AI development and consulting · San Diego

AI consulting and development for San Diego businesses

Orcatec provides AI consulting services in San Diego and then builds what we recommend. We help you find the tasks where AI pays off, prove it on a small pilot and put it into production inside the software your team already uses.

  • Strategy first: use cases ranked by value and effort
  • Agents, chatbots, automation and AI features in your apps
  • A software team that runs its own SaaS product in production

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AI services we offer

Most companies do not need a research lab. They need a few well-chosen AI tools that work with their data, their systems and their people. That is what we build.

AI consulting and strategy

We review your processes, data and software, then give you a short list of AI use cases ranked by expected return, risk and effort. You get a roadmap you can act on, not a slide deck about trends.

AI agents and chatbots

Assistants that answer customers, qualify leads, book appointments or help staff find answers in internal documents. They hand off to a person when they are not sure, and every conversation is logged.

AI-powered automation

Read emails, invoices and forms, extract the data, route it to the right person and update your CRM or accounting system. AI handles the messy input; rules handle the decisions you want to control.

AI features inside your apps

Search that understands plain language, summaries, smart forms, photo and document recognition, and recommendations added to your web or mobile product.

Data preparation and integration

AI is only as good as the data it can reach. We connect your CRM, ERP, files and databases, clean the data and set up secure access for models.

Model selection and evaluation

We compare commercial and open-source models on your real tasks, measure accuracy and cost, and pick the cheapest option that meets the bar.

AI use cases for San Diego industries

San Diego’s economy is broad, and so are the places where AI helps. A few realistic examples of what companies here can automate or improve:

Home and field services

Draft estimates from a technician’s photos and notes, summarize job history before a visit and answer after-hours calls with a booking assistant.

Construction

Extract quantities and requirements from bid documents, summarize daily logs and flag change orders that need approval.

Life sciences and healthcare

Search internal SOPs and research documents in plain language, and draft first versions of routine reports for expert review.

Tourism and hospitality

Multilingual guest assistants for bookings and questions, and automatic review summaries that show what guests praise or complain about.

Real estate

Generate listing descriptions, answer buyer and tenant questions, and pull key terms out of leases and contracts.

Logistics and defense suppliers

Classify shipping and compliance documents, match purchase orders to invoices and surface exceptions for a person to check.

How an AI project works with us

We keep the first step small and measurable, so you can see results before you commit a larger budget.

  1. Discovery workshop

    We map your workflows, data sources and pain points, and agree on what success means in numbers: hours saved, response time, error rate.

  2. Use case selection

    You get a ranked list of AI opportunities with effort, risk and expected value for each, and we pick one to start with.

  3. Proof of concept

    A working prototype on your real data in a few weeks. We measure it against the target and tell you honestly if it is not good enough.

  4. Production build

    We integrate the solution with your systems, add security, access control, logging and a fallback to a human where needed.

  5. Monitoring and improvement

    We track accuracy, cost per task and user feedback, update prompts and models, and expand to the next use case on the roadmap.

Not sure where AI fits in your business?

Describe a process that takes too much time or a question your team keeps answering. We’ll reply within one business day with ideas and next steps.

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We build and run our own software

Orcatec is a field service management platform used by home services businesses. Running a SaaS product in production taught us how to ship features people actually use, and the same discipline applies to AI.

Orcatec (our own product)

Orcatec: field service management software, web and mobile

We designed, built and still run Orcatec, a field service management platform used by home services companies to sell, schedule, dispatch, invoice and get paid, in the office and in the field.

Read the case study →
  • Live on the App Store and Google Play
  • One platform for office, sales and field teams
  • Built, hosted, supported and improved by our own team

AI technologies we work with

We are not tied to one vendor. We choose models and tools for each task based on accuracy, cost, data privacy and how easy they are to maintain.

Models

  • OpenAI GPT
  • Anthropic Claude
  • Google Gemini
  • Llama
  • Mistral

Frameworks

  • LangChain
  • LlamaIndex
  • n8n
  • Vercel AI SDK
  • Model Context Protocol

Data and search

  • PostgreSQL + pgvector
  • Pinecone
  • Elasticsearch
  • OCR and document parsing

Cloud and deployment

  • AWS
  • Azure OpenAI
  • Google Cloud
  • Docker
  • Node.js
  • Python

How we price AI consulting and development

Cost depends on the number of systems involved, the quality of your data and how much accuracy the task requires. We offer three ways to work:

AI strategy engagement

from $2,000 · 1–2 weeks

A fixed-price discovery and roadmap: workshops, a process and data review, and a ranked list of use cases with estimates.

Fixed-scope pilot

from $8,000

One use case built as a working proof of concept on your data, with clear success criteria agreed up front.

Ongoing development team

$50–70 per hour

A monthly team that moves AI solutions into production, maintains them and adds new use cases over time.

Model usage fees (API costs) are billed by the provider to your account, so you always see what you pay for.

Why work with a San Diego AI company that also builds software

Many AI consulting firms in San Diego stop at advice. We are a software company first, so the person who recommends a use case is on the same team as the people who will build, test and support it. That keeps recommendations realistic.

We are based in San Diego County, work in your time zone and can run discovery workshops on-site. You own the code, prompts and data pipelines we create, and your data is never used to train public models.

We also say no when AI is the wrong tool. Some problems are solved faster with a simple rule, a better form or a cleaner report, and we will point that out before you spend money on a model.

Frequently asked questions

What do AI consulting services in San Diego usually include?

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Do we need a lot of data to start with AI?

Will AI replace our staff?

Can you add AI to software we already use?

Can you meet with our team in San Diego?

Related services

Ready to discuss your project?

Tell us what you want to build. We’ll reply within one business day with questions and next steps.

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