SAPUN

SAPUN

We start with your process, not with AI

Good automation starts with understanding what people do every day and where routine slows them down.

SAPUN

From the current process to the first launch

Important decisions stay human-reviewed
01

Current work

02

Repeated task

03

Small automation

04

Human review

05

Working next step

SAPUN is built on practical experience gained since 1994 in business, sales and B2B operations. That is why we start not by choosing an AI tool, but by understanding how the work actually gets done. SAPUN is a Georgian company. We work remotely with clients in international markets.

Method

Three stages instead of a long manual.

Each stage should produce a clear result without creating work for the sake of automation.

01

See how the work happens now

Find where the enquiry arrives, who answers, what needs clarification and where data is copied manually.

Enquiry channels

Repeated questions

Lost time

02

Choose one repeated task

Find a small part that can be tested quickly without introducing a large system.

Clear boundary

Real enquiries

Small first launch

03

Launch with human control

AI prepares structure, a draft or a reminder. A person reviews the result and makes the decision.

No auto-send

Pricing stays human

Improve after testing

AI prepares structure, drafts and reminders. Pricing, terms and final decisions stay with people.

Next step

Tell us about the task — we’ll identify the first useful automation.

No detailed brief is needed. The consultation and process review are free. You only pay after you approve the proposed solution.

Discuss the task