ScaleGrid

The challenge

ScaleGrid's operations team was drowning. With 85 employees spread across three time zones, every day meant hours of manual work — copying deployment statuses from GitHub to Slack, updating project trackers in Notion, routing customer escalations through email chains, and compiling weekly reports from four different dashboards.

The team was using Zapier for basic automations, an internal Python script for data syncing, a shared Google Sheet as a task router, and Slack reminders as a makeshift alert system. Nothing talked to anything else. Context was lost between tools, handoffs were missed regularly, and the ops team spent more time managing their tools than doing actual operations work.

The solution

ScaleGrid replaced all four tools with Flux in a single week. They built three core workflows.

First, an automated incident routing system that detects alerts from their monitoring stack, categorizes severity using Flux AI, and routes to the right on-call engineer with full context.

Second, a deployment tracking pipeline that syncs GitHub releases to Notion, posts summaries to Slack, and updates their internal status page automatically.

Third, a weekly reporting workflow that pulls data from five sources, generates a formatted report, and delivers it to leadership every Monday at 8am — without anyone lifting a finger.

The results

The impact was immediate and measurable. Within 90 days, ScaleGrid reduced operational costs by 40%. Each team member reclaimed 15 hours per week. Incident response time dropped from 12 minutes to 3 minutes. They've had zero missed handoffs since deployment.