Titane | State-of-the-art Deep Learning for E-Commerce

TITAN-FIRSTSOON

TITAN-ARCSOON

TITAN-HORIZON 2.5

The model

TITAN-HORIZON 2.5

Sales prediction and inventory management model

TITAN-HORIZON is a proprietary Deep Learning architecture that cross-references 28 signals per product — sales history, inventory levels, supplier lead times, weather, public holidays, ad budget, e-commerce events, market trends and competitor signals — to generate a complete replenishment schedule, week by week, SKU by SKU. Stockouts are anticipated before they happen. Overstocks are avoided.

Flow architecture

Your tools. The outside world. Your purchasing decisions.

TITAN-HORIZON plugs into your existing stack and complements it with the signals your Excel could never see. The data goes in. The schedule comes out.

E-commerce & Inventory

Marketing & Acquisition

External signals

Weather

Public holidays

Events

Macroeconomics

Market & Trends (with TITAN-TREND)

Google Trends

Social media

Competitor prices

Competitor stockouts

Forecasting layer

TITAN-HORIZON 2.5

28

Signals / product

12 wks

Forecast horizon

92%

Accuracy

Continuous

Updates

Supply Chain & Inventory

Replenishment schedule

Stockout alerts

Overstock detection

Strategic

Scenario simulation

Promo impact simulator

Ad budget simulator

Inventory quantity simulator

New product forecasting

Purchasing budget forecast

Daily operations

Automatic daily brief

Weekly report

Contextual alerts

Use case

Deployment surfaces

supply

12-week forecast

92%

W-16TODAYW+12

Supply chain dashboard

12-week replenishment calendar, SKU by SKU

alerts

Wetsuit 4/3 men

D+14

Boardshort summer L

D+21

Crewneck sweater M

D+42

Automatic stockout alerts

Email or Slack notification when a SKU crosses the critical threshold

simulator

Ad budget

Email/SMS campaign

SALES W+12

+18%

PROJECTED STOCK

42 u.

Sales & inventory simulator

Toggle signals on or off to simulate upcoming sales and inventory

Under the hood

A forecasting layer, not just another dashboard.

Multi-signal fusion

TITAN-HORIZON integrates 28 signals per product — sales history, inventory levels, ad budget, supplier lead times, weather, events, market trends, competitor signals. Not an extrapolation. A synthesis.

Unified hierarchical forecasting

A single forecasting layer feeds the SKU, the category, the warehouse and the overall P&L. No siloed recalculations. No gaps between the buyer views and the financial view.

Anticipation from weak signals

The model detects demand inflections before they show up in your numbers: emerging social trends, competitor stockouts, 14-day weather, upcoming events.

Continuous learning loop

Each week, the model recalibrates on the observed gaps between forecast and actuals. No static retraining. No blind spot that lingers.

Model metrics

Forecast accuracy92%

Signals per product28

Model parameters+15M

Business impact

Tied-up inventory−18%

Additional sales+10%

Stockouts−40%

Proof through use

Build your own forecasting engine.

Choose your industry, turn on the signals that matter to you, and watch the forecast sharpen in real time. In 90 seconds, you'll know exactly what TITAN-HORIZON can produce on your data.

Model preview

12-week demand forecast

Accuracy

92%

Active signals

28

Today

← 12 weeks of history12 weeks of forecast →

Actual sales

TITAN-HORIZON forecast

Integrate TITAN-HORIZON

Discover what TITAN-HORIZON can forecast on your catalog — or let us calibrate the engine on your priorities.