dots AI
Forecasts and insights, right on your charts
Four ways to put AI to work on your data, without leaving your dashboards.
DAILY OPERATIONS
- Data Scientist
- Information Delivery
- Dashboards
- Reports
- Master Data
- Business Performance
SYSTEM SETUP
- Setup
- Roles
- Users
DashboardsSales Performance
Sales Performance
Track revenue, orders and margin across regions and channels.
Monthly Revenue
Revenue (SAR k)Forecast with confidence range
dots Predictor - Monthly Revenue
1. Forecast summary
Revenue has grown steadily over the last 12 months, from SAR 820k in November 2025 to SAR 1,240k in October 2026. The trend points to a seasonal peak of SAR 1,310k in December, followed by a dip to SAR 1,250k in January.
2. Predictions (next 3 periods)
| Period | Predicted | Confidence range | Change vs previous |
|---|---|---|---|
| 2026-11 | SAR 1,270k | 1,190k – 1,350k (±6%) | +2.4% vs 2026-10 |
| 2026-12 | SAR 1,310k | 1,200k – 1,420k (±8%) | +3.1% vs 2026-11 |
| 2027-01 | SAR 1,250k | 1,110k – 1,390k (±11%) | −4.6% vs 2026-12 |
3. Scenarios
- Base SAR 3.83M over the three months, in line with the trend.
- Upside SAR 4.16M if December demand holds into January.
- Downside SAR 3.50M if the January dip starts in December.
dots Predictor: what happens next
Click Predict on any chart.
- A plain-language forecast summary
- Predictions for the next three periods
- A confidence range and the change vs the previous period for each
- Scenarios, risks and recommendations
- Copy the result or save it as a PDF
DAILY OPERATIONS
- Data Scientist
- Information Delivery
- Dashboards
- Reports
- Master Data
- Business Performance
SYSTEM SETUP
- Setup
- Roles
- Users
DashboardsSales Performance
Sales Performance
Track revenue, orders and margin across regions and channels.
Monthly Revenue
Revenue (SAR k)Forecast with confidence range
dots Predictor - Monthly Revenue
1. Forecast summary
Revenue has grown steadily over the last 12 months, from SAR 820k in November 2025 to SAR 1,240k in October 2026. The trend points to a seasonal peak of SAR 1,310k in December, followed by a dip to SAR 1,250k in January.
2. Predictions (next 3 periods)
| Period | Predicted | Confidence range | Change vs previous |
|---|---|---|---|
| 2026-11 | SAR 1,270k | 1,190k – 1,350k (±6%) | +2.4% vs 2026-10 |
| 2026-12 | SAR 1,310k | 1,200k – 1,420k (±8%) | +3.1% vs 2026-11 |
| 2027-01 | SAR 1,250k | 1,110k – 1,390k (±11%) | −4.6% vs 2026-12 |
3. Scenarios
- Base SAR 3.83M over the three months, in line with the trend.
- Upside SAR 4.16M if December demand holds into January.
- Downside SAR 3.50M if the January dip starts in December.
dots Advisor: what the chart is telling you
Click Insights on any chart and dots Advisor writes the key points and recommendations. Copy them into an email or save them as a PDF.
DAILY OPERATIONS
- Data Scientist
- Information Delivery
- Dashboards
- Reports
- Master Data
- Business Performance
SYSTEM SETUP
- Setup
- Roles
- Users
DashboardsSales Performance
Sales Performance
Track revenue, orders and margin across regions and channels.
Total revenue
11.99M SAR
▲ 9% vs last year
Orders
18,420
▲ 6% vs last year
Avg order value
651 SAR
▲ 3% vs last year
Gross margin
31.4%
▲ 1.2 pts vs last year
Days sales outstanding
41 days
▼ 3 vs last year
Monthly Revenue
Revenue (SAR k)
Revenue by Region
Revenue (SAR M)
dots Advisor - Revenue by Region
Key insights
- Riyadh brings 29% of revenue.SAR 3.42M
- Riyadh and Cairo together bring 52%.SAR 6.28M
- Alexandria is the smallest region at 12%.SAR 1.43M
Recommendations
- Set next year’s targets per region: Jeddah and Dubai are close enough to Cairo to close the gap.
- Review the Alexandria sales mix by channel before planning new spend there.
Ask dots: answers from your data
Open Ask dots from the header, type or use your microphone, and ask about your data in plain language, such as which region sold most last quarter. Ask dots answers from your Data Views and dashboards, and the conversation stays alongside your work. Clear it when you start something new.
DAILY OPERATIONS
- Data Scientist
- Information Delivery
- Dashboards
- Reports
- Master Data
- Business Performance
SYSTEM SETUP
- Setup
- Roles
- Users
DashboardsSales Performance
Sales Performance
Track revenue, orders and margin across regions and channels.
Total revenue
11.99M SAR
▲ 9% vs last year
Orders
18,420
▲ 6% vs last year
Avg order value
651 SAR
▲ 3% vs last year
Gross margin
31.4%
▲ 1.2 pts vs last year
Days sales outstanding
41 days
▼ 3 vs last year
Monthly Revenue
Revenue (SAR k)
Revenue by Region
Revenue (SAR M)
Ask dots
Hello! I'm dots AI assistant. How can I help you today?
9:40 AMWhich region brings the most revenue?
9:41 AMRiyadh, with SAR 3.42M of 11.99M (29%) over the last 12 months. Cairo is next with SAR 2.86M (24%).
from the Sales_Orders Data View
9:41 AMBring your own AI with the dots MCP server
dots includes an MCP (Model Context Protocol) server. Connect any MCP-compatible AI assistant your company already uses and ask it about your Data Views, dashboards and KPIs from its own chat. The built-in dots AI stays available too.
- Works with any MCP-compatible AI assistant
- Reaches your Data Views, dashboards and KPIs
- Add the dots MCP endpoint in your assistant's settings
SetupIntegrations
dots MCP server
Let MCP-compatible AI assistants work with your dots data.
MCP server
Connect an MCP-compatible AI assistant to dots.
Endpoint
https://dots.example.com/mcpCopy
Assistants can reach
- Data Views
- Dashboards
- KPIs
Your AI assistant
Connected: dots
Which region brought the most revenue in the last 12 months?
Riyadh: SAR 3.42M of 11.99M (29%), from the Sales_Orders Data View in dots.
dots · Sales Performance
And the runner-up?
Cairo: SAR 2.86M. Riyadh and Cairo together bring 52% of revenue.
How it fits your day
Open a dashboard
Click Predict or Insights on a chart
Read it, copy it or save the PDF
Forecasts you can judge
A forecast is an estimate from the history in your chart. Every prediction shows its confidence range, and the summary says when the data is thin, so you can decide how far to rely on it.
Questions about AI set-up?
Ask us in your demo how dots AI and the MCP server would be set up for your organisation.
Book a demoSee dots on your kind of data
Tell us what you report on today. We'll show you how it would work in dots.