The concept-to-buy intelligence layer.
One platform from image to locked buy plan, grounded in your catalogue and your sales history. Adopt it a module at a time or all at once, starting with no integration at all.

How it works
Six steps, one continuous workflow.
- 01
Upload
Drop in photos, concept imagery or CADs - up to 100 at a time.
- 02
Attribute
AI extracts structured attributes and ecommerce-ready copy, mapped to your taxonomy.
- 03
Compare
Find true comparables from your own catalogue - the wins, the losses, the forgotten.
- 04
Forecast
Get an explainable demand forecast, down to location and size, even with zero sales history.
- 05
Lock the buy
Aggregate into seasonal plans, automate MOQs, approve and lock every decision.
- 06
Replenish
Keep core products in stock with continuous forecasts and automated POs.
Modules
Each module earns its place on its own.
Vision + Board
Turn raw product imagery into structured attributes and ecommerce-ready copy. One live board becomes the single source of truth for your team.
- Bulk-process up to 100 images at once within seconds, any format or CAD
- Attributes mapped to your own taxonomy and tone of voice
- Shared product library with version control and permissions

Similarity Engine
Match every concept to your real catalogue; the winners, the losers, and the styles memory forgets, so ranging decisions come from data, not opinion.
- True comparables from your own catalogue, matched within seconds
- Removes key-man dependency and confirmation bias from ranging calls
- Human in the loop: Downvote, filter and regenerate matches in one click

Day-Zero Forecaster + Buy Board
Forecast brand-new products with explainable demand down to location and size, then lock seasonal buys with automated MOQs in one continuous handoff.
- Take your forecast from zero sales history to a buy plan you can defend
- Adjust price, launch date, or lifecycle decisions and watch the forecast update in real-time
- Automate MOQs, channels allocations, and size curves with a click instead of hefty spreadsheets
- Lock the buy with a single click for a permanent record and track post-season

NooS (Core)
Keep core lines always in stock with continuous forecasts down to location and size, and automate purchase orders that respect how you actually operate.
- Always-live forecasts, no manual rollovers that takes days
- Replenish with a click before lost sales hit the floor
- Automated POs that optimize for inventory and respect your operational constraints

Talk to Your Data
Ask in plain English, and get nuanced, structured analysis that used to take a data team days. No SQL. No report queue.
- Ask in plain English—no analysts or query experts
- Tough questions answered in seconds, not days
- Grounded in your data—no hallucinations
Coming soon
Which products cannibalised sales last season?
Grounded answer
The seasonal colour profile and offers were too wide—they cannibalised each other, driving low sell-through across several new-season styles.
- Catalogue
- Sales history
- Forecasts
Vision Search
Turn shoppers’ inspiration into instant, shoppable matches—driving discovery and conversion once your catalogue is vectorised.
- Search-engine experience on your site—photo in, similar items out
- Relevant, shoppable matches that turn browsing into sales
- Steer results toward margin or inventory without breaking the UX

Ready to see it on your catalogue?
Book a demo and we will walk through the workflow with your imagery and categories.
Book a demoWhere SeeStone sits
The intelligence layer, not another system of record.
Complements your existing PLM, ERP, planning, ecommerce and BI tools. ERP stays the system of record - SeeStone handles the intelligence in between.

Rollout
Live in weeks, not quarters.
Each phase has a clear scope, a clear data requirement, and a go-live date.
Vision + Board
Taxonomy samples, attribute verification, user set-up and go-live.
Needs: No integration
Similarity Engine
Catalogue integration and vectorising, attribute engineering, testing and go-live.
Needs: Catalogue
Day-Zero + Buy Board
Transaction integration, data validation, model implementation, back-testing and buy-plan lock.
Needs: Sales history
NooS (Core)
PO integration, operational constraint validation, back-testing and go-live.
Needs: Inventory + POs
Start with your own images.
No integration, no data project. Book a demo and see the workflow on your products.
Book a demo