A tool you use
ChatGPT
Every step needs you in the loop.
- You open ChatGPT
- You write a prompt
- You copy the answer
- You paste it into an email
- You log it in the CRM
Manual
Every step
Every time
Manual repeat
BUMA SYSTEMS
AI Operations Studio · Ljubljana
Less manual work.
Faster replies. Processes that
run themselves.
We connect your email, documents, CRM, orders and reporting into automated workflows — with employee approval at the steps that matter.
Step-by-step rollout · Works with your existing tools · Human approval where it matters
Where companies lose time
Every day, the same tasks: retyping, replying, coordinating.
Orders someone retypes into your system by hand. Inquiries that wait for a reply until tomorrow. Reports that eat half of every Monday. This is what business process automation for companies solves: less manual work, faster replies and processes that run themselves — with human oversight where you want it.
Learn how we help
Documents & orders
The system reads an incoming email or PDF, extracts the order data and prepares the entry for your system — your team just confirms it.
Customer communication
Common questions get an instant answer from your data. Everything else is sorted by urgency and handed to your team with full context.
Sales, CRM & reporting
Quotes prepared from your price lists, CRM records kept in sync, and a weekly report assembled from your data — without manual work.
The goal isn’t to replace people. It’s to let your people do the work where they’re irreplaceable.
The most common misunderstanding
ChatGPT writes emails. Our agents send them.
Most people think AI equals ChatGPT. It doesn’t. Here’s the difference — in plain terms.
A worker that performs
AI Agent
Runs the full loop without you.
- Lead arrives
- System detects intent
- System drafts the reply
- System sends + logs it
- System keeps going 24/7
Seconds
Per task
24/7
Automatic
ChatGPT is a tool. An AI agent is a worker.
The difference isn’t intelligence. It’s autonomy.
See what we build01 / 04
An inquiry arrives.
Email, PDF or web form — the system captures it in seconds and recognizes the customer and the type of request.
Data extracted and checked.
The system pulls out the key details, checks them against your data, and flags anything that needs a human look.
Reply drafted — you approve it.
The system prepares the reply, quote or order confirmation. At the steps that matter, an employee reviews and approves it before anything goes out.
Everything logged and in sync.
CRM updated, the team notified, every action written to an audit trail. Nothing slips through the cracks.
Incoming leads
Last 60s
14:02:11
14:01:47
14:00:22
Marko Novak
Helia Group · demo data
Customer recognized✓
Order data complete✓
Stock checked✓
Delivery date feasible✓
Ready for review
4/4
Sent
Re: Pricing for Helia Group
To · marko@helia.example
Hi Marko,
Thanks for the pricing request — saw you’re scaling Helia’s revenue ops, congrats.
For teams your size, our middle tier usually fits best. I’ve attached a one-page
▸ Sent · after approval
14:02:38
Marko Novak
Helia Group · marko@helia.example
14:02:11 · today
Lead created
From web form · pricing page
14:02:24
✓Qualified by agent
Composite score 84/100 · priority HIGH
14:02:38
✓Email sent
Reviewed and approved by employee
14:04:02
✓Meeting suggested
Tue 16:00 · added to your calendar
Illustrative interface mock-up — names and data are fictional.
01 / 04
An inquiry arrives.
Email, PDF or web form — captured in seconds, customer and request type recognized.
02 / 04
Data extracted and checked.
Key details pulled out and checked against your data. Anything unclear is flagged for a human.
03 / 04
Reply drafted — you approve it.
The system prepares the reply or quote. An employee approves it before anything goes out.
04 / 04
Everything logged and in sync.
CRM updated, team notified, every action written to an audit trail.
This is one workflow. We build dozens.
Explore services
How rollout works
From analysis to a working system — step by step.
No big-bang projects. We start with one process, prove it works, then expand.
01
Process analysis
We map how the process runs today and assess whether automation is worth it at all.
02
Prototype
A working version built on your real examples — so you see results before committing.
03
Testing
The system runs alongside your current work. We compare outputs and fix what's off.
04
Go-live
Rollout to production, team training, and human approval built in where you want it.
05
Measurement
We track time saved and output quality, and keep improving the system after launch.
Typical rollout takes 2–6 weeks depending on process complexity. Smaller automations can be live in days.
Safety & control
Automation you can audit — not a black box.
Human approval
At the steps that matter — quotes, replies, orders — an employee reviews and approves before anything goes out.
Full audit trail
Every action the system takes is logged: what, when, and based on what data. Nothing is hidden.
Your data, your accounts
Systems run on your infrastructure and your accounts. You hold the access — walk away anytime and it keeps running.
Gradual rollout
We start with one process and expand only when the results justify it. No all-or-nothing projects.
FAQ
Questions we hear most often.
What's the difference between ChatGPT and an AI agent?
ChatGPT is a tool you use by hand. An AI agent from BUMA Systems runs your process on its own — from receiving an inquiry to preparing the reply — with employee approval where it matters.
How long does rollout take?
A typical rollout takes 2–6 weeks, depending on the complexity of your processes. Smaller automations can be ready in about 5 days.
Will I have to replace my tools?
No. We build around your existing tools — CRM, email, Excel, Google Workspace. No vendor lock-in.
What if BUMA Systems disappears?
Everything we build is yours. Workflows, code and access stay with you. No technical debt.
How much does it cost?
Pricing is agreed per project and depends on scope. Tell us about your process and we’ll prepare a concrete quote.
What makes BUMA Systems different?
We build from a sales and operations perspective — 17 years of B2B experience behind it. We understand the business, not just the technology. And we say 'no' before we say 'yes'.
Tell us about your process
Describe one process that eats your team’s time.
In the intro conversation we assess whether the process is a fit for automation, which integrations with your existing tools are needed, and where the biggest savings are. We reply within 24 hours — honestly, even if the answer is ‘no’.
- Reply within 24 hours
- Honest answer, even if it’s a ‘no’
- No obligation, no sales pressure
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Ljubljana, Slovenia