After a while you'll reach a point where you might want to go down the agency route. The only issue? I've run into too many businesses that don't want to work with me if I operate an agency. Every single time they've said that, I found it kind of weird because I didn't fully understand the problem. But after doing some digging I figured it out. What seems to happen when a business works with an agency: - The response time from the agency starts to get slower and slower - The person in charge is not the most skilled, but the cheapest person to manage the system - When the system breaks it takes forever to fix it And the agency has multiple clients to juggle, so they can't put all of their attention on one single business. But as a freelancer you could probably handle 5 clients at the same time and make it work. So it raises the question, when should you go from one person to an agency? For me, I'll skip the agency path. I can manage between 3 to 5 clients easily without any extra help. And if I have too many clients, I'd rather raise my prices and have fewer, which is what I've been doing. From my experience, 5 clients at $2k to $5k each is something I can manage. And most businesses rarely need help 24/7. What about you? Does the agency route seem interesting, or would you rather stay a solo freelancer?

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PhD student facing dissertation deadline in 4 months. Literature review: 6 months behind schedule already. Required comprehensive review of 200+ academic papers. Extract methodology, findings, limitations from each. Synthesize into coherent narrative demonstrating research gap. Manual approach: Read each paper carefully (45 minutes average), take detailed notes, extract relevant quotes, log complete citations properly. Estimated total time: 120+ hours minimum for thorough review. Current progress after 2 months of dedicated work: 34 papers fully reviewed, 166 still remaining. At current pace: 8 additional months needed to complete. Critical problem: Dissertation defense scheduled in exactly 4 months. Advisor already expressing serious concern about timeline viability. She paid me $1,800 to build academic paper processing system that could accelerate this dramatically. System functionality: Upload research paper PDF → Automatically extract key structured terms (title, authors, publication year, methodology type, sample size, key findings, stated limitations) → Generate concise one-paragraph summary → Auto-tag by research method category → Create fully searchable database. Processing time per paper: 3 minutes average versus 45 minutes manual reading and note-taking. Implementation timeline: Weekend 1 system development and testing. Weeks 1-3 systematically processed 247 papers (discovered more relevant papers than originally planned during search expansion). Total project time including setup: 22 hours from start to complete database. Result: Comprehensive literature review completed in 3 weeks instead of projected 8 additional months. Unexpected powerful benefit: Searchable database enabled sophisticated pattern analysis completely impossible with manual approach. Methodology breakdown became instantly visible: 87 studies used surveys, 34 used interviews, 18 used mixed methods. Critical research gap identification emerged from simple database queries that would have required weeks of manual cross-referencing and analysis.

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Hey AIS Community! Some of you may have seen the video Nate did on Anthropic's new Claude Routines. I've done a kind of follow up, adding what I think nobody's covering: how we as AI Automation Agencies can leverage this powerful (and it really IS powerful...) tool... In the video below, I explain how we can use routines for our clients, and how to really ramp up the agentic flow in the cloud, fully on Anthropic's servers - specifically how to chain them. If you haven't got time to watch it now, click the video and bookmark it for later - but honestly, I think this is the smartest opportunity for Agency owners right now to monetise Claude in mid-ticket businesses. Let me know in the comments if you agree...