Case Study · AI Automation · AI Chatbot

14 hours a week back: how Meridian Advisory automated their intake with AI.

A Sydney advisory firm was spending 14+ hours every week on admin tasks that didn't need a human: answering repetitive inbound queries, triaging contact form submissions, and manually scheduling initial consultations. Three weeks later, an AI chatbot and automated workflow were handling it.

Client Meridian Advisory Name changed for privacy
IndustryProfessional Services / Advisory
LocationSydney, NSW
ServicesAI Automation · AI Chatbot
Build time3 weeks
14 hr Per week saved on admin
68% Inbound queries handled by chatbot
3 wk From brief to live deployment
0 Staff hours on routine triage
// 01 — THE CHALLENGE

Qualified advisors doing receptionist work.

Meridian Advisory is a specialist firm. Their advisors are senior, their work is complex, and their time is expensive. But when we did a time audit in the discovery session, the picture was sobering: between the team, they were collectively spending 14 hours every week on tasks that had nothing to do with advising clients.

The bulk of that time was falling into three buckets. First, answering inbound enquiries via email and the website contact form — many of which were asking the same five questions about services, fees, and process. Second, manually triaging those enquiries to figure out whether a lead was qualified and which advisor should handle them. Third, going back and forth to schedule initial consultations, a process that often took three to five emails per booking.

None of this required a senior advisor. All of it was getting done by senior advisors anyway, because the firm didn't have dedicated admin support and hadn't found an off-the-shelf tool that fit their workflows without a significant configuration burden.

The brief was tight: find and automate the 80% of inbound that doesn't need a human, get it live quickly, and do it in a way that doesn't feel like the firm is hiding behind a bot. Clients still need to feel like they're dealing with a serious, responsive organisation — the automation just needs to handle the parts that don't require judgement.

// 02 — THE APPROACH

Map the work. Automate the repeatable.

// 03 — THE RESULTS

Time back. Quality up.

In the first four weeks post-deployment, the chatbot handled 68% of all inbound queries without human intervention. Of those, fewer than 4% required a follow-up correction or escalation — the training coverage was strong enough that the bot was reliably accurate on the queries it was fielding.

The team's weekly time-on-admin dropped from 14 hours to roughly 3.5 hours — the remaining manual time covering genuinely complex or sensitive conversations that warranted a human. That 10+ hours recovered per week has been redirected into billable client work.

The triage automation has also improved lead quality. Before, advisors were spending time on enquiries that weren't a genuine fit before realising that fact. Now, poorly-matched enquiries are identified early and routed to a polite, automated response explaining the firm's focus — freeing advisor time for leads with real potential.

The scheduling integration cut the average time to booked consultation from 3.2 days to same-day for qualified inbound leads, which has had a secondary effect on conversion: fewer leads are going cold between enquiry and first conversation because the friction has been removed.

"We were sceptical about AI handling client-facing communication — reputation matters in our sector and we can't afford to sound like a bot. But the chatbot was trained well enough that we've had clients come to their first consultation having already formed a positive impression from the website interaction. The time saving was real from week one."
— Managing Director, Meridian Advisory | Professional Services, Sydney NSW
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