CUSTOM AI SYSTEMS. BUILT FROM EXPERIENCE.
Agents that research.
Build. Make the call.
Custom AI agents. Real responsibilities. Your team in control.
Founder-led AI engineering · Estonia → Worldwide
Supplier update
How it works
“Check our delivery date.”
The brief
Every outbound call requires approval.
The work
Introduces itself as AI; cannot agree to payments or contracts.
Research first. Then call.
| Design | Benefit | Tradeoff |
|---|---|---|
| Caller researches | Fewer handoffs | More tool access |
| Researcher → caller | Separate roles | Extra handoff |
How it works
“Who checks the facts before a call?”
The brief
Based on a real design decision in our own system.
The work
Evidence and uncertainty stay together.
Same event. No repeat handler.
How it works
“A retried call report must not run twice.”
The brief
Based on the call-event handling in our own system.
The work
Durable event keys distinguish new reports from retries.
One inbox.
Every customer covered.
Explore the demo ↗How it works
“Launch our new shared inbox.”
The brief
Audience → feature → next action.
The work
Publishing requires the owner’s approval.
Customer-facing copy needs my review.
Source: owner’s decision · Awaiting approvalHow it works
“Keep this decision for next time.”
The brief
Keep the decision, leave the chatter.
The work
Proposing a memory does not save it.
Example outputs. No live calls or actions. Inside the system ↗
Audit
Two weeks. A clear plan for where AI belongs.
02Build
Custom agents, connected to your tools and team.
03CTO
Technical direction from an architect who builds.
FOUNDER-LED. WORLDWIDE.
Your architect.
Directly.
Elkin Akhundzada. 20+ years building production systems across AI, fintech, and regulated environments.
Meet Elkin on LinkedIn ↗What would
you hand over?
Tell us. We’ll reply within two working days.
we@verv.digital