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 29, 202614 min read
The AI integration playbook: from brief to production in 90 days
Week 0 is where most projects die, not UAT. The week-by-week deliverables, failure modes, and a 90-day plan that actually ships, taken from the playbook we run.
ReadMay 28, 202613 min read
AI OS architecture for emerging markets: what actually changes
An AI OS for emerging markets is not a scaled-down US system. It is a different design. Five decisions that break when you move from Foundry to a Philippine cooperative bank, and how we designed Nova AIOS in response. Examples below are illustrative, not signed-customer results.
ReadMay 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 clients up for a failed project.
ReadMay 16, 202612 min read
Nova AIOS vs Palantir Foundry: a founder's side-by-side
An honest comparison from someone who has stood up both. Where Foundry wins, where Nova wins, the actual peso-versus-dollar math, and the three deployments where you should pay for one and never the other.
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.
May 27, 202613 min read
OCR document extraction for Philippine banks: what actually works
Tested on Torrens titles, BIR Form 2316, PhilHealth IDs, and PSA certificates. The real failure modes, real accuracy numbers, and the architecture that survives a BSP compliance audit.
ReadMay 24, 202613 min read
AI debt collection in the Philippines: NPL recovery under RA 11765 without BSP audit risk
How Philippine MFIs recover NPLs under RA 11765 and the SEC MC 18 collection-conduct rules, with an audit trail, NPC consent logging, and collections that survive an examination.
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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 a phone that always gets answered.
ReadMay 30, 20266 min read
The weekend HVAC job you are losing, and the AI tools that catch it
Emergency HVAC calls after 5pm are your highest-converting leads, and most go to voicemail and then to a competitor. Three AI tools catch them: web chat, call notes, and a voice receptionist.
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. We compared five options 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
AI answering service for contractors: how it works and what it costs
Contractors lose jobs to missed calls every week, and most after-hours calls never get answered. An AI answering service picks up in seconds, 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 $800 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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