of human error and inconsistent customer experiences.
Without a data-integrated system, scaling revenue required linearly scaling headcount—a financially unsustainable model.
The challenge was to decouple growth from operational costs
and transform the department into an automated revenue
engine
Deployed a custom Chatbot Discovery App within the web2app funnel, partnering with the R&D backend to automate structured data ingestion. This architectural shift replaced manual questionnaires with automated routing logic directly into Airtable, eliminating human intervention and ensuring data integrity at the entry point
Leveraged insights from the CSM Team to map critical touchpoints and usage patterns within a unified communication architecture. Integrated Bitrix24 Open Lines and WhatsApp to centralize data flows, empowering the frontline team with real-time data to significantly increase operational speed and personalization.
This infrastructure significantly increases operational velocity and scales system-driven personalization
Identified structural bottlenecks and
re-engineered the workflow logic
in partnership with the CSOM Director.
Architected a predictive analytics layer
(DataRobot) to monitor health metrics,
transitioning the department into a scalable, data-driven operational infrastructure.
- -30% Onboarding Velocity: Optimized onboarding logic reduced cycle time to under 5 days.
- -20% Time-to-Value (TTV): Accelerated client activation through automated data ingestion and systemic "Verbal Close" triggers
- +15% SQL Quality: Integrated feedback loops from the onboarding infrastructure improved lead qualification precision
- >90% CSAT Retention: System-driven, error-free communication significantly raised customer satisfaction scores
- Operational Scalability: Achieved 25% reduction in manual logic dependency, successfully decoupling revenue growth from headcount
