# isonew

> isonew is an AI and software engineering practice based in Raleigh, North Carolina. We build operating systems for owner-led companies in the United States and Brazil. The first engagement is a paid diagnostic.

**Author:** Ronan Pinho — Founder & GTM Engineer
**Location:** Apex, North Carolina (Research Triangle)
**URL:** https://isonew.digital

## Primary pages

- [Home — AI engineering for owner-led companies](https://isonew.digital/): Overview of isonew. Landing page with services, work, and the AI Opportunity Diagnostic as the front door.
- [Pricing — what work like this costs](https://isonew.digital/pricing): How isonew prices diagnostics, builds, and ongoing work. Numbers first, no discovery theatre.
- [AI Opportunity Diagnostic](https://isonew.digital/ai-opportunity-diagnostic): The paid first engagement. Interview, map the work, price the manual steps, hand back a ranked plan.
- [Services — AI engineering and custom software](https://isonew.digital/services): Advisory, AI and data, engineering, platform, and search and AI visibility. Scoped one at a time.
- [About — Ronan Pinho](https://isonew.digital/about): Founder biography and background. Describes Ronan Pinho, his GTM Engineering philosophy, and why isonew exists.
- [Apply — hire a GTM Engineer](https://isonew.digital/apply): Application form for working with isonew. Qualifies fit, current GTM state, and expected scope before booking a discovery call.
- [Events — operator events from isonew](https://isonew.digital/events): Index of upcoming isonew events: LEAP cohorts, talks, and workshops. Each event ends with working infrastructure, not a slide deck.
- [LEAP Deploy — 4-week paid AI deployment cohort](https://isonew.digital/cohort/leap-4w-3): ISONEW paid 4-week deploy cohort. $1,500 nonprofit / $2,500 for-profit. Peer cohort — small group with direct facilitator supervision. Wed May 20 – Jun 10, 2026 at ReCity Durham. Refund guarantee at end of Week 2. Includes implementation playbook, 30-day Slack, 1 office hour per week. Custom 1:1 implementations available for orgs needing exclusivity (most engagements $10K-$25K, NDA standard).
- [AI for Changemakers — free hands-on LEAP session (Aug 25, Durham)](https://isonew.digital/events/leap): A free, hands-on LEAP session on Tue Aug 25, 2026, 09:30–12:00 ET at ReCity Durham (112 Broadway St). For founders and operators: bring one real workflow and watch AI agents build it live, then walk out with a working agent on your own data in Claude or ChatGPT. 20% story + method, 50% live builds of attendees' challenges, 30% Q&A. Register on the page. Co-hosted by Ronan Pinho (Founder, ISONEW) with Dra. Vânia Ramos Ponce, CPA — a non-technical operator who runs her own agents.

## Secondary pages

- [Savings Calculator](https://isonew.digital/savings-calculator): Your hours and rates in, an annual figure out. Used to decide whether a Diagnostic is worth it.
- [How we work](https://isonew.digital/how-we-work): Diagnostic first, then a build you can stop. Code and data live in your accounts.
- [Team](https://isonew.digital/team): The people who do the work. Photos and roles, not a stock grid.
- [Contact](https://isonew.digital/contact): Describe the problem. We answer whether we are the right firm.
- [Organic Visibility Diagnostic](https://isonew.digital/organic-visibility-diagnostic): Where you are invisible in Google and in AI answers, and what to fix first.
- [Work — selected case studies](https://isonew.digital/work): Portfolio of completed GTM engagements. Each case study summarizes the problem, intervention, and measurable outcome.

## Other

- [FAQ](https://isonew.digital/faq): Ownership, timelines, pricing model, and who isonew is for.

## Topic hubs

- [AI for Changemakers](https://isonew.digital/blog/topics/ai-for-changemakers): Practical AI implementation for Triangle nonprofits and mission-driven teams that need working workflows, not another awareness webinar. This topic collects operator guides on mission-safe adoption, staff training, grant and donor workflows, and local deployment patterns for Durham, Raleigh, Chapel Hill, Cary, Apex, and the broader Research Triangle. The throughline is simple: keep humans accountable for judgment and voice, then use AI to recover hours from repetitive language-heavy work.
- [AI for Small Business](https://isonew.digital/blog/topics/ai-for-small-business): AI adoption for small businesses in Raleigh, Durham, Cary, Apex, Chapel Hill, and RTP works when it is installed as owned infrastructure inside the tools a team already uses. This topic covers workflow selection, local implementation tradeoffs, costs, measurement, and practical automation patterns for owners who need time back from intake, quoting, follow-up, reporting, and customer communication without renting a black box.
- [GTM Teardown](https://isonew.digital/blog/topics/gtm-teardown): GTM teardown content explains how to diagnose a go-to-market system before rebuilding it. These guides cover scoring, instrumentation, positioning, demand generation, capture, sales conversion, activation, retention, and the evidence needed to choose the next 90-day constraint. The goal is a clear operating diagnosis for founder-led B2B SaaS teams, especially in the Research Triangle, before spending on tactics.

## Articles

- [AI Invoice Processing: What Good Looks Like vs Inbox + QuickBooks](https://isonew.digital/blog/ai-invoice-processing): AI invoice processing is the inbound AP loop — capture, extract, code, route, exception — not a chatbot on your bills. Here is what good looks like versus a shared inbox and QuickBooks, and the three jobs the model must never own.
- [AI Knowledge Base: When It's the Right First Build](https://isonew.digital/blog/ai-knowledge-base): An AI knowledge base retrieves from your own docs and SOPs so staff or an agent can answer from company truth — not a ChatGPT wrapper. The buyer test: job-to-be-done, what good looks like, what to skip, and when it is the wrong first automation.
- [AEO vs SEO: Which Job a Small Business Funds This Quarter](https://isonew.digital/blog/aeo-vs-seo): AEO vs SEO is a budget split — different KPI, different page, different skip. Pew's 8% vs 15% click data, Ahrefs' 99.2% informational split, and which invoice a small business should write this quarter.
- [AI Readiness Assessment: How to Run One Before You Buy](https://isonew.digital/blog/ai-readiness-assessment): An AI readiness assessment is a scored diagnostic of one workflow — data, owners, refusal rules, measurement — before you buy tools. How to run one without copying Cisco or Gartner.
- [AI Quote Generator: Price From the Rate Card, Not a Guess](https://isonew.digital/blog/ai-quote-generator): An AI quote generator won't win more jobs by inventing a total. Service businesses win on a priced line-item estimate sent fast from their own rate card — here's what to generate, and the five fields AI should never own.
- [Answer Engine Optimization: Be the SERP Answer, Not Just a Link](https://isonew.digital/blog/answer-engine-optimization): Answer engine optimization is making the page the Google answer — historically a featured snippet, now an AI Overview — not just a blue link. Pew's click data, Ahrefs' CTR estimates, and what a small business should skip.
- [Generative Engine Optimization for Small Businesses That Already Do SEO](https://isonew.digital/blog/generative-engine-optimization): GEO is a second citation surface, not a new pillar. Princeton's 40% lift, Pew's 8% vs 15% click drop, BrightEdge vs Pew prevalence, Ahrefs mentions vs backlinks — and why one ChatGPT screenshot is not a score.
- [AI for Recruiting Without a Talent Team](https://isonew.digital/blog/ai-for-recruiting): For a company with no talent team, AI for recruiting isn't one tool — it's four separate jobs (sourcing, screening, scheduling, scoring) with very different legal exposure. Here's where the risk actually sits and how to deploy AI so a human always makes the final call.
- [AI Proposal Generator: What Actually Wins Service-Business Deals](https://isonew.digital/blog/ai-proposal-generator): An AI proposal generator won't win you more deals by writing longer proposals. Service businesses win on scoping clarity and pricing structure — here's the reusable skeleton and the one section AI should never touch alone.
- [AI Chatbot for Website: What Small Businesses Need to Get Right](https://isonew.digital/blog/ai-chatbot-for-website): An AI chatbot for a website fails most often not because the model is weak, but because nobody fed it the business's actual pricing, policies, and refund rules — and nobody built an escape hatch to a human. Here's the deployment decision, with the $812.02 lesson from Air Canada's tribunal loss.
- [AI Email Marketing for Small Businesses: What Actually Moves the Needle](https://isonew.digital/blog/ai-email-marketing): Small businesses adopting AI email marketing hear big lift numbers on subject lines and send-time. Most of those numbers have no traceable source — and the Gmail and Yahoo bulk-sender rules are the part that actually determines whether any of it reaches an inbox.
- [AI Social Media Manager: What to Delegate (And What Not To)](https://isonew.digital/blog/ai-social-media-manager): An AI social media manager isn't a replacement for a person — it's a production assistant that repurposes, drafts, and reports, while a human keeps point of view, timing, and community.
- [AI Agents for Business: What They Actually Are (and Aren't)](https://isonew.digital/blog/ai-agents-for-business): Most things called "AI agents" are chatbots or workflow automations wearing a new label. Here is the precise distinction — and what it costs a business to get it wrong.
- [AI Phone Answering Service: Real Pricing vs. Human Answering, In-House, and Voicemail](https://isonew.digital/blog/ai-phone-answering-service): Small businesses lose $126,000 a year to missed calls on average. Here's the real pricing math on the four ways to answer your phone — AI, human answering service, in-house hire, or voicemail — with named, dated sources for every number.
- [AI Sales Agent for Small Business: What Actually Works](https://isonew.digital/blog/ai-sales-agent): Small businesses shopping for an "AI sales agent" are being sold one product and three very different realities. Here's the honest breakdown, tier by tier, with the receipts on what's underdelivered.
- [AI Lead Generation: The System That Actually Works for Small Business](https://isonew.digital/blog/ai-lead-generation): Most "AI lead generation" advice is really AI-scaled cold email advice, and that's the wrong system. Here's the version that survives contact with CAN-SPAM, Gmail's bulk sender rules, and an actual buyer's inbox.
- [AI Voice Agent](https://isonew.digital/blog/ai-voice-agent): A practical build-and-operate guide to AI voice agents — the STT→LLM→TTS loop, the sub-second latency budget, telephony, interruption handling, tool-calling, and what build-vs-buy actually costs you.
- [AI for Lawyers: What Actually Works at Small Firms (and What Gets You Sanctioned)](https://isonew.digital/blog/ai-for-lawyers): Solo and small-firm lawyers adopted AI fast — 71% and 75% respectively, per Clio — but most never turned it into revenue, and most never wrote a policy. Here's the task-by-task breakdown, the citation-fabrication sanctions that name real names and real dollar amounts, and the human-check table that keeps a firm out of the next one.
- [What "AI CRM" Actually Means for Small Business in 2026](https://isonew.digital/blog/ai-crm): AI CRM is not a separate product — it's five features (enrichment, auto-logging, next-best-action, forecasting, AI-drafted follow-up) bolted onto the CRM you already run. Here's what each one needs from your data to stop producing confident garbage.
- [AI SEO Tools for Small Businesses Without an SEO Team](https://isonew.digital/blog/ai-seo-tools): Small business owners don't need a bigger SEO stack — they need the right one tool per job. Here's the honest, unhyped breakdown of what AI SEO tools actually do, what they cost, and what to fix before you buy any of them.
- [AI Receptionist for Small Business: What It Actually Handles](https://isonew.digital/blog/ai-receptionist): Roughly 28% of business calls arrive outside standard business hours. Here's exactly what an AI receptionist should own at the front desk, what it will get wrong, and how to route calls so nothing important gets left to a bot.
- [Which AI Note Taker Actually Fits a Small Business Team](https://isonew.digital/blog/ai-note-taker): Small business teams don't need the AI note taker with the longest feature list — they need one that survives a noisy call, a two-party-consent state, and Monday's follow-up. Here's the buying framework, not the vendor pitch.
- [Reporting disputes are definition disputes](https://isonew.digital/blog/reporting-disputes-are-definition-disputes): When two departments quote different revenue, the pipeline is rarely the problem. Write down what counts as a closed month first.
- [Agents fail on scope, not on intelligence](https://isonew.digital/blog/agents-fail-on-scope-not-intelligence): Almost every agent that embarrasses a company was allowed to answer something it was never given a rule for.
- [Per-seat pricing quietly taxes growth](https://isonew.digital/blog/per-seat-pricing-taxes-growth): Tools priced per seat make hiring more expensive in a way that never shows up in a budget review.
- [The cheapest automation is usually a deleted step](https://isonew.digital/blog/the-cheapest-automation-is-a-deleted-step): Before automating a process, ask whether the step exists because a customer needs it or because a former employee once did it that way.
- [Website Design for Local Business That Converts](https://isonew.digital/blog/website-design-for-local-business): A Google Business Profile gets you found. It doesn't get you chosen. BrightLocal's 2026 survey found 54% of consumers head to the business's website after reading positive reviews — here's what that website has to do, page by page, that a listing structurally can't.
- [Website Design for Roofing Companies: The Storm-Ready Playbook](https://isonew.digital/blog/website-design-for-roofing): A roofing website has one job most contractor sites ignore: convert a homeowner staring at a leak or storm damage into a booked inspection this week — not next quarter.
- [Website Design for HVAC Companies: The Emergency-Path Playbook](https://isonew.digital/blog/website-design-for-hvac): HVAC demand shows up at 11pm in February, and the contractor who answers first usually gets the job. Here's the build that serves that reality: an emergency path above the fold, a decision about who actually answers after hours, maintenance plans priced like a real offer, financing next to the sticker shock, and a tracking layer that names the page that produced each call.
- [Website Design for Services: The 5 Pages That Get You Booked](https://isonew.digital/blog/website-design-for-services): A service-business website has exactly one job: turn a stranger into a booked quote request. Here are the five pages that decide it, the estimate-path fixes that move the number, what the current speed bar actually is, and a five-minute audit to see whether your site is pulling its weight.
- [Affordable Web Design for Small Business: What Cheap Actually Buys in 2026](https://isonew.digital/blog/affordable-web-design-for-small-business): Cheap already won the small business web market — 41% of sites run on DIY builders. Here's what that actually bought, what five years really costs when you run the math, and the contract lines that decide whether you own anything at the end.
- [Average Cost of Website Design for Small Business (2026 Price Guide)](https://isonew.digital/blog/average-cost-of-website-design-for-small-business): Vendor price guides put a professional custom website at $2,000–$8,000 for small businesses in 2026 — but every published range in this market comes from somebody who sells web design. Here are the sourced ranges by build type, the labor math underneath them, and the line items that decide what you actually pay.
- [Website Design for Electricians: Routing Emergency, Upgrade, and Commercial Leads Without Losing Any of Them](https://isonew.digital/blog/website-design-for-electricians): Electricians lose leads when one homepage tries to serve emergency callers, upgrade shoppers, and commercial GCs at once. A three-path site — with license proof and a fast quote path — fixes it.
- [Website Design for Construction Companies That Wins Bids](https://isonew.digital/blog/website-design-for-construction): Construction companies win bids with proof, not polish — here's the gallery format, trust stack, and estimate flow that actually converts.
- [Website Design for Plumbers: The Five Pages That Turn a Search Into a Booked Call](https://isonew.digital/blog/website-design-for-plumbers): The five pages a plumbing website needs to turn a search into a booked call — what each page must contain, and the specific failure mode that kills conversions on each one.
- [Web Design for Contractors: What Actually Books Jobs (and What Just Looks Good)](https://isonew.digital/blog/web-design-for-contractors): A teardown of what contractor websites get wrong: what books jobs (speed, the phone path, proof of work) versus what just looks good (hero video, sliders, stock photography, award badges).
- [AI for Contractors: 2026 Guide to Tools That Win Bids and Reclaim Time](https://isonew.digital/blog/ai-for-contractors): For US contractors, AI is no longer a future-state experiment. This guide covers the tools and tactics — from AI takeoff software to 24/7 lead capture — that are delivering measurable results in estimating, scheduling, and field operations right now.
- [AI for Dentists: Imaging Diagnosis, Front-Desk Automation, and Billing — What Actually Works](https://isonew.digital/blog/ai-for-dentists): AI is now FDA-cleared to read dental radiographs, answer front-desk phones, code insurance claims, and guide patients through treatment plans. In VideaHealth's original FDA trial, dentists missed 43% fewer cavities using the AI. This post breaks down every major use case — clinical imaging (Pearl, Overjet, VideaHealth), scheduling, voice AI, billing, and case acceptance — with the real tools, real evidence, and an honest take on what to skip.
- [AI for Bookkeeping: What Actually Works for Small Businesses](https://isonew.digital/blog/ai-for-bookkeeping): AI handles the mechanical layer of bookkeeping — categorization, reconciliation, receipt extraction, anomaly detection, and forecasting. This guide covers what the leading tools actually do, which platforms do it best, and where a human still has to review.
- [AI for Real Estate Agents: Where It Actually Earns Its Keep in 2026](https://isonew.digital/blog/ai-for-real-estate-agents): 68% of agents now use AI, but most stop at writing listing blurbs — and 46% say it's made no real difference. The money is in lead follow-up, CRM automation, and CMAs. Here's where AI earns its keep, and where to skip it.
- [AI for Restaurants: What Actually Works in 2026 (and What to Skip)](https://isonew.digital/blog/ai-for-restaurants): Phone answering, drive-thru voice, scheduling, inventory, reviews, dynamic pricing. A no-hype breakdown of where AI earns its keep in restaurants — and where it still fails — built for operators who want working systems, not a pilot that creeps out customers.
- [AI for Ecommerce: The 6 Use Cases That Actually Move Revenue](https://isonew.digital/blog/ai-for-ecommerce): AI for ecommerce isn't one tool — it's six jobs: product copy, personalization, support, demand forecasting, ad creative, and search. Here's where it pays off, the platform-native tools to start with (Shopify Magic, Klaviyo AI), and what to skip.
- [AI for Accountants: What Actually Works in 2026](https://isonew.digital/blog/ai-for-accountants): Most tax pros now use AI weekly — but the wins go to firms that pair it with human review, real data-security controls, and a written policy. Here's what works in 2026, workflow by workflow, plus the tools and the things to skip.
- [What Is a GTM Teardown? (And How to Run One)](https://isonew.digital/blog/gtm-teardown): A GTM teardown scores your whole go-to-market motion across six dimensions before you rebuild anything. The methodology, a DIY checklist, and when to bring in help.
- [ChatGPT for Small Business: 15 Practical Ways to Use It](https://isonew.digital/blog/chatgpt-for-small-business): Fifteen ChatGPT use cases a small business owner can run today — each with a copy-paste prompt, a one-line reason it works, and a caution. Grouped by the job to be done, from customer emails to hiring to sales.
- [AI Marketing for Small Business: A Practical Playbook](https://isonew.digital/blog/ai-marketing-for-small-business): How a lean, time-strapped small business actually uses AI across marketing — content, email, SEO, ad copy, and repurposing — while keeping brand voice human and avoiding generic slop.
- [AI Customer Service for Small Business: Chatbots, Email & Support](https://isonew.digital/blog/ai-customer-service-small-business): AI can answer routine questions, draft and triage support email, and cover you after hours — but only with guardrails. Here's the SMB-budget playbook, real CX data, and where to keep a human in the loop.
- [How to Use AI in Your Small Business: A Practical Starter Guide](https://isonew.digital/blog/how-to-use-ai-in-your-small-business): Most owners know AI matters but freeze on where to start. Here's the operator's framework: one workflow, one assistant, real data, measured time saved — then expand. Plus the highest-ROI first use cases and a 30-day adoption plan.
- [Best AI Tools for Small Business (2026): The Stack That Actually Earns Its Keep](https://isonew.digital/blog/small-business-ai-toolkit-2026): A curated 2026 AI stack for small business owners — core assistant, automation, CRM, marketing, support, and finance — with honest picks, verified costs, and clear "what to skip" calls. Not 50 tools you'll never open; the five you'll actually run.
- [ChatGPT vs Claude for Small Business: An Operator's 2026 Comparison](https://isonew.digital/blog/chatgpt-vs-claude-for-small-business): A no-hype, operator's breakdown of ChatGPT vs Claude for small business in 2026 — current pricing, model lineups, data-privacy posture, and the task-by-task fork. Plus the contrarian truth: the model matters less than how you deploy it.
- [How Much Does AI Consulting Cost for a Small Business? (2026)](https://isonew.digital/blog/how-much-does-ai-consulting-cost): The honest AI consulting pricing breakdown most pages skip — real ranges, the four pricing models, what actually drives cost, the red flags that signal you're overpaying, and why a productized ladder beats open-ended billing.
- [AI Workflow Automation for Small Businesses: Where to Start](https://isonew.digital/blog/ai-workflow-automation-small-business): An operator's guide to AI workflow automation for small business: the five workflows to automate first, real before/after patterns, the "automate the boring 80%, keep humans on the 20%" rule, and how to decide build vs buy — working systems, not a tool list.
- [AI Consultant in Raleigh, NC: What to Look For (2026)](https://isonew.digital/blog/ai-consultant-raleigh-nc): 95% of enterprise AI pilots fail to move the P&L. Here's how a Triangle business should actually evaluate an AI consultant in Raleigh, NC — and the eight criteria that separate a builder from a deck.
- [AI for Small Business in the Triangle: The 2026 Playbook](https://isonew.digital/blog/ai-for-small-business-triangle): An operator playbook for Triangle SMBs: pick one workflow, wire AI into the tools you already own, and measure the hours back — with honest costs.
- [Best AI Tools for Small Nonprofits (2026)](https://isonew.digital/blog/best-ai-tools-small-nonprofits): An honestly-curated, budget-aware list of AI tools for the small nonprofit that can't afford a $25 seat for everyone — real discounts, privacy cautions, and what to skip.
- [Free AI Training for Nonprofits (2026): A Triangle Operator's Guide](https://isonew.digital/blog/free-ai-training-nonprofits): Most "AI training" for nonprofits is a one-off webinar that changes nothing by Monday. Here's the free curriculum that actually exists, why training fails, and how a hands-on session turns watching into doing.
- [AI for Nonprofit Marketing & Communications](https://isonew.digital/blog/ai-nonprofit-communications): A practical workflow for one-person nonprofit comms shops to use AI on social, email, and impact storytelling, while protecting authentic voice and beneficiary dignity.
- [ChatGPT Prompts for Nonprofits That Actually Save Time](https://isonew.digital/blog/chatgpt-prompts-for-nonprofits): Eighteen well-engineered, copy-paste ChatGPT prompts grouped by the jobs nonprofit teams actually do — grant writing, donor communications, social media, board reports, volunteer coordination, program evaluation, and thank-you notes. Each prompt comes with a one-line reason it works and a mission-safe caution so you never paste private donor data or send unreviewed copy.
- [AI for Nonprofit Fundraising & Donor Engagement](https://isonew.digital/blog/ai-nonprofit-fundraising): Donor retention is at a multi-year low while online giving climbs. Here's how small nonprofits use AI across the full fundraising lifecycle—without losing the human relationship that makes donors give.
- [How Nonprofits Can Use AI Without Losing the Mission](https://isonew.digital/blog/nonprofits-ai-without-losing-mission): AI can quietly erode the relationships and trust your mission runs on. Here is how to adopt it on purpose: mission-safe principles, donor-data privacy, where humans stay accountable, and a one-page policy you can put to your board this quarter.
- [AI Grant Writing for Nonprofits: Tools, Prompts & What Actually Works](https://isonew.digital/blog/ai-grant-writing-nonprofits): A practical, mission-safe guide to AI grant writing for Triangle nonprofits — the tools that genuinely help, real prompt patterns, what AI cannot do, and how funders actually view AI-assisted applications.
- [AI for Nonprofits in Durham & the Triangle](https://isonew.digital/blog/ai-for-nonprofits-durham): A practical, operator-written guide for Triangle executive directors who want mission-safe AI that ships real grant, donor, and intake workflows — not another national webinar.

## Optional

- [Full corpus](https://isonew.digital/llms-full.txt): Expanded content for all primary pages
- [Sitemap](https://isonew.digital/sitemap.xml): XML sitemap for crawlers