Writing
Notes from building the working slice.
Field notes from a small team: AI operating systems for Southeast Asian enterprises, the compliance we build around, and what actually books jobs for the trades. No fluff, real numbers.
AI systems
How we think about AI operating systems for Southeast Asian enterprises: architecture, cost, and the build-versus-buy math.
May 26, 202611 min read
Hire a Filipino AI developer or a US agency? An honest breakdown
Real cost data, RA 10173 compliance, timezone reality, and the three cases where a US agency genuinely wins. The answer is not tribal. It depends on what you are building and who has to use it.
ReadMay 25, 202612 min read
Why mid-size SEA lenders need an AI OS, not another point vendor
Philippine rural banks and SEA lenders keep buying AI tools that never talk to each other. Here is what an AI OS for lenders actually fixes, the analyst tax it removes, and when you genuinely need one.
ReadMay 23, 202611 min read
Custom AI development cost in the Philippines: the honest number
Real builds start at ₱150,000. Here is the honest breakdown of what each peso buys, and why ₱35,000 quotes are almost always a trap that sets buyers up for a failed project.
ReadMay 14, 202611 min read
What is an AI OS? A practical definition for builders in 2026
Most vendors using the term AI OS mean a chatbot in a marketing deck. Here is what an AI OS actually is, why Palantir Foundry pioneered the shape, and how an emerging-market builder gets the same pattern at a fraction of the price.
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Compliance
The regulations we build around, in plain language, and what they mean for AI in finance.
Contractor growth
Practical notes for trades: capturing the calls you miss, getting found, and turning a website into booked jobs.
June 17, 20267 min read
How to get more plumbing work in 2026 (without renting leads)
Pay-per-call leads cost you every time and you never own them. Here is how to build lead channels that are yours: a site that ranks, a Google profile that shows up, reviews on a drip, and an automatic text-back so a missed call never turns into a lost lead.
ReadMay 30, 20266 min read
The weekend HVAC job you lose, and how to catch it
Emergency HVAC leads after 5pm are your highest-converting ones, and most go to voicemail and then to a competitor. Three automations catch them: web chat, call notes, and missed-call text-back.
ReadMay 27, 20266 min read
Missed call text-back for contractors: stop losing jobs to voicemail
Every missed call is a $400-plus job walking to your competitor. An instant text reply keeps the lead warm until you can call back. Here is how it works, the math, and how to set it up.
ReadMay 27, 20267 min read
Best website builder for plumbers in 2026
A plumber's website needs to generate leads from Google, not just look nice. Here is how five options stack up on the things that matter: SEO, speed, lead capture, and how much of your time they cost.
ReadMay 26, 20267 min read
Best website for a roofing company in 2026
The six features that separate roofing sites that generate inspections from roofing sites that just sit there, plus the storm-damage page most roofers are missing.
ReadMay 24, 20267 min read
How to get more leads as a plumber (7 methods that work in 2026)
Every lead channel ranked by cost, effort, and how many jobs it actually books. Stop guessing, and start with the ones that pay for themselves fastest.
ReadMay 22, 20266 min read
How to get more Google reviews as a contractor (without begging)
The system that builds your five-star reviews automatically, after every job, without a single awkward ask. Here is why most contractors under-collect, and the flow that fixes it.
ReadMay 20, 20267 min read
Lead and booking automation for contractors, explained
Contractors lose jobs to missed calls every week, and most after-hours leads never get followed up. A lead capture and booking automation recovers the missed call by text, qualifies the lead, and books the job, often for less than your phone bill.
ReadMay 18, 20266 min read
How much does a contractor website cost in 2026?
The real answer is $600 to $10,000-plus, depending on who builds it and what it includes. Here is the breakdown so you know exactly what you are paying for.
ReadMay 15, 20266 min read
Do contractors need a website in 2026?
Even on word-of-mouth, contractors lose thousands a month without a site. Most referred customers still look you up online first, and if they cannot find you, they find a competitor.
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