Semantic-first
Align metrics, dimensions, and business meaning before Tukun Agent runs
Semantic definitions are product assets, not temporary prompt notes. That keeps models, results, and team reuse grounded in the same truth.
Make Tukun Agent the entry point for real analysis work.
Tukun aligns business meaning, metric definitions, and data relationships before it generates queries or analysis, so teams can move faster and reuse more.
- Shared semantic definitions shape execution before prompts do
- The evidence path degrades explicitly when support is not strong enough
- Results, charts, and conclusions return to shared assets
Unify semantics and ontology for more accurate AI analysis.
Question
Did GMV shifts across channels in the last 90 days come from structural change or a short promotional spike?
Analysis summary
Align semantic definitions first, then return analysis that stays traceable.
Current plan
Plus
Plans decide model access and credit budget.
One Workbench connects asking, analysis, and reusable results.
Core capabilities
Focus on the three parts that matter most.
Tukun connects business meaning, evidence, and reusable result assets so analysis stays consistent from question to output.
Evidence path
The system must know what supports an answer and what still does not
When grain is wrong, a source is not ready, or a definition is incomplete, Tukun exposes the gap directly instead of manufacturing confidence.
Shared assets
Analysis should land as reusable context, not expire as one answer
Conclusions, tables, charts, and provenance stay linked so teams can review, share, and continue the thread later.
Workflow
Keep the path from question to review in one flow.
Ask, inspect the evidence path, and land reusable results in the same Workbench instead of jumping across tools.
Use cases
- Analysts review issues against shared semantic definitions
- Operators break down channel, region, and category shifts quickly
- Business owners inspect abnormal movement with visible evidence
- Personal users manage model access and credit spend by plan
01
ask
Ask the question
Start from natural language, but keep the business scope, time window, and judgment goal attached.
02
resolve
Resolve the semantic and evidence path
Prefer published definitions and ready sources. If support is incomplete, the system degrades clearly instead of pretending analysis is finished.
03
land
Land shared assets
Return the result to the Workbench so teams can continue, share, and review instead of losing value after one response.
Plans
Choose the plan that fits your workload.
Tukun starts with Free, Plus, and Pro so personal users can match model access, credit budget, and usage level to real workload.
Personal plan
Free
$0 / month
First month from $0
A free way to experience Tukun
- Best for low-frequency trials
- Access to Lite models
- Base credits and retention window
Personal plan
Plus
$9.9 / month
First month from $6.9
The core plan for personal use
- Built for everyday usage
- Access to Auto, Lite, and Max models
- Longer retention and higher asset limits
Personal plan
Premium
Pro
$29.9 / month
First month from $19.9
For more intensive analysis work
- Access to Auto, Lite, Max, and Ultra models
- Higher credit budget and task limits
- Fits complex and heavy usage
Ready to launch
Start with Tukun Agent today.
Choose the plan that fits your workload, start for free, or move straight into the Workbench if you already use Tukun.