One platform from connection to governed decision
The platform covers the full analytical path: connect data, model it, query it under policy, explain the result, visualize it and share it with the right people.
Eight steps, one governed path
Each step hands its context to the next. A connection records consent, the semantic layer fixes the meaning, the query enforces access, and the chart arrives with lineage, freshness and a reproducibility reference. Nothing is rebuilt by hand between stages.
- Connect a source Link a database, application or file store with read-only access. The owner consents to the connection and credentials are stored encrypted.
- Discover the approved schema After the connection test, SadaIQ reads the schema and shows what is available, limited to what the connection is allowed to see.
- Map canonical metrics Define each business metric once, with a name, definition, owner, grain and time logic, so the meaning is shared by everyone.
- Explore visually Open the metric in an interactive chart, hover or focus for detail, and switch to the data table whenever it helps.
- Ask in natural language Ask in Arabic, Turkish or English. The question is matched to governed metrics and the answer links to its evidence.
- Share governed artifacts Publish dashboards and canvases to colleagues. Each viewer sees only what their access rules allow.
- Inspect the evidence Open any material result to see lineage, freshness, definition version, policy context and a reference to reproduce it.
- Connect data
Read-only, consented connections with encrypted credentials. - Semantic layer
One definition per metric, owned and versioned. - Governed query
Authorized, reproducible queries with evidence attached. - Visual analytics
Seven chart types with tables and non-colour cues. - Ask in plain language
Questions in three languages, answered from governed metrics. - Dashboards and canvas
Author, share and explore with access rules intact. - Governed agents
Bounded agents with human approval for important actions. - Embed and integrate
SDK, API and MCP access with server-side permissions. - Platform security
Isolation, policy, audit and credential custody.
From source to metric
Every figure here can be traced to its source and its definition.
Evidence trail from source to decision
How did this figure travel from its source to the decision built on it?
The trail shows six ordered stops from source to decision, each with a named reference; inspecting a stop reveals its definition and reference, and the text sequence remains as a complete alternative. Show table
Evidence trail from source to decision # Stage Unit Source 1 Source source fixture:synthetic-orders-v1 2 Connection connection connector:public-fixture 3 Unified metric metric metric:[email protected] 4 Governed query query plan:monthly-revenue 5 Chart chart scene:revenue-seasonality 6 Decision decision action:review-campaign Performance indicators against their targets
Which indicators reached their target and which are still short?
Each indicator shows its latest value, its baseline and its target in its own unit; revenue reached its target, while conversion and satisfaction remain just below theirs. Show table
Performance indicators against their targets Indicator Latest value Baseline Target Difference Revenue 242 thousand synthetic currency units 188 thousand synthetic currency units 240 thousand synthetic currency units 2 thousand synthetic currency units Conversion 3% 2% 4% -0% Satisfaction 84 points out of one hundred 78 points out of one hundred 85 points out of one hundred -1 points out of one hundred
Ask the data
Pick a question from the governed templates. The page shows the query plan, the policy check, the evidence chain and the chart, with no AI model, no account and no free text.
- What was revenue in each month?
- Which channel brings in the most revenue?
- How many orders are in each category?
- What is the average order value in each channel?
- What share of revenue does each region hold?
- What is each category's revenue in the north region?
Choose a question to see its result.