AI Start
Introducing AI Start – a unique and low-risk way to explore the potential of artificial intelligence in your organization. AI Start offers a fast and cost-effective path to validate AI opportunities using Monad’s ready-made MonadGPT environment. Experience the benefits of AI and assess its applicability to your needs—without large upfront investments.

AI Start
What Does AI Start Include?
AI Use Case Discovery
We map out your business goals and identify where AI can bring the most value.
Data Analysis and Preparation
We collect, preprocess, and vectorize your data—ensuring it is clean, structured, and suitable for AI use.
AI Solution Implementation
We deploy your data into the MonadGPT environment, building a practical AI solution ready for immediate testing.
Testing and Evaluation
You receive access to a working AI interface built on your own data. You can test it hands-on, receive feedback, and get actionable development suggestions.
AI Start
What Does the AI Start Process Look Like?
01
Consultation and Needs Assessment
- We define your business objectives and identify AI opportunities.
- We help uncover real problems AI could solve in your organization.
02
Data Preparation
- We gather and process your data (e.g. documentation, Q&A pairs).
- We vectorize the data and store it in a vector database.
- We ensure the data is suitable for language model use.
03
AI Solution Build and Integration
- We integrate the vector database and a language model (e.g. OpenAI GPT-4o).
- We provide a user interface for practical testing.
- We ensure the solution is easy to use and performs reliably.
04
Testing and Feedback
- You test the AI using the provided interface.
- We analyze the quality and relevance of the data and collect feedback.
- You receive recommendations for further development.
Monad helped us build a generative AI solution that surfaces hidden knowledge and makes scattered information far more usable.
Repe Mäensivu, Lojer
AI Start
When Is AI Useful?
AI can efficiently solve challenges such as:
Repetitive knowledge work
Tasks like documentation, report generation, analysis, or form-filling.
Fragmented information
Managing content across emails, intranets, ERPs, product catalogs, manuals, or support tickets.
Customer service
Drafting responses to repetitive questions or inquiries.
Manual data entry
Transferring information between systems (e.g. from emails or calls).
Data migration
Converting formats or moving data from paper to digital systems.
AI Start
What Are the Business Benefits?
AI Start is designed to help companies of all sizes safely explore generative AI.
Fast Results with Minimal Investment
Get tangible outcomes and valuable insights with a lightweight process.
Low Risk, Low Cost
AI Start is a budget-friendly, low-risk way to trial AI before committing to larger initiatives.
Hands-On Experience
Use AI with your own data, understand its capabilities, and assess real-world fit.
Foundation for Long-Term Innovation
Build a roadmap for further AI adoption and long-term competitive advantage.
AI Start
Use Cases
☎️
Enhancing Customer Service
Chatbots can respond to common questions in real-time, while AI knowledge bases assist agents with more complex inquiries—improving response time and quality.
🧮
Supporting Sales and Proposal Creation
AI helps identify the right product or service from large catalogs and ensures proposals align with customer needs.
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Maintenance Support
AI enables technicians to quickly find information in manuals and guides, understand typical device behaviors, and locate spare parts—reducing errors and downtime.
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Sustainability Reporting
AI collects and analyzes environmental data to produce automated reports—helping companies track their impact and meet sustainability goals more efficiently.
Our Experience
Our AI Start in Action – Trusted by These Clients
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Lojer: With a modern AI solution towards more efficient information management
The dispersion of valuable information poses a challenge even for Lojer, the largest manufacturer of hospital and healthcare furniture in
Let’s Continue from Here
Here’s How It Works
01
Get in Touch
You don’t need a polished business plan or a finished spec. The best way to move forward is to set up a casual conversation. Drop us a message or give Tomi a call!
02
Let’s Talk
We’ll go through your situation and needs together. We’ll explore if we can help. There’s no obligation and no cost at this stage.
03
We’ll Make a Proposal
Once we have a clearer picture of your needs, we’ll put together a proposal on how we could proceed.
Let’s Connect
Let’s go through your situation and needs together — and we’ll put together a proposal on how to move forward.
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Tomi Niemenmaa
Head of Sales
