Case studies. Diagnostic findings. The actual numbers.

What AI workflow implementation looks like in practice, for small Swiss service businesses. No abstractions, no vendor case studies, no benchmarks from companies with a hundred people. The work described here is ours.

Company 3 min read

Why we built MEIKAI

Most small businesses know exactly which tasks waste their time. What they don't have is someone who will map those tasks and build the system that eliminates them.

Read the piece
Method 8 min read

The 5 workflows every small service business should automate first

Most automation projects fail because they start in the wrong place. Follow-up sequences, document assembly, reporting, onboarding, scheduling: here is where to start and why.

Read the piece
Accounting practice 7 min read

The implementation that took eleven weeks instead of four

We quoted four weeks. It took eleven. A data quality problem we did not catch early enough, and what we learned about scoping engagements for businesses that have never documented their own processes.

Read the account
Law firm 6 min read

The three hours a Swiss law firm recovered every week

A four-lawyer firm in Lugano was spending 9.2 hours of partner-level time per month on client intake. The cost was invisible because no one had counted it. Here is what the Clarity Scan found, what we built, and what the result looked like five weeks later.

Read the case study
Method 5 min read

Why most small service businesses automate the wrong thing first

The most painful task and the most expensive task are almost never the same one. The reason owners consistently get this wrong. And what a structured diagnostic finds that intuition misses.

Read the piece
Architecture studio 6 min read

What a 4-person architecture studio was losing to manual admin

Three workflows, one spreadsheet, CHF 30,020 per year in recoverable capacity. The maths is simple once you do it. The hard part is making the cost visible in the first place.

Read the analysis
Physiotherapy clinic 7 min read

Six months after the Clarity Scan: what a Geneva clinic's operations look like now

A month-by-month account of what happened after the diagnostic. Including what broke, how it was caught, and what the receptionist said in month five that didn't appear in any spreadsheet.

Read the account
Method 8 min read

What an AI workflow audit actually delivers

Most businesses start by asking which tools to buy. That is the wrong question. Here is what a structured audit finds that intuition misses.

Read the piece
Industry 9 min read

AI automation for accounting firms: what works and what does not

Accounting practices lose 10 to 18 hours per week to manual data handling and reporting cycles. Here is what AI can reliably automate today.

Read the piece
Method 8 min read

How much does AI workflow automation cost for a small business

The complete cost structure: from CHF 490 diagnostic (introductory), CHF 3,000–8,000 per sprint, CHF 500–1,500 monthly maintenance. With the return figures that make the numbers make sense.

Read the analysis
Industry 8 min read

AI automation for law firms in Switzerland: intake, billing, compliance

Law firms are cautious about automation for good reason. But caution is often applied to the wrong workflows. What can be automated safely in a Swiss legal practice.

Read the piece
Method 7 min read

5 signs your business is ready for AI workflow automation

The most common mistake with AI automation is starting before the conditions for success are in place. Read this before you commit to anything.

Read the piece
Physiotherapy clinic 6 min read

How a physiotherapy clinic recovered 4 hours a week from intake and billing

Paper intake forms, 45 minutes a day of reminder calls, and a monthly billing reconciliation that consumed a Saturday afternoon. What the Clarity Scan found and what changed.

Read the case study
Real estate agency 6 min read

How a real estate agency stopped losing leads to slow follow-up

38% of inbound inquiries were receiving zero follow-up. Not because agents didn't care — because there was no system. What the numbers looked like eight weeks after the Sprint.

Read the case study
Consulting firm 6 min read

The billing gap: what a three-consultant firm was leaving unbilled every month

CHF 14,400 per year in worked hours that were never invoiced. The time was spent. It was simply not captured. What happens when you compare the calendar against the invoices.

Read the case study
Method 7 min read

From first call to first automation: what the timeline actually looks like

The Clarity Scan takes 7 business days. A Sprint takes 6 weeks. Total time from you across both: around 3.5 hours. Specific answers to every calendar question before starting.

Read the article
Method 6 min read

AI automation with a team of 3: why size is not the barrier you think it is

A 3-person firm losing 4 hours/week per person loses CHF 103,680 per year in capacity. Small teams are often better candidates than large ones. Here is the arithmetic.

Read the article
Method 7 min read

Why your last automation attempt failed (and what is different this time)

Three patterns account for most failed automation projects. None of them are about the technology. All of them are about the order of operations.

Read the article
Method 7 min read

How we calculate the real cost of manual workflows (and why most estimates are wrong)

Most professionals only measure one of the three components. Time cost, error cost, and opportunity cost. The full formula consistently produces a number 2-3x higher than the estimate.

Read the article
Method 8 min read

MEIKAI vs. the alternatives: DIY, freelancers, or a large consultancy

An honest comparison of four routes to automation, including when MEIKAI is not the right fit. Cost, timeline, risk, and maintenance for each option.

Read the comparison
Tools 9 min read

Make vs n8n vs Zapier: which automation tool fits your business

The tool question comes up in almost every Clarity Scan conversation. The honest answer depends on your technical profile, budget, and workflow count.

Read the comparison