Kamil Ostrowski (@kamilventures) 's Twitter Profile
Kamil Ostrowski

@kamilventures

Helping startups to scale fast without hiring | 10X your OPS capacity with #AI #automation

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linkhttp://quadintegral.com calendar_today30-01-2022 00:20:32

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154 Following

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Your goals shouldn’t feel safe. If your vision doesn’t scare you a little, you’re playing far below your potential. Small thinking feels comfortable. Big thinking changes your life. Choose wisely.

Kamil Ostrowski (@kamilventures) 's Twitter Profile Photo

Outsourcing made sense. Until now. For years the playbook was simple: send it offshore, save money. But the reality for SMEs? Still expensive. Inconsistent quality. Miscommunication. Slow turnaround. Now there is another option. Agentic AI can handle most of what companies

Outsourcing made sense. Until now.

For years the playbook was simple: send it offshore, save money.

But the reality for SMEs? Still expensive. Inconsistent quality. Miscommunication. Slow turnaround.

Now there is another option.

Agentic AI can handle most of what companies
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If motivation worked, everyone would be rich. Results come from showing up on bad days. But nobody is perfect. That's why winners automate. Systems don't get tired. Automation shows up when you don't. Build once. Remove excuses. Stay consistent longer than others quit.

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Your AI does not need a bigger context window. It needs a smarter approach. Instead of dumping everything into one massive prompt, the AI breaks problems into smaller pieces. Examines each one. Calls itself on subproblems. Aggregates the results. Think of it like this: you

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Brain signals teaching robots how to move. We used to dream about this stuff over coffee. Now it's real. China is on another level with robotics right now.

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Cold B2B outreach is broken when done manually. Here are the 6 best tools in 2026: 1. SalesNavigator - find leads and connect 2. PhantomBuster - scrape leads 3. Prospeo - find emails 4. Instantly - send emails 5. HubSpot - pipeline 6. n8n - automate it Which one do you use?

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2026 is the year AI has to prove ROI. Companies are spinning up tens of agents per employee, but most sit idle like unused software licenses. The ones winning are not buying more tools, they are picking one painful process and automating it properly.

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Every AI agent faces the same tension: Add guardrails - it gets safer but slower. Remove them - it gets faster but riskier. Most teams guess where to put them. The smarter approach is a simple quadrant: High risk + high speed? Automate the oversight and review logs. High risk

Every AI agent faces the same tension:

Add guardrails - it gets safer but slower. Remove them - it gets faster but riskier.

Most teams guess where to put them. The smarter approach is a simple quadrant:

High risk + high speed? Automate the oversight and review logs.

High risk
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NVIDIA's Rubin platform just raised the floor for what "fast" means. Compute is rent. If you can't pay it, don’t compete on models. Compete on distribution and automation.

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Stop focusing on revenue and sales daily. That's a lag metric. it tells you what already happened. Lead metrics are the actions you control - calls made - demos booked - ships/week Lead drives lag. Track the lever, not the scoreboard. Credit: FranklinCovey The 4

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Robotics companies do not have a hiring problem. They have a focus problem. Your engineers are brilliant. But half their day goes to things that have nothing to do with building robots. Customer support. Documentation. Internal workflows. Admin. That operational noise is

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Be patient with outputs. Be impatient with inputs. Results take time to show up. The market always responds slower than your effort. So move faster on what you control. Sharpen the offer every week, not every year. Increase the volume when everyone else gets discouraged.

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The biggest edge of a small business is adaptability. It used to be good profit margins and lean teams, but enterprises had the big brand and distribution. Now things have changed. AI technology is evolving weekly. Micro companies adopt overnight. Enterprises need

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Running a local agent on your MacBook is underrated. Same params as a Google VM → fraction of the cost. But the real win? Privacy. Claude Opus handles non-core ops. Local Python pipelines + Gemma run sensitive workflows fully offline. Cheaper. Private. Modular. This is how