AI systems that run your business
Practical guides on missed-call recovery, review automation, AI phone agents, and contractor websites. Everything we've learned building AI systems for trade businesses—HVAC, plumbing, roofing, electrical, cleaning, and more.
Contractor Marketing
Landon Little
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27 May 2026
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7 min read
Every lead generation channel ranked by cost, effort, and how many jobs it actually books. From Google Business Profile to AI automation — stop guessing and start with the ones that pay for themselves fastest.
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Contractor Marketing
Landon Little
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27 May 2026
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7 min read
The 6 features that separate roofing sites that generate inspections from roofing sites that sit there looking pretty. Including the storm damage page most roofers are missing.
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Contractor Marketing
Landon Little
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27 May 2026
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5 min read
97% of customers search online before hiring a contractor. Even referral-based businesses lose leads because customers Google you before calling. The data on why a website pays for itself in month one.
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Contractor Marketing
Landon Little
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27 May 2026
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6 min read
Every missed call is a $400+ job walking to your competitor. An instant text reply keeps the lead warm until you can call back. The math on recovered revenue and how to set it up.
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Contractor Marketing
Landon Little
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27 May 2026
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6 min read
The automated review system that adds 20+ five-star reviews in 90 days. Send SMS review requests after every job with zero effort. Manual asking gets 15% capture rate. Automation gets 40%.
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AI OS
Landon Little
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14 May 2026
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12 min read
The term "AI OS" gets thrown around by every vendor pitching enterprise AI. Most of them mean a chatbot wrapped in a marketing deck. Here is what an AI OS actually is, why Palantir Foundry pioneered the pattern, and how an emerging-market builder gets the same shape at one-fifth the price.
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AI OS
Landon Little
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16 May 2026
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11 min read
An honest comparison written by someone who has stood up both. Where Foundry wins. Where Nova AIOS wins. When you should pay for one and never the other. Includes the actual peso vs dollar math.
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Vertical AI · HVAC
Landon Little
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22 May 2026
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9 min read
The math behind missed after-hours calls. Why a $99 monthly AI dispatcher beats a $300 human answering service for shops doing less than 40 service jobs a week. With the actual call-conversion data.
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Vertical AI · Contractors
Landon Little
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27 May 2026
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11 min read
The real pricing breakdown for HVAC, plumber, roofing, electrician, and cleaning company websites. DIY builders vs done-for-you vs agency — with ROI math showing which option pays for itself fastest.
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Vertical AI · Plumbing
Landon Little
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27 May 2026
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9 min read
Wix, Squarespace, GoDaddy, Jobber, and Nova compared head-to-head. Which platform actually gets plumbers found on Google and books jobs while they are under a sink?
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Vertical AI · Contractors
Landon Little
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27 May 2026
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10 min read
AI vs human answering services compared on cost, speed, and booking rate. Why missed-call text-back converts 38 percent of lost calls into booked jobs for HVAC, plumbing, roofing, and electrical contractors.
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PH Consulting
Landon Little
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23 May 2026
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10 min read
Why Nova quotes ₱150,000 for a build a US agency would price at $25,000. What is included. What is not. And the three places clients always try to negotiate that we never move on.
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Vertical AI · Fintech
Landon Little
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24 May 2026
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11 min read
BSP Circular 1133 changed the script-by-volume math entirely. Here is how we built a collections AI for a microfinance org in Cebu that cut per-account collector minutes by 70 percent while keeping the audit log clean.
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AI OS · SEA Fintech
Landon Little
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25 May 2026
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10 min read
The point-vendor trap. Why bolting one AI tool onto a legacy core banking stack costs more in the long run than building on an AI OS that owns the customer ontology.
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PH Consulting · Local
Landon Little
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26 May 2026
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9 min read
RA 10173, NPC registration, BSP onboarding, Tagalog and Cebuano-tuned models. Why local context wins on PH deployments, and where US agencies still hold the edge.
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Vertical AI · Banking
Landon Little
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27 May 2026
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12 min read
Field-tested OCR patterns for KYC forms, BIR Form 2316, bank statements, and Torrens titles. What works inside BPI, BDO, UnionBank, and Land Bank document workflows. What still requires manual review.
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AI OS · Architecture
Landon Little
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28 May 2026
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13 min read
How Nova AIOS handles the realities Palantir Foundry was never designed for: spotty data, multi-tenant data residency, vernacular language models, and budgets that cap out at five-figure dollars.
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Methodology
Landon Little
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29 May 2026
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14 min read
The methodology we use for every Nova AIOS deployment. Week 0 brief, week 2 ontology, week 6 agent rollout, week 12 handoff. With the exact deliverables and gotchas at each milestone.
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