AI CONSULTING · AUTOMATION · SYSTEMS INTEGRATION

We build and connect the systems your business runs on.

We understand your operation, build what’s missing, and connect the tools you depend on. AI consulting, custom software and workflow automation, carried through testing and rollout.

From the first requirement to everyday use.

An architectural illustration connects people, processes, and systems through an improvement bridge.
Illustrative process diagram

Experience that shapes
how we deliver.

Consulting starts the work. Implementation, testing, rollout, and a prepared team bring it into operation.

Five years in a controlled environment.

Spencer Loyd brings five years working in a highly regulated, controlled environment, with experience in global programs, enterprise deployments, regulated migrations, and change orders.

Spencer Loyd is a Vacaville local who has been working with area businesses, including automatic gate companies, cleaning companies, and chiropractic practices.

Years in high-security technology.

Zachary Miller brings years of cybersecurity, custom software, and infrastructure experience, including work for the Department of Defense following his Marine Corps service.

Meet the founders

From requirements
to a working handoff.

We scope the whole implementation: the connections, the controls, and the people who will use it.

  1. Understand & scope

    Map the process, systems, owners, and constraints. Agree what success looks like before building.

  2. Design & connect

    Define data flows and permissions. Use supported integrations and build custom software where it is needed.

  3. Test & release

    Check normal work and failure cases. Agree acceptance criteria, approvals, and a rollout and recovery plan.

  4. Handover & adoption

    Document the solution, train the team, and agree ownership, maintenance, and any ongoing support.

Follow one request through an automation.

A simple example of how information can move between people and systems—with checks along the way.

Illustrative service workflow. Each implementation is scoped around your processes and tools.

Scroll to follow the packet

  1. Intake

    A request arrives.

    A customer submits a service request. The automation receives the information through an agreed entry point, such as a form or an inbox.

  2. Validation

    Check before acting.

    Required details are checked first. Missing information is flagged for follow-up. Clear rules handle structured data; AI is considered only where it has a useful, bounded role.

  3. Routing

    Route it to the right place.

    The request follows the business rules you define: service type, location, responsibility, or approval requirements. An unclear request goes to a person.

  4. System update

    Work with your existing system.

    Approved information is added to the CRM, ERP, or service platform you already use, where its supported interfaces and permissions allow. Failed updates are surfaced for review.

    Your existing CRM / ERP
  5. Human review

    Keep people in control.

    The responsible person receives the next action and relevant context. Exceptions and decisions that require judgment stay with your team.

Control is part
of the implementation.

Define who can see information, who can change it, and which actions need approval. Test integrations before rollout and make failed updates visible to the people responsible.

AI gets a defined role, approved information, and a review path. Your team keeps authority over the decisions and actions that matter.

Explore systems integration

Tell us where the handoff breaks down.

Tell us what takes too long, gets repeated, or falls between systems. We’ll start with the business problem.