CASE STUDY 2025
End of empty CRMs
after field meetings.
Sales rep dictates notes into mobile. AI transcribes, structures, and saves as tasks and history.
Impact
100 %
Data Capture
Data loss in the field
Sales reps don't write notes in the car. Deal info stays in their heads.
AUTOMATION
No records
Head, sticky notes, forgetting
VOICE INPUT
Powered by Whisper & GPT-5.2
The Blueprint
Voice Pipeline
From voice record to structured data in CRM.
Tech Stack
SMBLovable
PWA Frontend
Scale PlanWhisper
Speech-to-Text
Pay-per-useGPT-5.2v5.2
Reasoning Engine
Raynet
Target CRM
Standard⚡ Implementace: 1–2 týdny, rychlý start s SaaS nástroji
Vibe Coding Process
How did we build it in 12 days? We skipped lengthy specs and went straight to code.
TimeReal-time
Data100% Capture
DAY 01 — PROTOTYPE
Mobile Interface
UI design for fast one-handed entry.
DAY 04 — INTEGRATION
Whisper Model
Tuning the model for Czech business terms.
openai.Audio.transcribe(...)
DAY 08 — ROLLOUT
Field Deployment
Sales reps start dictating notes.
Measured Results
Quality
Discipline
Zero friction for data entry
Budget
Follow-up
Tasks never get lost
"The best CRM is the one you don't have to fill out. Voice is the most natural interface for the field."