AI integration services that work inside your business

We add practical AI to the tools your team already uses: reading forms and photos, drafting text, sorting new leads. A person approves what matters, and you can see what the AI did and what it cost.

AI we've already put to work

We only describe what we've built. Each example below runs inside a real project.

What we build with AI

Useful AI is usually narrow. It takes one repetitive step, does a first pass and hands the result to a person. We build it into a custom web app with an admin dashboard, or into the CRM you already use, so the output lands where your team works. Typical jobs:

Claude, Gemini and where your data goes

We build on Anthropic's Claude and Google's Gemini through their APIs and choose the model for each task. Where it matters, one can stand in for the other during a provider outage, as it does in Hope.

When the AI runs, only the text or image for that task goes to the provider's API, and the result comes back to your system. Your database stays on your hosting. We send the fields a task needs, not your whole customer list.

The API account can be in your name, with your own keys and billing. You see every charge, you can switch providers later, and nothing depends on our account.

On training: under their current terms for paid API use, Anthropic and Google say they don't use your prompts and outputs to train their models. Free tiers can differ; Google's free Gemini API tier, for example, may use content to improve Google's products. Terms change, so we read the current ones with you before any customer data goes through, and we recommend paid API plans for business data.

A person approves what matters

AI makes mistakes, and it can sound sure of itself when it's wrong. So every workflow we build is designed around review, not blind automation.

Start with one workflow

We don't start with an AI strategy deck. We start with one task your team repeats every week.

  1. Pick the workflow. On a call, we find a task with clear inputs and a clear finish, like typing up paper forms or sorting new leads.
  2. Build a small pilot. We connect it to your real tools and run it on a private preview link, with a person checking every result.
  3. Measure it. Time saved, how often people correct the AI's output, and what each run costs.
  4. Expand or stop. If it earns its place, we widen it or move to the next workflow. If it doesn't, you find out early, before building anything bigger.

AI integration vs. AI search optimization

The names sound alike, but they solve different problems. AI integration puts AI to work inside your business: reading, drafting, sorting. AI search optimization is about AI finding you: making sure ChatGPT, Gemini and Perplexity understand your business and mention it when customers ask. Many businesses need both, and both rest on clean data and clear content.

AI also pairs well with CRM and marketing automation, where it can tag and route each lead before follow-up starts, and with automated lead generation, where it helps clean and sort incoming data.

Related work

Hope

An anonymous AI service navigator: a person describes their situation and gets a step-by-step plan to local services in Sacramento.

What we built

  • Story intake by voice or text, with no accounts and no names stored
  • Deterministic crisis pre-screen and a scoring engine, with a 211 backstop
  • AI plan writing with fallback between Claude and Gemini, plus a no-AI template path
  • Admin portal for verifying programs, importing data and monitoring changes
  • Next.js
  • PostgreSQL (Neon)
  • Anthropic Claude API
  • Gemini API
  • Netlify

Márquez Realty Group

A property website in English, Spanish and French, plus a private CRM where agents capture listings and publish them to EasyBroker.

What we built

  • Property website in English, Spanish and French, with appointment booking
  • Phone-first listing intake that publishes to EasyBroker, tracked to prevent duplicates
  • Bilingual listing copy drafted with Gemini
  • CRM with leads, follow-up sequences, tasks, an agenda, email and WhatsApp
  • Next.js
  • PostgreSQL (Neon)
  • Gemini API
  • EasyBroker API
  • Netlify
Church

Oremos

An installable prayer app (PWA) for a church: members ask for prayer and pray for others, and the prayer team manages requests.

What we built

  • Prayer request form with three privacy choices and consent rules for publishing
  • Public prayer wall with an 'I prayed' counter, testimonies, announcements and events
  • Installable PWA with push notifications that never show names or details on the lock screen
  • Role-based accounts and a staff panel with a verification queue
  • Next.js
  • PostgreSQL
  • Gemini API
  • Web Push
  • Coolify

Frequently asked questions

What does AI cost to run?

There are two parts. Building the workflow is a one-time project that we quote in writing. Running it is usage-based: Claude and Gemini charge for the amount of text (tokens) and images they process, so the cost depends on how many items you run and how long they are. Tagging a short lead uses little; reading long documents uses more. During the pilot we estimate usage, show you the real figures from your own API account and set spending limits.

Is my data used to train AI models?

Under their current terms for paid API use, Anthropic and Google say they don't train their models on your API prompts and outputs. Free tiers can work differently. We review the current terms with you, recommend paid plans for business data and keep sensitive fields out of prompts when a task doesn't need them. We can't control how a provider behaves, but we do control what we send.

Can AI connect to my CRM?

Usually, yes. GoHighLevel and most modern CRMs offer APIs or webhooks, so AI can read a new lead, tag it and route it before your follow-up sequence starts. If your CRM can't connect, results can go to a shared inbox, a Google Sheet or a simple admin panel we build.

Do I need a custom app to use AI?

Not always. Some workflows live inside your CRM or in a small script that runs on a schedule. When your team needs screens to review and approve the AI's work, we build them into a custom web app or admin dashboard.

What happens when the AI gets something wrong?

It will, sometimes. That's why a person reviews the output in any step that touches a customer, money or an official record. Logs show what the AI produced and what was changed, so you can see where it struggles and we can adjust its instructions.

Does it work in Spanish?

Yes. Claude and Gemini both work in Spanish, and we write and test the instructions in Spanish too. The real estate listings mentioned above are written in English and Spanish from the same property details.

Related services

Have a project in mind?

Tell us what you need and we'll get back to you by email.