United KingdomTechnology and telecom2025 – ongoing

Matillion

Internal analytics assistant in Slack

Matillion's internal AI analytics assistant saved work equivalent to one full-time analyst

WorkingVendor case studyVendor ↗

Problem

Employees needed the data team to investigate why business results changed. Follow-up analysis required another request.

Approach

Matillion adopted Snowflake Intelligence for internal analysis through Slack. Employees asked questions in natural language, compared usage across customer segments and investigated upsell opportunities using consumption data.

Results

1 full-time analystwork saved, in full-time analyst equivalents, through internal use of Snowflake Intelligence, per SnowflakeVendor case study[1]

Takeaway

Matillion shifted follow-up analysis to employees, saving work equivalent to one full-time analyst.

Sources

Matillion Transforms Complex Data Work With The Industry’s First AI-Powered Data Engineer
Snowflake2 Dec 2025Vendor publication

Source summaries

[1]Snowflake2 Dec 2025

Snowflake reported that Matillion used its AI analytics assistant internally to investigate customer usage and sales opportunities. It attributed work savings equivalent to one full-time analyst to this use. The page carries no date; the Internet Archive first saved it on December 2, 2025.

Full details are in the original sources.

Added 4 Nov 2026 · Updated 4 Nov 2026