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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

How to get more leads as a plumber (7 methods that work in 2026)

Landon Little · 27 May 2026 · 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

Best website for a roofing company in 2026

Landon Little · 27 May 2026 · 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

Do contractors need a website in 2026?

Landon Little · 27 May 2026 · 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

Missed call text-back for contractors: recover 38% of lost jobs

Landon Little · 27 May 2026 · 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

How to get more Google reviews as a contractor (without begging)

Landon Little · 27 May 2026 · 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

What is an AI OS? A practical definition for builders in 2026

Landon Little · 14 May 2026 · 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

Nova AIOS vs Palantir Foundry: a founder's side-by-side

Landon Little · 16 May 2026 · 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

The $400 weekend job you are losing: 24/7 AI voice receptionists for HVAC

Landon Little · 22 May 2026 · 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

How much does a contractor website cost in 2026?

Landon Little · 27 May 2026 · 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

Best website builder for plumbers in 2026

Landon Little · 27 May 2026 · 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

AI answering service for contractors: the complete guide

Landon Little · 27 May 2026 · 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

The honest cost of custom AI builds in the Philippines

Landon Little · 23 May 2026 · 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

RA 11765 and AI debt collection: how Filipino MFIs recover NPLs without BSP audit risk

Landon Little · 24 May 2026 · 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

Why mid-size lenders in Southeast Asia need an AI OS, not another point vendor

Landon Little · 25 May 2026 · 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

Why hiring a Filipino AI builder beats a US agency for PH deployments

Landon Little · 26 May 2026 · 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

From paper to API: OCR document extraction patterns for Philippine banks

Landon Little · 27 May 2026 · 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

The architecture of an AI OS built for emerging markets

Landon Little · 28 May 2026 · 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

The 90-day AI integration playbook: brief to production

Landon Little · 29 May 2026 · 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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