AI Opportunity Brief

What AI can do for your business

Concrete numbers, real examples, and a calculator to estimate your savings. Finnish SMBs are already recovering millions in capacity.

Industry research

The numbers are clear

50–80%
Reduction in repetitive knowledge work
McKinsey, 2023
40–60%
Customer queries handled autonomously by AI
Gartner, 2023
70%
Faster document processing with AI assistance
MIT Sloan, 2022
20–30%
Higher sales conversion with AI lead scoring
Salesforce Research, 2023
Worked example

A typical Finnish SMB: 50 people

1
Starting point

50 employees each spend 2 hrs/day on document tasks: data entry, email drafting, report writing.

100 hrs/day of repetitive work
2
AI automation

AI handles 75% of these tasks (drafting, extracting, formatting), leaving humans to review and decide.

75 hrs/day recovered
3
Value created

At Finnish average labor cost of €35/hr, recovered capacity equals €75,000–150,000/year in value.

€75,000–150,000/year
ROI Calculator

Calculate your savings

Adjust the sliders to match your company profile.

25
5h
35
Monthly capacity recovered
0 €
Annual capacity recovered
0 €

Based on 60% automation rate of repetitive tasks. Actual results vary by implementation.

By industry

What AI can do in your sector

⚖️

Accounting & Law

  • Contract review & redlining
  • Invoice data extraction
  • Compliance checklist generation
Save 10–15 hrs/week per professional
🛒

E-commerce

  • Customer support automation
  • Returns classification
  • Product description generation
Handle 50%+ of support tickets without staff
👥

Recruitment & HR

  • Resume screening & ranking
  • Interview scheduling
  • Onboarding document generation
Reduce time-to-hire by 30–40%
🏢

Property Management

  • Tenant communication drafting
  • Lease agreement processing
  • Maintenance request routing
Cut tenant response time by 60%
💼

Professional Services

  • Proposal & pitch generation
  • Meeting summary & action items
  • CRM data entry automation
Reclaim 5–8 hrs/week per consultant
Real-world results

Companies that have already done it

Klarna
Sweden
Customer Service

AI assistant handles 2.3M conversations/month, equal to 700 FTE agents

Klarna press release, 2024
Luminance
UK/Global
Legal

Law firms using AI contract review reduce document review time by up to 90%

Luminance case studies, 2023
Unilever
Global
HR & Recruitment

AI screening reduced time-to-hire by 75% and initial screening cost by 90%

HBR, 2019
JP Morgan Chase
USA
Document Processing

COIN AI reviews 12,000 annual credit agreements in seconds (previously took 360,000 hours)

Bloomberg, 2017

Ready to see it in action?

Run your numbers through the calculator above. When the savings make sense, send me a message and we’ll map out where AI fits in your business.