Set up a workload that resembles yours
A guided setup wizard establishes the workload profile — request rates, mixes and growth — and industry packs provide starting profiles where a realistic baseline matters more than a precise one. The Simulation Studio is there when you want to compose a scenario by hand.
Find what breaks, and how badly
Bottleneck detection identifies components that saturate first. Resilience scoring penalises single points of failure, saturated components and at-risk components, and states its reasoning rather than emitting a bare number. Chaos engineering removes components deliberately to see what survives. Sensitivity analysis shows which assumptions the result actually depends on.
- Bottleneck detection with saturation points
- Resilience score with the reasoning behind it
- Chaos scenarios and failure injection
- Sensitivity analysis across assumptions
- Ranked recommendations tied to what was found
Review the result as a team
Runs are recorded and can be played back with metrics over time. A scorecard collects the outcome for review, rule evaluation checks the result against policy, and a team review view lets the people who own the architecture argue with the numbers in one place.
What this covers in the product
Every capability below is part of this area of Yantra Studio.
- Simulation Panel
- Metrics & Playback
- Record Session
- Guided Setup Wizard
- Workload Profile
- Industry Pack
- Simulation Studio
- Sensitivity Analysis
- Chaos Engineering
- Bottleneck Detection
- Resilience Score
- Recommendations
- Rule Evaluation
- Scorecard & Review
- Simulation Copilot
- Team Review
Questions
Does simulation need a completed model?
It needs components and connections with roles. The guided wizard fills the workload assumptions and tells you what is missing.
What does the resilience score mean?
It penalises single points of failure most heavily, then saturated components, then at-risk ones, and reports the summary and the suggested remedy alongside the score.
Can results be replayed later?
Yes. Sessions are recorded and metrics can be played back rather than re-run.
Related capabilities
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Architecture diagrams generated from your codebase
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AI that proposes, you approve
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