40%
Average efficiency improvement
We quantify operational impact from day one. AI-native redesign produces measurable gains - not theoretical transformation.
40%
Average efficiency improvement
1-2 weeks
Prototype validation time
90%+
Operator adoption in deployed systems
EU+
Active industry experience across multiple sectors
Thousands of handwritten operational documents processed manually with delays and high error rates.
Mobile capture, AI validation, and direct ERP integration removing manual data entry entirely.
Spreadsheets and WhatsApp threads work - until they don't. Data arrives days late, costs surface at month-end.
Chat-native operational layer inside Telegram or WhatsApp. No new apps, no training.
Marketing teams buy placements before they know whether a channel has real reach, stable audience response, acceptable risk, and enough evidence to trust the spend.
Evaluator for public Telegram channels. The system compares a shortlist, scores fit, confidence, risk, ad load, and reach, then returns a decision dashboard.