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.
October 9, 20268 min read
How much does custom software cost in 2026?
No price list exists for custom software. Three routes, what each one publishes, which figures are vendor estimates, and how Nova scopes a build. October 2026.
ReadSeptember 28, 20267 min read
GEO vs SEO: what actually changed
Every AI search engine has to find something to cite. We pulled our own AI-citation data across four sites, and the same kind of page won on every one.
ReadSeptember 25, 20265 min read
We almost let our own automation cold-email its own founder
Merging a stranded backlog forward looked like a one-line fix. Looking at the actual rows first found a federal agency, two charities, and the founder's own email address sitting in the send queue.
ReadSeptember 5, 20267 min read
We audited our own indexing last month. We missed two of our own product pages.
Checking whether last month's SEO fix actually held turned up a second redirect bug, a wrong canonical domain, and 34 pages never crawled at all.
ReadSeptember 4, 20266 min read
We shipped a month of SEO work and our position never moved. Here is why.
The instinct when rankings sit flat is to build more. Ours was wrong: a sitemap gave Google no reason to look at 88 of our own 103 pages.
ReadAugust 19, 20266 min read
Silent automation failures: how four of our own systems broke while reporting success
Four of our own automations quietly broke while reporting success, one of them for almost two months. What actually went wrong, and the one rule we build into everything now.
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, 202615 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
Most vendors calling something an AI OS mean a chatbot in a deck. What an AI OS actually is, and how an emerging-market builder gets the same pattern for less.
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Compliance
The regulations we build around, in plain language, and what they mean for AI in finance.
October 9, 20267 min read
Data licensing companies by seller type
Operating business, shut-down startup, individual or researcher: which data licensing companies serve each seller type, and the one Nova serves. October 2026.
ReadOctober 4, 20266 min read
How much is business data worth to AI labs?
No price list exists. Every reported AI data licensing deal and figure, how solid each is, and what two independent deals paid. October 2026.
ReadOctober 4, 20266 min read
How to sell data to AI companies (2026): a business guide
Who buys business data from companies, what each provider says you need to qualify, and what to check first. Sourced and dated, October 2026.
ReadSeptember 28, 20267 min read
AI data licensing agreement: clauses a seller should check
A handful of clauses decide whether a data licensing deal is good or quietly terrible, and only one of them is the price. Here is what each does.
ReadSeptember 28, 20266 min read
What de-identified actually means, and what it does not
De-identified, anonymized, pseudonymized, aggregated. Two are defined in statute, they mean different things, and only one clears the privacy rules.
ReadSeptember 28, 20267 min read
Can a business legally license its own customer data?
Usually yes, but not in the form you are holding it. The rule that decides it is narrow, and the work happens before the data ever leaves.
ReadSeptember 28, 20268 min read
Is missed-call text-back legal?
Texting back someone who just called your business is generally allowed. But three separate rule sets apply at once, and only one is actually a law.
ReadSeptember 27, 20266 min read
The AI data economy just started paying small businesses too
AI labs have made headlines paying publishers like Reddit and the Associated Press for training data. A quieter version of that market has started reaching small and mid-size businesses instead, with real deals already closed.
ReadMay 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.
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Ecommerce
Selling online in the Philippines: what actually breaks between the ad click and the delivered order, and which parts are worth automating.
Contractor growth
Practical notes for trades: capturing the calls you miss, getting found, and turning a website into booked jobs.
October 11, 20268 min read
Bookkeeping for contractors: what it costs
What bookkeeping costs a plumbing, HVAC, electrical or cleaning business in 2026: published monthly prices, an in-house bookkeeper's wage, and DIY software.
ReadOctober 10, 20268 min read
How much does local SEO cost?
What local SEO costs in 2026: surveys that state a sample, the prices agencies and tools actually print, Google Business Profile management, and Nova's price.
ReadOctober 10, 20269 min read
How much do plumbing and HVAC leads cost?
What a plumbing or HVAC lead costs in 2026 on Google Local Services Ads, Google Ads, pay-per-call networks, Angi and Thumbtack, with each source's sample.
ReadOctober 10, 20268 min read
HVAC answering service cost, live and AI
What an HVAC answering service costs in 2026: live and AI services from their own pricing pages, and what a 200-call month comes to on each.
ReadOctober 7, 20268 min read
Missed call text back software: three ways to buy it
Missed call text back software comes three ways: a feature inside a phone or field-service platform, a texting app you set up yourself, or a service that does only this. What each costs from the vendors' own pricing pages, read October 7, 2026, and the fees the lists leave out.
ReadSeptember 28, 20266 min read
Google Ads management fees: flat rate vs percentage of spend
Most agencies charge a percentage of spend, so the fee grows automatically whether results improve or not. Here is how the alternatives work.
ReadSeptember 28, 20266 min read
Your missed-call text-back is not firing: six things that break it
A text-back that tests fine but never reaches a real customer is usually one of six things, and only one of them is the automation itself.
ReadSeptember 26, 20267 min read
What the best roofing company websites get right
Most roofing contractor websites lose the job before the phone rings. Here is the checklist the best roofing company websites all pass, and where the rest fall down.
ReadSeptember 26, 20269 min read
What plumbers, HVAC companies, and electricians actually charge for a service call
The Bureau of Labor Statistics publishes what tradespeople earn per hour. Nobody publishes what they bill just to show up. We read the pricing pages of 45 real companies ourselves and found fees from $25 to $399, three flatly contradicting themselves.
ReadSeptember 26, 20268 min read
How much do contractor bids actually vary? We pulled 20 real public bid records to find out
"Get three quotes, they'll vary a lot" is repeated everywhere with no real data behind it. Public bid tabulations are public record, so we pulled 20 real ones across roofing, HVAC, electrical, and plumbing and measured the actual spread.
ReadAugust 19, 20267 min read
Phone answer rate statistics for home services (2026), including our own
Most people no longer answer an unrecognized number. Verified 2026 answer-rate and caller-ID stats, plus our own 56 cold calls and 100 cold messages, in full.
ReadAugust 7, 20266 min read
AI receptionist for plumbers: what it costs
A plumber cannot answer with both hands in a crawlspace. What an AI receptionist actually does on a plumbing line, what it does not do, and what it costs.
ReadJune 17, 202610 min read
How to get more plumbing work in 2026 (without renting leads)
Pay-per-call plumbing leads cost you every time. Every channel that brings in plumbing jobs, free and paid, ranked by cost, speed, and lead quality.
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. Four automations catch them: an AI receptionist, web chat, call notes, and text-back.
ReadMay 27, 20267 min read
Missed call text back for contractors: templates and setup
Five auto-reply templates to copy, three ways to set up missed-call text-back, and what each costs, including Nova's done-for-you version at $99 a month.
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
How to get more roofing leads in 2026
Roofing demand spikes with the weather, not the calendar. Here is where roofing leads actually come from, ranked by cost and speed, plus the storm-damage page most roofers still don't have.
ReadMay 22, 20266 min read
Contractors Not Getting Enough Google Reviews? Here's the Fix
Contractors not getting enough Google reviews? Here is why most under-collect, and the automated after-every-job system that fixes it without a single awkward ask.
ReadMay 20, 20267 min read
Lead and booking automation for contractors, explained
Contractors lose jobs to missed calls every week. A lead-capture automation recovers the call by text, qualifies the lead, and books the job.
ReadMay 18, 20269 min read
How much does a contractor website cost in 2026?
Contractor website pricing packages: DIY $0 to $500, done-for-you $600 to $1,997 plus $149 to $349 a month, agency $3,000 to $10,000+. What each includes.
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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Small business
Practical notes for owners of any small business, not just the trades: the back-office work that eats a week a month, and what it actually costs to hand off.
October 9, 20266 min read
How much does a dental website cost?
What a dental website costs in 2026: the few prices vendors publish, what the page-one guides claim and how solid each is, and what Nova charges.
ReadOctober 9, 20267 min read
Dental answering service cost, live and AI
What a dental answering service costs in 2026: live services and AI dental receptionists from their own pricing pages, and what the guides get wrong.
ReadOctober 9, 20267 min read
How much does a law firm website cost?
What a law firm website costs in 2026: vendors' own published prices, what the page-one guides claim and how solid each is, and what Nova charges.
ReadOctober 9, 20268 min read
Legal answering service cost, live and AI
What a legal answering service costs in 2026: live and AI options from their own pricing pages, per minute and per call, and what changes after hours.
ReadOctober 9, 20268 min read
AI automation pricing for a small business
What AI automation costs a small business in 2026: Nova's price list, what tools charge, what agency guides claim and how solid each figure is. October 2026.
ReadSeptember 6, 20266 min read
How much does a bookkeeper cost for a business?
The real range is $0 to $1,000-plus a month, and the number moves almost entirely on one question: who actually does the categorizing and reconciling. Here is the breakdown.
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