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26 contributions to AI Automation Agency Hub
Currently building voice infrastructure for a matrimony company in Karnataka.
Interesting constraint: most of their inbound is in Kannada. Standard English-language voice agents are useless here — the moment a customer hears an accent that doesn't match their context, they hang up. Two weeks of testing went into getting the Kannada TTS to not sound robotic. Switched from ElevenLabs to Sarvam. Iterated on the prompt structure 9 times. Added Kannada filler words ("hmm", "haan") to make pauses feel natural. The technical work nobody talks about: voice agents in vernacular languages are 10x harder than English-only deployments. Every word has to feel native. One robotic syllable and the call is dead. But the market opportunity is also 10x bigger. 600M+ people in India transact in vernacular languages. Almost nobody is building serious voice infrastructure for them. Reminder for anyone building: the languages, markets, and demographics that get ignored by global products are usually the highest-margin opportunities for local operators.
Useful frame I've been using when auditing founder operations:
Map every function in your business against this 2x2: X-axis: How often does this happen? (Daily → Annually) Y-axis: Does it require human judgment or human execution? Everything in the top-left quadrant (daily + execution-only) should be infrastructure. No exceptions. If you're doing those tasks yourself or paying someone to do them, you have an inefficiency hidden in plain sight. Top-right (daily + judgment) is where your humans should live. That's the high-leverage zone. Bottom half (occasional) — doesn't matter that much. Solve when it becomes painful. Most founders have their best people doing top-left work. That's the gap. Run this for your business this week. The first time I did it, I found ₹2L/month worth of executive time being spent on tasks no executive should have been touching.
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@Hussam Khatib Great question. It only looks complicated when you map the whole business at once — so don't. Map one person's actual week. Here's mine. Top-left (daily + execution): first reply to inbound leads, sending the same proposal templates, chasing invoices, CRM updates. All of it = infrastructure, no exceptions. Top-right (daily + judgment), where I should actually sit: pricing odd deals, choosing partnerships, judging if a lead is real. The ₹2L came from realising ~12 hrs/week of my time was sitting in the top-left. Multiply by what founder time is worth, annualise it, and the leak's obvious. One person, one week, 20 minutes — that's the whole exercise.
Quick question for the agency owners / operators in here:
What's the highest-ROI automation you've built or bought in the last 12 months — and what would it have cost you to keep doing manually? Trying to build a list of high-leverage moves operators are actually making in 2026 (not the generic "automate your CRM" advice). Will share what I'm seeing patterns-wise from my own client work in the comments.
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Worked with a founder last month who was paying three full-time people just to handle inbound WhatsApp messages.
₹1.2L/month total. Three salaries. Three sets of leaves, sick days, ramp time, training overhead. Their entire job: read incoming message, respond with template, log to spreadsheet, escalate qualified ones to sales. We replaced the entire function with one AI agent in 4 days. ₹40k one-time + ₹15k/month. Same throughput. Better consistency. No leaves. Three months later he told me the most surprising thing wasn't the cost savings. It was that he hadn't realized how much of his own attention those three roles had been consuming. The hiring conversations. The performance reviews. The replacement when someone quit. The real cost wasn't the salaries. I t was that running a 3-person team was taking up the bandwidth he should have been spending on strategy. Sometimes the leverage isn't in cost. It's in attention reclaimed.
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The hardest part of building a business in 2026 isn't doing the work.
It's having the discipline to stop doing work that shouldn't be on your desk. Most founders confuse "busy" with "productive." They feel productive because they're handling 80 things a day. But 60 of those 80 things should be running without them. The audit nobody runs: Take everything you did this week. Mark each task: would this still need to happen if I disappeared tomorrow? If yes, it shouldn't be your work. If no, it shouldn't exist at all. Most founders find that 50-70% of their week falls into category one. That's the leak. What's something you did this week that absolutely needed you specifically? And what's something you did that any well-designed system could have done while you slept?
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Aditya Raju
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34points to level up
@aditya-raju-7974
Building the future.

Active 9h ago
Joined Apr 7, 2026
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