# How did AngelList speed a Redshift-to-Snowflake migration with Devin?

> AngelList used Devin to finish a Redshift-to-Snowflake migration, including the Metabase cutover. Cognition reports the cutover landed 5.2x faster than the team's trajectory, which had been trending six months late and would have required three or four more engineers.

- **Evidence grade:** B — Named organization with a quantified outcome, from the vendor or the organization's own announcement.
- **Organization:** AngelList (venture fund administration platform)
- **Industry:** Banking & Financial Services — Fund administration
- **Roles:** Software Engineering
- **Tools:** Devin (Cognition)
- **Status:** production · **Agent pattern:** autonomous-agent · **Autonomy:** 2/4
- **Last verified:** 2026-10-17

## Reported outcomes
- migration speed: 5.2x faster [1] (self-reported)

## How it works
1. Devin migrates queries and dashboards.
2. A data engineer owns the cutover and reviews Devin's work.

## Risks & compliance
- Agent-written code requires human review and testing
- Vendor-published results; not independently audited

## Sources
1. Cognition (Devin), "How AngelList Completed a Redshift-to-Snowflake Migration 5.2x Faster with Devin" (undated; accessed 2026-10-17) <https://devin.ai/customers/angellist>
   > "How AngelList Completed a Redshift-to-Snowflake Migration 5.2x Faster with Devin"

Canonical: https://agentcasefile.com/cases/angellist-devin-snowflake-migration/ · License: CC BY 4.0 (summary) · Source: Agent Casefile