Where we help

What large AI programs need

A shared AI platform
One MCP framework and set of patterns, so every team can add AI features faster.
Older systems
Connections that make older systems available to new apps and AI assistants.
Security
Sign-in, permissions, separation between customers or divisions, and audit trails your security team will accept.
Reusable patterns
Standards and examples that stop teams from solving the same problem twice.
Independent advice
Honest guidance on models, platforms and build-or-buy, with nothing to sell you.
Training
Workshops and pairing, so your engineers can build and run AI themselves.

Where it's going

AI agents will need to reach every system you run.

In a large company, the value AI can add is spread across dozens of systems, many of them older than the teams trying to use them. The organizations that move fastest will give AI one safe, consistent way in.

That's what MCP makes possible, and it's work we know well. Jorge Garcia, the engineer behind AVAIA, helped architect the MCP framework of a global workforce-management software company. He has also built data platforms at a much larger scale, including one serving a restaurant franchise with 40,000+ locations in 100+ countries. Today we build MCP into our own platforms, LocalTrial, ReservaLive and ReservaHome, with sign-in, roles and per-customer access built in.

What we help you build

  • One MCP framework your teams share
  • Tools that let an agent answer more questions, without building more tools
  • Safe connections between older systems and new AI features
  • Permissions and audit trails that fit how your company already works

How we work

From first questions to working AI

  1. 1

    Assess

    We learn your goals, your systems and how work actually gets done.

  2. 2

    Prioritize

    We pick the ideas worth doing first, and agree on what success looks like.

  3. 3

    Build

    We connect AI to your systems or build new software, and ship something that works.

  4. 4

    Adopt

    We train your team, check the results, and stay until it sticks.

Free AI readiness assessment

Let's talk about your AI plans.

A 45-minute conversation about your goals and your systems. Afterwards, we send you a short written summary of where AI can help and what to do first. It's free.

Get your free assessmentCall (305) 290-4748