AI-native operations

How Kidslox cut its operational team from 24 to 10 - without losing a dollar of revenue.

Kidslox is a parental control and digital safety platform spanning mobile, desktop, web, and platform operations. After seven years running on a 24-person team, Agoura rebuilt the operating model around AI-native workflows and shipped the change in about six weeks.

24 -> 10Operational team size

~6 weeksTime to transition

2.4xRevenue per employee

The Problem

Scale was outpacing the org chart.

Kidslox had run on a 24-person operational and engineering team across mobile, desktop, web, and platform for roughly seven years.

As the platform kept scaling, operational complexity, support overhead, and delivery coordination kept climbing. The business needed to grow output without slowing revenue or hurting customer experience.

The Approach

AI-native operations, end to end.

Agoura introduced AI-powered workflows across engineering, QA, and delivery, orchestrating coordination, automating repetitive engineering processes, and streamlining support operations.

The team structure was simplified in parallel, with AI-assisted dev ops absorbing the work redundant headcount used to carry, without a slowdown in velocity or business performance.

Results & ROI

What changed for Kidslox

Team reduced from 24 to 10 in approximately six weeks.
2.4x revenue per employee - same revenue, leaner team.
Delivery velocity preserved with the leaner team in place.
Operational complexity dropped while scalability improved.
Faster product iteration with significantly lower overhead.
AI-native workflows in place for future product expansion.

Agoura helped us completely rethink how modern software operations can function. Within weeks, we reduced our operational structure from 24 people to 10 while maintaining the same revenue performance, delivery velocity, and overall business output.

Kidslox leadership