What AI can really do in a smaller company

Artificial intelligence is discussed in extremes: either it will replace half the staff or it is a passing fad. For a company of ten or fifty people the more useful question is which jobs it can reliably make easier today, and at what cost.

Where it genuinely helps today

• Sorting and summarizing. Email, inquiries and documents can be sorted automatically by topic and urgency and summarized in a few sentences.
• Answers to frequent questions. An assistant that answers on the basis of your instructions, price lists and rules relieves support of repetitive questions.
• Extracting data from documents. Amounts, dates and names can be pulled from invoices, contracts and forms and entered into a system without retyping.
• Searching your own knowledge. Instead of digging through folders, an employee asks a question and gets an answer with a link to the source document.
• First drafts. Offers, product descriptions and replies to clients come faster when you start from a draft rather than a blank page.

Where caution is needed

• Accuracy. Models can write convincingly even what is not true. Anything going to a client or into the books should be reviewed by a person.
• Confidential data. Before you put contracts or personal data into a tool, check where the data is processed and who has access to it.
• Decisions about people. Do not leave hiring, evaluation and approvals to automation.

How to begin

• Choose one job that repeats, takes hours and has clear rules.
• Measure how long it takes today and how many errors occur.
• Build a small pilot and use it for a month with human review.
• Compare the numbers. If the benefit is real, expand; if not, you stopped in time and at low cost.

The best results come when AI is built into the tools people already use, not when they are handed yet another separate program. Read how this looks in practice on the AI Solutions page.