01. Data Layer
Your retail data,
finally speaks one language.
Unify every system in your retail stack — product, location, time — at any granularity.
The Data Problem in Retail
Fragmented data breaks every decision.
Before you can automate anything, your data has to agree with itself.
“Every system tells a different story.”
POS, ERP, ecommerce, marketplaces, etc. — each speaks its own language. No one reconciles them. Everyone guesses.
“Every system tells a different story.”
POS, ERP, ecommerce, marketplaces, etc. — each speaks its own language. No one reconciles them. Everyone guesses.
“Attributes never match.”
Three names for the same product. Five formats for sizes. Taxonomies that drift every month. Your data is a minefield.
“Attributes never match.”
Three names for the same product. Five formats for sizes. Taxonomies that drift every month. Your data is a minefield.
“Granularity is always wrong.”
Daily sales, monthly inventory. Store-level stock, warehouse-level orders. The numbers never line up where you need them.
“Granularity is always wrong.”
Daily sales, monthly inventory. Store-level stock, warehouse-level orders. The numbers never line up where you need them.
How it works
Inside the Data Layer.
Three stages. One canonical output.
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Ingest
Active
Bring every system into Solya.
Connect any system in your retail stack — modern or legacy. Solya ingests your data without breaking anything you already use.
Works with any POS, ERP, ecommerce, or marketplace
Reads API, webhooks, or plain Excel and CSV files
Full history preserved, always traceable
//
Ingest
Active
Bring every system into Solya.
Connect any system in your retail stack — modern or legacy. Solya ingests your data without breaking anything you already use.
Works with any POS, ERP, ecommerce, or marketplace
Reads API, webhooks, or plain Excel and CSV files
Full history preserved, always traceable
//
Prepare
Active
Turn messy data into clean decisions.
Solya reconciles your data, fixes inconsistencies, and auto-tags everything. Products, sizes, categories — all aligned. Risk alerts raised automatically.
Fix inconsistent products, sizes, and categories
Auto-tag colors, sizes, and product attributes
Spot stockouts, margin drops, and anomalies early
//
Prepare
Active
Turn messy data into clean decisions.
Solya reconciles your data, fixes inconsistencies, and auto-tags everything. Products, sizes, categories — all aligned. Risk alerts raised automatically.
Fix inconsistent products, sizes, and categories
Auto-tag colors, sizes, and product attributes
Spot stockouts, margin drops, and anomalies early
//
Deliver
Active
One source of truth for every team.
The cleaned and enriched data becomes your single retail dashboard — ready for AI, but also editable by your teams when needed.
KPIs and forecasts, always up to date
One unified view across stores, channels, and teams
Edit any line, any detail, anytime
//
Deliver
Active
One source of truth for every team.
The cleaned and enriched data becomes your single retail dashboard — ready for AI, but also editable by your teams when needed.
KPIs and forecasts, always up to date
One unified view across stores, channels, and teams
Edit any line, any detail, anytime
//
Ingest
Active
Bring every system into Solya.
Connect any system in your retail stack — modern or legacy. Solya ingests your data without breaking anything you already use.
Works with any POS, ERP, ecommerce, or marketplace
Reads API, webhooks, or plain Excel and CSV files
Full history preserved, always traceable
//
Prepare
Active
Turn messy data into clean decisions.
Solya reconciles your data, fixes inconsistencies, and auto-tags everything. Products, sizes, categories — all aligned. Risk alerts raised automatically.
Fix inconsistent products, sizes, and categories
Auto-tag colors, sizes, and product attributes
Spot stockouts, margin drops, and anomalies early
//
Deliver
Active
One source of truth for every team.
The cleaned and enriched data becomes your single retail dashboard — ready for AI, but also editable by your teams when needed.
KPIs and forecasts, always up to date
One unified view across stores, channels, and teams
Edit any line, any detail, anytime
What you get
The foundation for every retail decision.
Six capabilities built to connect, unify, and prepare your retail data — at any scale.
Native connectors
Pre-built connectors for your POS, ERP, ecommerce, and marketplaces. No IT project required.
Flexible ingestion
Real-time syncs, batch imports, webhooks, Excel and CSV uploads — whatever your systems can export, Solya can read.
Unified retail model
Your entire retail — from SKU to store to season — in one consistent, decision-ready view.
Auto-tagging & alerts
Colors, sizes, categories tagged at scale. Stockouts, margin drops, and demand shifts flagged in real time.
Full history
Years of retail data, always queryable — ready for forecasting, analytics, and year-over-year comparisons.
Editable by your teams
Adjust values, override tags, or correct mistakes — without breaking the model or calling IT.
What you can do with it
The data foundation for every retail team.
Once your data lives in the Data Layer, every team can finally work from the same truth — and your AI decisions run on solid ground.
Fit into the runtime
The foundation of the Solya runtime.
Every layer above depends on the Data Layer. That's why we built it first.
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
Karim El Idrissi, Head of IT, 50+ stores
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
Karim El Idrissi, Head of IT, 50+ stores
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
"Solya data infrastructure did in one month what our last data project failed to do in the last 5 years."
Karim El Idrissi, Head of IT, 50+ stores
The AI-native decision infrastructure for retail.
The AI-native decision infrastructure for retail.
The AI-native decision infrastructure for retail.