How do AI and automation turn routine work into scalable business?
AI and automation turn routine work scalable when repetitive manual work is handed over to software: volume can grow without headcount growing in the same proportion. Empirica builds these solutions for growth companies in three stages. A fixed-price, 1–2 week assessment typically identifies 5–10 automation opportunities and their value in euros, implementation builds the solution on top of your existing systems, and continuous development keeps it in shape as your business changes.
Most companies don't need more tools, they need better execution.
1–2 weeks
assessment duration
5–10
automation opportunities
Live in weeks
not a months-long project
Market context
How many Finnish companies use AI, and where does the benefit fail to materialise?
According to Statistics Finland, 38% of Finnish companies employing at least ten people used AI technologies in spring 2025, up from 24% a year earlier. In Eurostat's comparison Finland ranked second highest in the EU at 37.8%, behind Denmark (42.0%), while the EU average was 20.0%. Adoption does not equal benefit: in the same Statistics Finland data, only 15% of companies had documented guidelines and practices for using AI. The difference comes from implementation, not from picking the right tool. The benefit fails to materialise when AI stays an aid for individuals instead of becoming part of a process that is measured and maintained.
38%
of Finnish companies used AI technologies in spring 2025, up from 24% a year earlier
Statistics Finland, 27 Nov 2025
68%
of companies employing at least 100 people used AI technologies
Statistics Finland, 27 Nov 2025
15%
had documented their guidelines and practices for using AI
Statistics Finland, 27 Nov 2025
37.8%
Finland's share in the EU comparison, against an EU average of 20.0%
Eurostat, 11 Dec 2025
Regulation
What does the EU AI Act require of an AI solution?
The transparency obligations in Article 50 of the EU AI Act (Regulation (EU) 2024/1689) have applied since 2 August 2026, so they are already in force. In practice, users must be told when they are interacting with an AI system, and AI-generated content must be marked in a machine-readable form. We build these obligations into the implementation, and in the assessment we also review the automations already in customer-facing use and whether they meet the requirements.
What we automate
Which processes are worth automating with AI and automation?
The biggest gains come from repetitive, rule-based work that ties up the most time: sales and CRM routines, reporting and analytics, repetitive customer support requests, internal processes, and data handling. We automate whatever repeats most often and takes the most time in each case, and leave the exceptions and decisions to people. Where to target automation first is decided in the assessment, based on impact and feasibility.
Internal processes
Connect disjointed processes into smooth, automated workflows.
Data processing
Automate complex data transformation and transfer between systems.
Reporting and analytics
Eliminate manual data gathering and create real-time visibility.
Sales operations
Automate lead management, follow-ups, and CRM workflows.
Customer support
Scale support with AI-powered assistants and automated routing.
What we build
What kind of AI solutions does Empirica build?
We build practical operational solutions: workflow automations, AI-powered internal tools, AI assistants and copilots, intelligent reporting workflows, and AI-assisted decision-making and monitoring solutions. The scope and goals of each solution are defined in the assessment before implementation: the goal is a solution whose value is measurable in euros or saved work hours, not a demo. The focus is on automation that works in production and integrates with your existing operations.
Integrations
Does the automation work with my existing systems?
Yes. We don't require system replacements, we build the solutions on top of your existing CRM, ERP, and operational platforms through API integrations and cloud services. This means automation is live in weeks instead of a months-long change project, and implementation includes a 30-day guarantee for fixing bugs that appear after go-live.
Systems
Technology
Related services
Assessment → Implementation → Development
How does an AI project progress from assessment to continuous development?
The assessment produces a prioritized plan that implementation is built on: we connect your existing systems, test the solution together, and roll it out in weeks. After go-live, implementation is covered by a 30-day guarantee, and continuous AIRO development takes responsibility for keeping the solution working: it monitors the automation, spots anomalies, tunes the logic as your business changes, and reports monthly on what happened and why. This way automation evolves with your business instead of going stale.
Assessment
A fixed-price assessment produces a prioritized plan: what's worth automating first and what it delivers in euros. The price is credited if you proceed to implementation.
Read more about the assessment →Implementation
We build the solution based on the assessment's plan on top of your existing systems and roll it out together with testing. Implementation includes a 30-day guarantee.
See how we connect systems →Development
The AIRO development service monitors and tunes the solution monthly, so automation doesn't go stale as models or the business change. You get a monthly report on the situation.
See how we work in practice →Who we work with
Who are the AI solutions for?
Our solutions are designed for Finnish SMEs and mid-sized growth companies as well as large enterprises where repetitive manual work ties up staff and the operational load grows faster than the team. We're a particularly good fit when a company is considering an additional hire as the operational load grows: automation shows which part of that load can be handled without a new hire.
We're a good fit if:
- ✓you want to scale operations without new hires
- ✓repetitive manual work ties up staff every day
- ✓you're considering an additional hire as the operational load grows
"We don't just build AI. We build the ways of working that help your company grow without friction."
Related use cases
See how it works in practice
Sources
Where do the figures on this page come from?
- AI technologies were used by 38% of enterprises in 2025 (in Finnish)
Statistics Finland, published 27 November 2025
Use of information technology in enterprises statistics. Sample: enterprises employing at least 10 people, figures describe the situation in spring 2025.
- 20% of EU enterprises use AI technologies
Eurostat, published 11 December 2025
Comparison of EU countries based on 2025 data. Finland 37.8%, Denmark 42.0%, EU average 20.0%.
- Regulation (EU) 2024/1689 of the European Parliament and of the Council (AI Act)
EUR-Lex, European Union, published 12 July 2024
The transparency obligations in Article 50 have applied since 2 August 2026.
The figures in these sources were last checked on 3 September 2026.
What work in your operations is worth automating first?
A fixed-price assessment shows where to start and what it delivers. The price is fully credited if you proceed to implementation.