Case Studies

Operations AI case studies.

Agentic AI applied to operations — real implementations delivering measurable ROI.

Applying agentic AI automation in document management for the construction industry

Tyce.ai

1000+
lines in a typical price estimation spreadsheet
600+
pages in a typical Canadian documentation set

The project started from an idea that I thought had 20% chance of working, and finished in a complete and maintainable codebase that we could easily integrate into our product in a week.”

Anuar Yeraliyev
Co-founder & CTO, tyce.ai

Multi-agent AI-support facilitating highly customized order completion

70%
of new users need significant guidance
11.76%
increase in orders from day 1 of the Australian launch

Multi-Agent financial coach and assistant

6
Agents composing system in total
2
Agentic coaches with opposite attitudes

Transforming price estimation and customer support with Agentic AI

Engraved Die Manufacturer

72%
Time of work reduction
20yrs
Database of client interactions now instantly queryable

Multilingual AI agent-powered chatbot supporting journalist training

1%→100%
inquiry response rate — before vs after
22
countries served by ARIJ Network

The team at Vstorm was very helpful, their insight and experience helped us greatly in our project. They were very professional at every step of the way and made the whole process feel seamless. They made sure that every step between defining the scope and receiving the final product was smooth without adding any burden to us”

Nabil al-Masri
Senior Digital Officer at ARIJ Network

Intelligent automation with actionable AI Agents for the US telecommunication company

US Telecommunications Provider

98%
automation of device activation workflows
10×
efficiency improvement in error processing

Advanced RAG Engineering for real estate due diligence AI Agent

$2k–3k
saved per due diligence project
minutes
vs weeks for full due diligence analysis

We are performing due diligence on a 90-acre land, which includes creating a detailed sketch plan and meeting with multiple consultants. By leveraging Mapline's insights, we can streamline this process, potentially saving $2,000–$3,000 while significantly boosting efficiency.”

Mapline.ai end-user

Agentic AI in bringing visual order to public spaces

Undisclosed

33.9M
potential users/citizens the system needs to handle data inflow from
13
administrative regions (Amanas) across Saudi Arabia covered by the unified reporting platform

Multi-channel AI Agent for personalized appointments in Healthcare

US Healthcare (Medicare Advantage)

5hrs+
saved per doctor per week
20%+
increase in patient engagement

Agentic AI claim processing: from hours of manual review to minutes of verified analysis

Undisclosed US Healthcare Insurer

3hrs
manual processing time before
8min
claim processing time now

RAG: Automation e-mail response with AI and LLMs

151
countries served with automated email responses
2M+
customers served annually by Senetic

Reduced time-to-market with hyper-automated reports using AI Translation with LLMs

14,000
translation variations automated
8
languages supported automatically

The Vstorm team is very systematic when it comes to producing their deliverables. They are transparent with all of their tasks and when a problem arises, each member is willing to work overtime and weekends to ensure that it gets solved as quickly as possible.”

Global Director, MindSonar

LLM-powered voice assistant for call-center.

Call Center
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