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DOCUMENT SOPS

All podcast episode summaries matching DOCUMENT SOPS β€” aggregated across every podcast we track.

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Quotes & Clips tagged DOCUMENT SOPS

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Run local models to maintain data privacy

β€œYou need to make sure that you have the right hardware. So we have a Mac Mini here, we have two DGX Sparks from NVIDIA, and we run it on local inference. This is what we run it on for my agent fleet, for example. And the thing is these local models, by the way, they're getting a lot better, like Google's Gemma. The cost savings are going to get better and better over time.”

β€” Eric Siu

Obsidian markdown files give agents the memory they desperately need

β€œThis is Obsidian. And Obsidian is great at compiling a lot of the notes that you have. So you can see here we have all these notes over here. Okay, we have, you know, agent shared decisions, handoffs, knowledge, projects that we have over here. But here's the problem. You work with these agents all the time. They forget what you're talking about. And you need something like this that's going to remember.”

β€” Eric Siu - founder of Single Grain

Expect friction during the first 90 days

β€œMonth one, when you're trying to roll this out, it's going to be tough. There's going to be a lot of hallucinations. Things are going to break. You're going to have to reset the models. Then month three, the flywheel starts to spin and then you're starting to see major lifts in terms of what you're doing. It's going to find 10x opportunities on the sales side and content opportunities because it's learning to work with you better.”

β€” Eric Siu

Sandbox each agent so one failure doesn't take down the fleet

β€œAnd then we run that on Nemo Claw. So that way it's each agent is sandbox. So you know if one gets destroyed or one gets, you know, infected or something like that, it's not going to affect the other agents, right? Not many companies are doing this right now. If you're doing this right now, you are in the top 1% of the 1%.”

β€” Eric Siu - founder of Single Grain

Audit vendor spend with AI to save capital

β€œAlfred here ran the quarterly Vendor and Ops Audit. It found three immediate savings: redundant CRM licenses, 12 unused seats at 43,000 dollars per year; overlapping SEO tools, three tools doing the same job at 18 grand a year; and then underperforming ad campaigns. Total savings that you can get is 500 grand a year. Basically, we had Alfred do a CFO analysis and it saved, I kid you not, 500 grand.”

β€” Eric Siu

Document SOPs as markdown files for AI skills

β€œAll these capabilities, all these SOPs are all documented for you. And you want to put these all into skills.md files. So they should all live within a skill.md. The better you are at one, doing your job, but two also documenting what you do. I highly recommend making a bunch of Loom videos or just dictating using whisper flow, just saying what you want to say and making them into skills.”

β€” Eric Siu

Fat skills, thin harnesses is the right architecture for AI agents

β€œSo there's this concept right now known as you want to have fat skills, thin harnesses. And this is not talking about body shaming anybody. It's more so, hey, if your skills are really detailed and your skills are really in-depth and your harness, which is your driver, okay, so like Claude Code could be your driver for example, like a harness, and your your harnesses are thin. Ultimately, what matters is how in-depth your skills are.”

β€” Eric Siu - founder of Single Grain

The first 90 days are messy before the flywheel kicks in

β€œmonth one, when you're when you're trying to start this out, when you're trying to roll this out, it's going to be tough. There's going to be a lot of hallucinations. Things are going to break. You're going to have to reset the models. You're going to have to gateway restart a bunch of times. Month two, auto research, right? You're going to have things that are maybe you're starting to get some patterns. Maybe it's starting to work. Maybe you're starting to reuse some of these agents more and the fleet of agents is starting to move for you. Okay? Then month three, the flywheel starts to spin and then you're starting to see major lifts in terms of what you're doing.”

β€” Eric Siu - founder of Single Grain

Centralize all company data into a Single Brain

β€œThis Single Brain, you have all this data from within your company. It could be your CRM, all your chats, all your analytics, your Google Docs, all these things. They are feeding into this Single Brain over here. And then your entire team can query whatever data that they want throughout the Single Brain. They can ask about how sales is performing or what are the deals in our pipeline right now that are stuck?”

β€” Eric Siu

Alfred the CFO agent found $500K in annual savings at Single Grain

β€œAlfred here ran the quarterly vendor and ops audit. So this is like a CFO situation. Okay. So it found three immediate savings, redundant CRM licenses, 12 unused seats, $43,000 per year, overlapping SEO tools, three tools doing the same job, 18 grand a year, and then underperforming ad campaigns as less than less than one one 438 grand a year. So total savings that you can get is 500 grand a year. Okay. So basically, we had Alfred do a CFO analysis and it saved I I kid you not 500 grand. It said you should be cutting costs in these areas and 3 days later I cut those costs and we're in a nicer spot”

β€” Eric Siu - founder of Single Grain

Single Brain unifies all company data into one queryable intelligence layer

β€œSo this single brain you have all this data from within your company, okay? Could be your CRM, all your chats, all your analytics, your Google Docs, all these things they are feeding into this single brain over here. And then your entire team can query whatever data that they want throughout the single brain. So they can ask about how sales performing or what are the deals in our pipeline right now that are stuck, what are the angles that we should approach outbound sales, for example, or who are the clients that seem like they need the most attention right now.”

β€” Eric Siu - founder of Single Grain

Oracle uncovered a 34% vs 6% conversion signal hidden in product data

β€œThen you have Oracle found a conversion signal in the product data. Free users who connect their analytics within 48 hours convert to paid at 34%. Versus 6% for users who don't. What are you going to do with that data? I'll tell you this, my team cannot do without single brain right now or any type of world intelligence. They say it's a 9 out of 10 in terms of usefulness. We've had interns onboard themselves without being prompted to do that.”

β€” Eric Siu - founder of Single Grain

Deploy an agent fleet for specialized execution

β€œThe Single Brain concept, not only that, you have a fleet of agents that it's also powering. So this fleet of agents, they are the ones that are doing the thing. So we have our agent called Alfred, and then we have Arrow here for sales, we have Oracle for SEO, Flash for content side work. I mean, look, this piece over here, by the way, this piece got 354,000 views. This was created by Flash.”

β€” Eric Siu

Use Obsidian to give agents persistent memory

β€œIf a brain doesn't have good memory, well, it's only as good as the memory. And so what I'm using is Obsidian. And Obsidian is great for creating markdown files of a lot of the skills that you have, a lot of documentation. You work with these agents all the time. They forget what you're talking about and you need something like this that's going to remember. It's extremely high leverage because it's able to get the information you need faster.”

β€” Eric Siu

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