endorsedOngoing

mory AI Assistant — Architecture, Frontend, and Deployment

Services Covered:

AI and Machine Learning • DevOps • UI/UX Design • Software Product Development

Industry

Artificial Intelligence and Machine Learning

Duration

38 months

Budget

1M - 10M

Start Date

1 June 2023

Team Size

11-15 Employees

Engagement Model

Nearshore

Project Capability Score (PCS)

82/100

Strong

Project Capability Score (PCS) estimates how capable ewasoft is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

mory AG

Switzerland

Project Summary

ewasoft DOO designed and implemented the core architecture of mory, an AI assistant platform, delivering backend systems, frontend chat-based interfaces, AI workflow integration, and AWS-based deployment. The vendor launched a public beta, onboarded over 150 users, and reduced admin workload for test users by about 40%. The team managed the project with professional agile processes, proactive communication, and ongoing support.

Key Challenges

Design and develop the core architecture of the mory AI assistant
Implement smart data classification and document handling across emails, meetings, and files
Build an intuitive front-end interface that supports seamless interaction between users and AI

Project Deliverables

Custom backend for AI-driven data classification, document parsing, and task generation
Integration with external data sources such as Google and Microsoft
Clean, responsive front-end chat interface with dynamic widgets
Real-time task suggestion engine based on user behavior and semantic analysis
Admin dashboard and user management features
Automated email parsing and document linking workflows
Full deployment infrastructure on AWS with CI/CD pipelines
Ongoing support and technical consultation throughout launch

Project Solution

ewasoft developed the product architecture and implemented backend and frontend components for the mory AI assistant. Their work included AI workflow integration, a real-time suggestion engine, automated email/document parsing, external integrations with Google and Microsoft, an admin dashboard, and full AWS deployment with CI/CD pipelines. They also provided ongoing support and technical consultation through launch.

Project Outcome

Launched the first public beta of mory
Onboarded over 150 early users within the first weeks
Completed Gmail and Calendar integration ahead of schedule
Reduced manual admin workload for test users by ~40%
Delivered an AI assistant MVP within the original budget

Platforms

Web
Cloud

Tech Stack

Amazon Web Services (AWS)

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“ewasoft DOO has launched the product's first beta version and onboarded over 150 users. The vendor has reduced the admin workload for test users by 40%. The team has managed the project professionally, communicated proactively, and kept clean documentation. Their technical expertise stands out.”
Florian Paschka
CEO
Date: 03/03/2025