Author

Andrew Neculai

Co-Founder & Director of AI Engineering

Andrew Neculai, Director of AI Engineering at ANtreliX

Andrew brings a new generation of technical expertise to ANtreliX, combining a strong foundation in Computer Science with practical experience in Artificial Intelligence, software development, and data-driven technologies.

An NCAA student-athlete pursuing a degree in Computer Science, Andrew contributes to the design, development, testing, and implementation of AI-powered solutions, intelligent automation, and custom software applications — transforming innovative concepts into scalable, reliable solutions that deliver measurable value for clients.

Claude Certified AI Developer — AnthropicIBM Applied AI Professional Certificate — Watson AI

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Articles by Andrew

A home services technician checks his phone beside a white service van outside a raised coastal beach house with palmetto palms in North Myrtle Beach, South Carolina
Business Intelligence · October 18, 2026

Missed Call Math for Contractors: What Each Unanswered Call Actually Costs

Missed call math for contractors: the formula, real answer rates by trade, a worked model, and what Google's new charge for unanswered Local Services Ads calls adds to the bill.

Read the article → Two real estate brokerage leaders comparing software options on a laptop and a printed cost sheet in a bright sunlit coastal office, with palmetto palms, sea oats, a dune walkover and the Atlantic through the windows
Digital Transformation · October 16, 2026

Brokerage AI Build vs. Buy: A Decision Framework for Real Estate Leaders

Brokerage AI build vs buy, settled with arithmetic: what building, buying and configuring each cost a 45-agent firm, and the six-question score that decides it.

Read the article → A small business operations manager and a colleague reviewing an automated job scheduling board on a large monitor in a bright sunlit coastal office, with palmetto palms, sea oats and the Atlantic visible through large windows
Artificial Intelligence · October 15, 2026

AI Agents for Small Business: What Agentic Actually Means for Your Operations

AI agents for small business: how to tell a real agent from a rebranded workflow, score which jobs belong to one, and model the true year-one cost before you buy.

Read the article → A hotel operations manager reviewing a booking and revenue report on a laptop at the front desk of a sunlit beachfront hotel lobby, with palmetto palms, sea oats, a dune walkover and a wooden fishing pier visible through open glass doors
Business Intelligence · October 14, 2026

Hotel Direct Booking Strategy: The Math Behind Shifting Off OTAs

A hotel direct booking strategy only pays if the arithmetic does. Verify your real OTA take rate, calculate contribution per room night, and cap what a direct booking is worth.

Read the article → Laptop showing a booking revenue chart and a printed channel report on a desk in a sunlit coastal office, with palmetto palms, sea oats, dunes and the Atlantic through the windows
Business Intelligence · October 12, 2026

Direct Booking vs. OTA Cost: Running the Real Channel Math

Direct booking vs OTA cost, run properly: 2026 Airbnb, Vrbo and Booking.com rates, the nine costs inside a direct booking, and the break-even for an 80-property manager.

Read the article → Two brokerage managers reviewing an agent performance dashboard on a laptop in a sunlit coastal office overlooking palms, dunes, a fishing pier and the Atlantic
Business Intelligence · October 11, 2026

Real Estate Agent Productivity Metrics: The Eight Numbers That Predict Who Leaves

Real estate agent productivity metrics that work as warning lights, not scorecards: eight leading numbers from your MLS and CRM, with thresholds and the churn arithmetic.

Read the article → Four coworkers reviewing a single printed AI use policy page at a table in a sunlit coastal office overlooking palms and the Atlantic
Artificial Intelligence · October 10, 2026

Small Business AI Use Policy: A One-Page Template That Holds Up

A small business AI use policy in one page: the nine sections to write, a four-tier data classification, what the review gate costs, and a 30-day rollout that does not drive AI use underground.

Read the article → A bright, modern real-estate office with floor-to-ceiling windows and a sea view
Business Intelligence · October 6, 2026

Real Estate CRM Data Hygiene: Cleaning the Database Before AI Can Use It

Real estate CRM data hygiene decides whether your AI tools work. The six defects that break them, what a dirty database costs a 40-agent brokerage, and a 90-day cleanup.

Read the article → A sunlit coastal neighborhood street of colorful pastel houses, a real-estate agent in a light linen blazer standing on the sidewalk reviewing a tablet while admiring a bright blue house with a white picket fence and blooming hydrangeas
Business Intelligence · October 5, 2026

AI Home Valuation vs. Your CMA: Using AVMs Without Losing the Listing

AI home valuation tools publish a 7% median error off market. What that costs on one listing, a six-factor scorecard for trusting an AVM, and what to tell an anchored seller.

Read the article → A small-business owner at a bright beachfront cafe terrace closing a sleek laptop with a relaxed, confident smile, a brass key and a notebook beside her coffee, turquoise sea and striped umbrellas behind
Artificial Intelligence · October 4, 2026

AI Data Privacy for Small Business: What Goes in the Prompt, What Stays Out

AI data privacy for small business: which account tier decides whether your inputs train a model, a four-tier classification for guest and owner data, and what a breach really costs.

Read the article → An elegant open-plan vacation rental company office overlooking a turquoise bay
Business Intelligence · October 2, 2026

Vacation Rental Data Integration: One Set of Numbers You Can Defend

Vacation rental data integration, step by step: why your four revenue numbers disagree, what your PMS will actually export, what each build costs, and a 90-day plan.

Read the article → A bright beach boardwalk on a busy summer day: a team of smiling housekeeping and front-desk staff in matching turquoise shirts walking together with rolling carts past striped umbrellas and a crowded white-sand beach
Business Intelligence · September 29, 2026

Seasonal Demand Forecasting: Building a Staffing Model That Survives Shoulder Season

Seasonal demand forecasting for hospitality: the three outputs a staffing schedule needs, a four-layer build, worked payback math, and where AI must not decide.

Read the article → A relaxed property owner couple in their sixties reading a neat printed statement at a sunny breakfast table on a balcony overlooking the ocean, orange juice, fresh fruit, white linen, a big relieved smile
Digital Transformation · September 28, 2026

Vacation Rental Owner Statements: Automating Month-End Without Losing Owner Trust

Vacation rental owner statements that hold up: why the PMS, the channel, and the bank disagree, a five-step month-end tie-out, worked payback math, and what not to automate.

Read the article → A confident small-business owner in a bright white meeting room with a sea view shaking hands with a software salesperson across a table, while a colleague holds up a printed checklist
Digital Transformation · September 26, 2026

AI Vendor Evaluation: Twelve Questions to Ask Before You Sign

AI vendor evaluation without the demo theater: twelve questions to ask before you sign, a scoring rubric with three must-pass gates, and a pilot designed so it can actually fail.

Read the article → A small-business owner at a bright beach-town storefront counting out a modest stack of cash and coins next to a tablet and a calculator, smiling with a raised eyebrow
Artificial Intelligence · September 24, 2026

AI Implementation Cost: What a Small Business Actually Pays in 2026

AI implementation cost is mostly people and integration, not subscriptions. A line-item budget, a worked example with real arithmetic, and when the right answer is zero.

Read the article → A sunny beachfront cafe owner stands at her bright entrance welcoming a stream of happy tourists arriving from different directions along a palm-lined promenade, turquoise water behind, striped awning, vibrant colors
AI Marketing · September 22, 2026

AI Search Traffic: How to Measure What ChatGPT and AI Overviews Send You

AI search traffic hides across three different GA4 channels. Where it actually lands, what it is worth in your own arithmetic, and the four numbers to report monthly.

Read the article → A vacation rental manager in a bright linen shirt and a property owner couple toasting with lemonade on the sunlit deck of a beautiful beach house, ocean glittering behind, warm handshake-level trust in their faces
Business Intelligence · September 21, 2026

Vacation Rental Owner Retention: Spotting the Owners Who Are About to Leave

Vacation rental owner retention is usually measured after the notice arrives. The six signals that predict an owner exit, and the churn score to catch them earlier.

Read the article → A sunlit oceanfront condo balcony with a chalkboard-style easel showing only colorful upward and downward arrows (no words or numbers), a smiling property manager in a bright blue shirt adjusting it, beach umbrellas and turquoise sea below
Business Intelligence · September 18, 2026

Vacation Rental Dynamic Pricing: How to Tell Whether Your Tool Is Actually Making You Money

Vacation rental dynamic pricing costs about $20 per listing a month. Here is the break-even math, the holdout test that proves whether it worked, and five failure modes.

Read the article → A radiant beach-town bookshop owner standing proudly in her bright doorway as a tour group points excitedly at her shop from across a sunny plaza, colorful awnings, flowers, blue sky
Digital Transformation · August 31, 2026

Generative Engine Optimization: How to Get Your Business Cited by AI

A growing share of your customers will never see a results page. Here's how AI systems choose what to cite — and the nine practices that put your business inside the answer.

Read the article → A young couple on a sunny patio with the ocean behind them, leaning over a laptop together, delighted, about to book a trip
Industry Insights · August 30, 2026

Vacation Rental Website Conversion: The Complete System for Turning Lookers Into Direct Bookings

Traffic is what you pay for — conversion is what you keep. The full system for turning rental website visitors into direct bookings: page anatomy, speed, trust, AI tools, and free ways to measure every leak.

Read the article → A sunny rooftop terrace meeting over coffee: a small-business owner and her advisor lay colorful printed charts (abstract bars and lines only, no words) on a white table, pointing and smiling, ocean and bright town rooftops behind
Business Intelligence · August 29, 2026

Business Intelligence for Small Business: How to Turn Your Data Into Better Decisions

Your business has been quietly recording the answers for years. Here's what business intelligence really is, the questions your data can already answer, and a five-step plan to start this week.

Read the article → A bright, friendly beach-town main street at morning: a baker, a surf-shop owner and a florist each opening their colorful storefronts, sunlight on the pavement, bicycles, a dog, blue sky
Artificial Intelligence · July 28, 2026

AI for Small Business: A Practical Guide to Getting Started (Without the Hype)

You don't need a data team or a six-figure budget to put AI to work. Here's a plain-English guide to where AI actually pays off in a small business — and a 30-day plan to get started.

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