From data chaos to full visibility — Adaptavist's story
Alert fatigue, endless detective work, stakeholders losing trust. Callum O'Connor, Senior Analytics Engineer at Adaptavist, shares how Sifflet's end-to-end lineage turned their data team's biggest pain into their biggest win

Adaptavist moves fast — their data needed to keep up.
As an enabler helping companies accelerate their digital transformation, Adaptavist can't afford data they can't trust. But before Sifflet, their engineering team was drowning in alerts, spending entire days on detective work just to trace broken pipelines and get reliable data to stakeholders.
In this video, Callum O'Connor, Senior Analytics Engineer at Adaptavist, walks through what changed. From the end-to-end lineage that finally gave the team full visibility into how data flows across their stack, to the storytelling layer that translates technical issues into business impact — Sifflet didn't just fix the noise, it restored credibility.
The result: mean time to resolution went from hours or days to minutes. Stakeholders trust the data again. And a tool that took less than a day to implement became a game changer for the entire team.












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