A job application tool that generates 10 tailored, ATS-friendly motivation letters for a specific company and role. It saves applicants hours of writing while giving them polished PDF/Word-ready options.
Best for
Teams embedding useful AI into a focused workflow
Business impact
A clearer, faster operating workflow
01 · The problem
Client challenge
Job applicants spend hours writing motivation letters that still feel generic and fail ATS screening. A single application can take 2+ hours of writing, and most candidates submit letters that don't stand out or pass automated filters.
02 · The solution
What Orkestra built
Built a platform that generates 10 ATS-optimized motivation letter variations tailored to the specific role, company, and position — each exportable to PDF or Word in one click using Gemini's language model.
Key capabilities
10 unique, non-repetitive letter variations per submission
ATS optimization baked into every generated output
Role, company, and position context awareness
One-click export to PDF and Word
Gemini-powered tone and style matching
03 · The results
Business impact
Application writing time reduced from 2+ hours to under 60 seconds. Users receive 10 polished, ATS-compliant letter options instantly — increasing interview callback rates through better-targeted, professionally written content.
04 · Stack used
The stack supports the workflow, reliability, and future maintenance requirements of the system.
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Start a conversation
One focused conversation about the operation, the friction, and what a useful first release should change.
Direct founder access
No generic sales deck
A clear next step
