Your pipelines heal themselves before you wake up.
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.
<60s
Mean Time to Heal
7
Fivetran API Methods
94%
AI Mapping Confidence
0
Human Interventions
ENGINEERING MATRIX
Zero-Touch Pipeline Healing Architecture
Instant Detection
Sub-second ingestion of Fivetran failure webhooks. The agent immediately triggers a diagnostics lifecycle.
Gemini 3 Reasoner
Analyzes schema differences semantically. Translates renamed or modified columns with high confidence.
Auto-Patching
Mutates source schema states autonomously via Fivetran REST APIs, bypassing human intervention or delays.
Observability
Full trace spans sent directly to Arize Phoenix. Track every agent action, prompts, and REST payloads in real-time.
SIMULATE HEALING LOOP
Watch the AI Agent Self-Heal in Real Time
SEMANTIC RESOLUTION
Driven by Gemini 3 Semantic Intelligence
Fivetran webhook received in <10ms, incident opened
Source vs destination schemas diffed via Fivetran API
Gemini 3 Pro reasons column renames semantically
PATCH /connectors/{id}/schemas applied autonomously
Force re-sync, poll until HEALTHY confirmed
[
{
"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."
}
]OFFICIAL SPONSORS & INTEGRATIONS
Powering Autonomous Pipeline Healing
Google Cloud
Gemini 3 Reasoning Engine & Cloud Run Hosting
Fivetran
REST APIs & Custom Connector Management
Arize Phoenix
Agent Tracing, Spans, & Evals Platform
Self-Heal Your Infrastructure Today
Ensure zero downtime for down-stream analysts and ML pipelines. Let Suture monitor, diagnose, and repair schemas autonomously.
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