An autonomous AI agent that intercepts Fivetran sync failures, reasons through schema drift using Gemini 3 Pro, patches mappings via Fivetran REST APIs, and restores system health in under 60 seconds.
Zero-Touch Pipeline Healing Architecture
Sub-second ingestion of Fivetran failure webhooks. The agent immediately triggers a diagnostics lifecycle.
Analyzes schema differences semantically. Translates renamed or modified columns with high confidence.
Mutates source schema states autonomously via Fivetran REST APIs, bypassing human intervention or delays.
Full trace spans sent directly to Arize Phoenix. Track every agent action, prompts, and REST payloads in real-time.
Watch the AI Agent Self-Heal in Real Time
Standard data pipeline integrations break because they rely on exact match mappings. When a field changes name, the entire ingest process blocks.
Suture avoids brittle mappings. By leveraging the fast reasoning capabilities of Gemini 3 Pro, the agent maps rename mutations semantically, checking structural contexts to verify types and safety margins before applying patches.
[
{
"source_column": "annual_revenue",
"destination_column": "revenue",
"confidence": 0.94,
"reasoning": "Dropped column 'revenue' matched to newly added 'annual_revenue'. Types match (FLOAT). Mapped as rename."
}
]INTEGRATED STACK
Ensure zero downtime for down-stream analysts and ML pipelines. Let Suture monitor, diagnose, and repair schemas autonomously.
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