Use cases · Leadership
Rescuing a stalled software build
Take a product build that is over time and over budget, find out what is really done, and reset it to a fixed-scope milestone the team can actually deliver.
Where it starts
The trigger.
A build is months late, the budget is stretched and nobody can say when it will ship.
How it runs today
- Status reports say “almost done” every week.
- Scope has grown without anyone deciding it should.
- The owner cannot tell which parts actually work.
The workflow
Four bounded steps.
Each step has an owner and a stop rule.
- 01 / Audit
Review what is built, tested and deployable against what was promised.
- 02 / Reset
Cut scope to the smallest release that delivers real value, with written acceptance criteria.
- 03 / Deliver
Rebuild the plan in short increments, each shown working to the owner.
- 04 / Hand off
Close the milestone with documentation and full ownership of code and accounts.
Where people stay in control
Approval points.
- The owner approves the reset scope and every change to it.
- Each increment is accepted against written criteria.
How we would measure it
Against a baseline.
Measured before and after, on the same work.
Acceptance criteria met at release.
Time from reset to release.
Scope changes approved versus unplanned.
Related
Go deeper.
More use cases
Other places to start.
A consistent AI setup for the team
Shared projects, instructions and approved sources so everyone gets the same quality from ChatGPT or Claude.
See the workflow LeadershipFrom stalled AI pilot to production
Take a pilot that impressed in a demo but never shipped, decide whether it deserves production, and get it there with owners and controls.
See the workflow LeadershipAn AI tool and vendor decision you can defend
Replace scattered subscriptions and competing vendor pitches with one decision, made on your workflows, data rules and costs.
See the workflowAn illustrative workflow pattern, not a result from a specific customer.
Bring the messy version
One workflow.
A better way to run it.
Show us the tools, the handoffs, and the part that keeps slowing your team down.
---
title: "Rescuing a stalled software build: AI Use Case"
description: "Take a product build that is over time and over budget, find out what is really done, and reset it to a fixed-scope milestone the team can actually deliver."
url: https://lidvizion.ai/use-cases/rescuing-a-stalled-software-build/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---
[Use cases](https://lidvizion.ai/use-cases/) · Leadership
# Rescuing a stalled software build
Take a product build that is over time and over budget, find out what is really done, and reset it to a fixed-scope milestone the team can actually deliver.
[Talk through this workflow](https://lidvizion.ai/contact/?need=milestone-delivery&from=%2Fuse-cases%2Frescuing-a-stalled-software-build%2F#write) · [Milestone & Custom Delivery](https://lidvizion.ai/services/milestone-delivery/)
Where it starts
## The trigger.
A build is months late, the budget is stretched and nobody can say when it will ship.
How it runs today
- Status reports say “almost done” every week.
- Scope has grown without anyone deciding it should.
- The owner cannot tell which parts actually work.
The workflow
## Four bounded steps.
Each step has an owner and a stop rule.
1. 01 / Audit
Review what is built, tested and deployable against what was promised.
2. 02 / Reset
Cut scope to the smallest release that delivers real value, with written acceptance criteria.
3. 03 / Deliver
Rebuild the plan in short increments, each shown working to the owner.
4. 04 / Hand off
Close the milestone with documentation and full ownership of code and accounts.
Where people stay in control
## Approval points.
- The owner approves the reset scope and every change to it.
- Each increment is accepted against written criteria.
How we would measure it
## Against a baseline.
Measured before and after, on the same work.
### Acceptance criteria met at release.
### Time from reset to release.
### Scope changes approved versus unplanned.
Related
## Go deeper.
- [Milestone & Custom Delivery](https://lidvizion.ai/services/milestone-delivery/): When the work is bounded, we can own the delivery directly—from integration and automation through a custom application or migration.
- [Client vs. server: where code runs](https://lidvizion.ai/resources/basics/backend-client-vs-server/): What belongs in the browser or app, and what must stay on a server you control.
- [Write acceptance criteria for a milestone](https://lidvizion.ai/guides/write-acceptance-criteria-for-a-milestone/): A four-step method to write acceptance criteria that both sides can test, so a software milestone is either done or not, without argument.
- [How to rescue a stalled software project](https://lidvizion.ai/answers/how-to-rescue-a-stalled-software-project/): What should a company do when a software project has stalled or keeps missing deadlines?
More use cases
## Other places to start.
[All use cases](https://lidvizion.ai/use-cases/)
- [A consistent AI setup for the team](https://lidvizion.ai/use-cases/team-ai-setup/): Leadership Shared projects, instructions and approved sources so everyone gets the same quality from ChatGPT or Claude.
- [From stalled AI pilot to production](https://lidvizion.ai/use-cases/stalled-ai-pilot-to-production/): Leadership Take a pilot that impressed in a demo but never shipped, decide whether it deserves production, and get it there with owners and controls.
- [An AI tool and vendor decision you can defend](https://lidvizion.ai/use-cases/ai-tool-and-vendor-decision/): Leadership Replace scattered subscriptions and competing vendor pitches with one decision, made on your workflows, data rules and costs.
An illustrative workflow pattern, not a result from a specific customer.
Bring the messy version
## One workflow. A better way to run it.
Show us the tools, the handoffs, and the part that keeps slowing your team down.
[Let’s map your workflow](https://lidvizion.ai/contact/) · [Read our approach](https://lidvizion.ai/approach/)