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AI-Native Customer Experience Platform

An AI-native platform that turns scattered customer signals from CRM, support, and survey tools into prioritized, owned, and tracked action plans.

Services
Web App Development ServicesDedicated Development TeamUI/UX Design Services
Client
Under NDA
Location
Geneva, Switzerland
Industry
Results
50%
lower interface load time
3x
faster analytics aggregation queries
100%
access control coverage across the stack
Current thumbnail
Team
Tech Lead / Software ArchitectAI / LLM EngineerReact DeveloperUI-UX Designer
Technologies
Python
Python
Redis
Redis
MongoDB
MongoDB
ReactJS
ReactJS
Amazon Web Services
Amazon Web Services

Analytics & Operations Cockpit

A full-stack analytics dashboard and operations cockpit that tracks execution across insights, missions, and tasks, backed by a dedicated aggregation layer over the vector store.
  • Custom aggregation routes over Weaviate
  • Real-time metrics across insights, missions, and tasks
  • Configurable dashboards with week-over-week comparisons
  • Insight review with approve and dismiss actions
Analytics & Operations Cockpit

Frontend Rebuild

A complete platform redesign built on a new frontend architecture, spanning task workspaces, data tables, and the data-ingestion views across the product.
  • New frontend architecture built from scratch
  • Task workspaces with sortable, filterable data tables
  • Data pipeline views with per-source ingestion status
  • Consistent interface patterns reused across the platform
Frontend Rebuild

Layered Access Control

A user access-management system enforced consistently across frontend and backend, covering roles, team membership, and departmental structure.
  • Access rights enforced on frontend and backend
  • Role levels for Admin, Manager, and Agent
  • Member states for active, invited, and rejected
  • Request-and-approve flow for access changes
Layered Access Control

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Challenges & Solutions

During our work on this project, we've faced a lot of complicated challenges. We believe that each challenge has a solution. See yourself!
challenge #1
Managing a complex access-rights system
solution #1

A unified access-management layer enforced identically on frontend and backend brought the access-rights system under consistent control.
challenge #2
Running aggregations in the vector store
solution #2

Custom aggregation routes built over the Weaviate vector store produced the synthesised metrics the analytics dashboard needed.
challenge #3
Refactoring the entire application
solution #3

A full application refactor stabilised the codebase for ongoing development.

Clients say

The overall experience working with Incora team was great so far. There is a professional collaboration with our internal teams on some of the projects creating fantastic synergy for our partners. They have been professional, comprehensive and competent throughout the process of our working together. We feel that we have established a relationship with them for years to come. The reaction to our team's work has been overwhelmingly positive.

Victoria West

Victoria West

Co-Founder, VP & BDM at Serious Software

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Anastasiia Pryshliak
Anastasiia Pryshliak
Senior Partnerships Manager

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