Data to decisions
DataGlass is an AI-powered decision engine that converts real-time e-commerce data into deployable actions across pricing, promotions and ads.
Trusted by
For the Digital Commerce Era.
Integrate all datasources and get decision, while our models do the heavy lifting.
Your campaigns are performing exceptionally well this week
Revenue up 18.2% with ROAS exceeding targets across all platforms
Shopee has headroom to increase spend by 25% while maintaining profitability
Cart abandonment spiked 5.2% — quick action can recover ฿89K in revenue
Deploy Cart Recovery Campaign
Cart abandonment spiked 5.2% this week. Launch automated email sequence to recover lost revenue.
AI detected 1,820 users who added items worth ฿89K but didn't complete checkout. Historical data shows 32% recovery rate with personalized emails sent within 2 hours.
Profit
+฿89K
Confidence
87%
Risk
Medium
Increase Shopee Ad Spend by 25%
Shopee showing exceptional ROAS (3.65x) with room for scale before hitting diminishing returns.
Current spend is ฿34K with 3.65x ROAS, significantly above target (3.0x). Profit margin analysis indicates we can increase spend to ฿42K while maintaining 3.2x+ ROAS.
Profit
+฿27K
Confidence
92%
Risk
Low
Connected platforms
Profit Engine & Optimization. Automatically adjust pricing based on demand. Maximize revenue during campaign seasons.
| Sales Revenue | ฿1299.00 |
| DISCOUNTS | |
| Seller Discount | -฿65.00 |
| Voucher Discount | -฿100.00 |
| COST OF GOODS SOLD | |
| Cost of Production | -฿450.00 |
| Shipping Cost | -฿35.00 |
| PLATFORM FEES | |
| Commission Fees | -฿68.85 |
| Service Fees | -฿68.85 |
| Infrastructure Fee | -฿1.00 |
| ADVERTISEMENT | |
| Marginal Product Ads Fee | -฿85.00 |
| Sales Revenue | ฿199.00 |
| DISCOUNTS | |
| Seller Discount | -฿10.00 |
| Voucher Discount | -฿0.00 |
| COST OF GOODS SOLD | |
| Cost of Production | -฿45.00 |
| Shipping Cost | -฿15.00 |
| PLATFORM FEES | |
| Commission Fees | -฿10.55 |
| Service Fees | -฿10.55 |
| Infrastructure Fee | -฿1.00 |
| ADVERTISEMENT | |
| Marginal Product Ads Fee | -฿17.40 |
| Item | Amount |
|---|---|
| Sales Revenue | ฿599.00 |
DISCOUNTS | |
| Seller Discount | -฿50.00 |
| Voucher Discount | -฿150.00 |
| COST OF GOODS SOLD | |
| Cost of Production | -฿300.00 |
| Shipping Cost | -฿25.00 |
| Shipping Rebate | +฿25.00 |
| PLATFORM FEES | |
| Commission Fees | -฿31.76 |
| Service Fees | -฿31.76 |
| Infrastructure Fee | -฿1.00 |
| ADVERTISEMENT | |
| Marginal Product Ads Fee | -฿50.00 |
Automatic Ads Bidder &
Margin Protection
Our autonomous bidder navigates the complex landscape of ad auctions. By mapping the 3D profit surface in real-time, it identifies the exact point where every baht spent delivers maximum return.
Dynamic Equilibrium
Automatically balances bid intensity against marketplace competition levels.
Loss Prevention
Real-time safety checks prevent over-bidding when margins are thin.
Operating Mode
Active Bidder
AI optimizer live • Latency 42ms • Efficiency +18.4%
Guardrails
Safety ceiling ฿1,550
ROAS + margin thresholds enforced dynamically.
Bid Suggestion
Deploy updated bid and guardrail to capture uplift with controlled risk.
Expected profit
+฿482,000/mo
Confidence
87%
Risk
Low
Bid History
Live timeline
Rows append in real time as the simulation progresses.
Live Bid Guardrail
Recommended bid, safety ceiling, confidence band
Select an action card
to view bid timeline
Profit Landscape
Bid / Spend → Margin Surface
Select an action card
to view profit landscape
Inventory
Stock tightening (-8.0%) → bidder tempers peak bids and respects safety ceiling.
ROAS
ROAS strengthening (+6.7%) keeps bids active where profit surface is safe.
Impressions
Impressions rising (+22.9%) → pacing loosens, moderated by current inventory signal.