Strotas is an AI-native pipeline engine. Unify scattered sources into validated, query-ready data assets. AI agents design and optimize the flow. Humans retain authority. Data moves without friction.
Every data pipeline has the same fatal flaw: when a source changes its schema, everything downstream shatters. Strotas solves this with a single stable layer that absorbs all volatility.
Volatile, inconsistent, constantly changing formats and field names
One stable structure. All source changes absorbed here and only here.
Transforms, validations, dashboards, completely unaffected by changes
From scattered sources to trusted datasets, every stage is observable, auditable, and AI-accelerated.
Pull data from anywhere, on schedule or in real time. Nothing gets lost, nothing gets changed prematurely.
Automatically scan incoming data to understand its structure, quality, and patterns before you decide what to do with it.
Map volatile source fields to a stable internal structure. When sources change, only the mapping updates. Everything downstream stays intact.
Merge duplicates, normalise formats, compute new fields, join across sources. AI proposes the plan. You approve it.
Set the rules your data must pass before reaching production. Failures are caught, logged, and surfaced, never silently passed through.
Clean data is published and ready for your tools, warehouse, or marketplace. Versioned, documented, access-controlled.
Track freshness, detect drift, and alert on anomalies. Know when something changes before your stakeholders do.
AI agents are embedded in every stage, but they are assistants, not gatekeepers.
Mappings, transforms, rules
Approve, edit, or reject
Reliable, audited execution
Every AI action is a suggestion surfaced for your review. Mappings, transforms, quality rules, nothing runs until you say so.
If the AI is unavailable, the pipeline doesn’t stall. Every operation can be done manually through the same interface.
Every approval, edit, and rejection teaches the AI more about your domain. Suggestions get sharper with every interaction.
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Expected launch: Q2 2026
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