AI & Automation

The useful future is software that proposes; systems of record that decide. Assistants get better. Ledgers stay ledgers.

Start with tools your staff already use, on tasks that produce a draft — not with a custom model and a transformation programme.

Use traditional software when the rule must be the same every time. Use AI when the input is messy language or images and a person can check the output.

These ten work when a person still owns the exception. They fail when you need a perfect, auditable number every time.

AI changes operations where language and pattern-matching were the bottleneck. It does not replace a missing system of record.