Luckiwi.com — From 3 days to 2 hours per project launch
How Luckiwi transformed the most time-consuming phase of project management with an AI planning agent integrated into its platform.
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The challenge
At Luckiwi.com, every new project started the same way: days of meetings, stakeholder exchanges, requirements gathering, phase structuring and effort estimation. Before the first task had even begun, project managers had already spent 3 to 5 days on the scoping phase alone.
For a company whose core business is helping teams manage their projects better, this paradox was hard to ignore. The initial planning process had become a bottleneck: too slow, too dependent on each manager's individual experience, and a source of inconsistencies from one project to the next.
As the business grew, the problem intensified. A solution was needed that could keep up with the pace — without hiring more staff.
The solution
With Solanys, Luckiwi integrated an AI planning agent directly into its project management platform. The agent takes any form of brief as input — a text, a document, an email or even meeting notes — and generates a structured, operational, validation-ready project plan in minutes.
- Automatic analysis of the project brief and identification of key objectives, constraints and deliverables.
- Generation of a phase breakdown and work packages (WBS), consistent with the business context.
- Proposal of milestones, effort estimates and task sequencing based on team size.
- Pre-assignment of tasks by role, with detection of critical dependencies.
- Production of a complete, editable, exportable plan — understandable by the entire team from day one.
What used to take 3 days of intensive human work now happens in under 2 hours — with quality and consistency above the average observed before deployment.
The results
Time spent on initial scoping was reduced from several days to under two hours — on every project, without exception.
- Project managers spend less time on logistics and more time on leadership and client relationships.
- New project onboarding is faster, more consistent, and leads to fewer misunderstandings at the start of engagements.
- The quality of initial plans has improved: fewer revisions along the way, fewer schedule overruns.
- The Luckiwi platform now differentiates itself with a native AI feature, perceived as a major competitive advantage by its users.
By freeing teams from the cognitive burden of scoping, Luckiwi gained execution capacity — without increasing headcount.
"Before, properly launching a project cost us a week of work. Now the AI agent produces a structured plan in two hours. Our project managers have found time for what really matters."
— Luckiwi.com Team
What if your teams saved several days from the very start?
Initial planning is one of the most time-consuming phases — and often the least valued. An AI agent can turn it into a competitive advantage. Book a meeting with Solanys and discover what AI can do for your business.
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