The challenge
Jana Nováková founded BrightSpark Agency in Prague in 2021 with a simple thesis: boutique agencies can outperform large agencies by being faster, more personal, and more focused. By 2025 it was working — she'd grown to 50 clients across social media management, paid ads, and content strategy.
The problem: she was still running the agency with just three people, including herself. And the admin was threatening to break them.
Every week: 50 status reports to compile and send. Dozens of client emails to answer, questions to field, small changes to acknowledge. Scheduling conflicts to untangle. Support tickets from clients asking for access links, invoice copies, campaign screenshots. The work of managing clients was eating the time needed to actually serve them.
"I turned down two new clients in Q3 because I genuinely didn't know how we'd handle the admin load. I wasn't ready to hire — the margins don't justify a full-time account manager yet. I needed a different solution."
The gap an AI employee fills: routine reports, emails, scheduling, and first-line support — handled reliably at any hour, without adding headcount.
- 8+ hours/week on status report writing
- Manual response to every routine client email
- Scheduling calls by email back-and-forth
- Support tickets answered only during office hours
- Turned away 2 new clients due to admin overload
- Team regularly working evenings to keep up
- Reports auto-generated and sent every Friday
- 85% of client emails handled without human input
- Scheduling via Calendly link embedded in every response
- Support tickets answered within 8 minutes, 24/7
- Accepted 5 new clients in the first quarter
- Team works regular hours — no evening overflow
The solution
We built Aria's knowledge base from BrightSpark's client onboarding docs, their reporting templates, the most common email types they received, and Jana's tone guide — which she described as "warm but efficient, like a senior account manager."
Aria was connected to their Gmail workspace, Google Calendar, their project management tool (Notion), and a simple support ticket system. The deployment took one working day.
Automated weekly client reports
Every Friday morning, Aria pulls key metrics from their connected tools and generates a personalised status report for each of the 50 clients. Reports are reviewed by Jana in a 20-minute batch review, approved with one click, and sent automatically. What used to take 8+ hours now takes 20 minutes.
Client email management
Aria monitors the shared client inbox and handles routine emails: acknowledging feedback, answering FAQ questions about deliverables and timelines, forwarding access requests with the right links, and triaging urgent issues to Jana with a full context summary.
Meeting scheduling
When a client asks for a call, Aria replies with Jana's or the relevant account manager's Calendly link, the meeting agenda template, and a reminder 1 hour before. No more back-and-forth about time zones and availability.
Support ticket first response
Clients submit support requests (invoice copies, dashboard access, campaign screenshots, etc.) via a simple form. Aria handles ~70% of these automatically — sending files, links, or answers within minutes. The remaining 30% are flagged with context for the team.
The make-or-hire calculation
| Option | Monthly cost | Coverage | Effective cost |
|---|---|---|---|
| Junior account manager (Prague market) | €2,200–€2,800 | 40 hrs/wk, business hours | €2,500/mo |
| Freelance VA (10 hrs/wk admin) | €800–€1,200 | 10 hrs/wk, limited hours | €1,000/mo |
| KlairoAI — Aria | €390/mo | Unlimited, 24/7 | €390/mo |
| Monthly saving vs. junior hire | €2,110/mo | ||
The results
The numbers Jana shared with us after three months of using Aria tell the story clearly. The agency saved 8 hours per week in admin work. The team stopped working evenings. Client response time dropped from an average of 3 hours to under 8 minutes.
Most importantly: Jana accepted 5 new clients in the first quarter after deploying Aria. She'd previously turned away 2 in Q3 due to capacity. That growth — at BrightSpark's average retainer of ~€900/month — represents €4,500/month in new recurring revenue.
"People ask me how we manage 50 clients with three people," Jana told us. "I tell them we have four people. Aria is just the most efficient one."
In this scenario, report automation alone covers Aria’s annual cost — with email handling, scheduling, and ticket responses coming on top.