Devint
Case studies

Five scenarios every engineering leader recognizes.

Our first customers are being onboarded, and the case studies with numbers will come from them. In the meantime, these are the reading scenarios, drawn from the analysis of thousands of teams, that Devint turns into management action.

Low paceLow contribution

The developer who disappeared from the flow

Possible causes

Technical blocker, poorly defined scope, missing data due to an integration failure or low adherence to the delivery process.

Management action

Check context with leadership, look for impediments, confirm the tools are integrated and align delivery expectations.

High paceLow contribution

Lots of motion, little progress

Possible causes

Many small changes, rework, low code survival or artificial fragmentation of deliveries.

Management action

Review planning quality and the scope of deliveries; understand whether the team is breaking down work correctly.

High contributionLow collaboration

The talent that becomes a bottleneck

Possible causes

Delivers a lot, but creates noise in the team: excessive dependence on one individual, insufficient communication, sustainability risk.

Management action

Behavioral feedback, collaboration practices and reducing the concentration of knowledge.

High technical ratingLow AI usage

The senior who hasn't adopted AI yet

Possible causes

Lack of training, cultural resistance, a tool that doesn't fit the workflow or tasks that don't call for AI.

Management action

Investigate adoption barriers, offer training and assess whether the tool creates real value in that context.

High deliveryLow logged hours

Delivers well, but capacity becomes a matter of opinion

Possible causes

The person delivers, but doesn't log effort. Management loses visibility into capacity, and cost and planning data become fragile.

Management action

Reinforce the time tracking routine, simplify the process, explain the executive impact of the data and follow consistency over the coming weeks.

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