and finishing telemetry against the buyer's ship date to flag PO risk two weeks out — with the specific line, operation and bottleneck named.
Who uses it
Plant heads, merchandising, buyers
Metric it moves
OTIF
Target outcome
OTIF up 8-12 points and air-freight recovery cost cut sharply
Stream
Core build
Why Arvind wins
Risk surfaced while it can still be fixed, not at the shipping week
Rollout sequence
How the ten land across the year
Now
3- OTIF Early-Warning Engine
- Vendor Follow-up Autopilot
- Buyer Status Broadcast
Next
2- Vision QA & Defect Intelligence
- Capacity & Costing Desk
Later
0