AI ARCHITECTURE & APPLICATION DEVELOPMENT

Bring your ideas
to life.

Custom AI applications, connected workflows and practical tools, built around the way your business works.

Start with the problem, shape a useful first version, then build and improve it. Cadre connects business needs, solution architecture and hands-on development from the first conversation through deployment.

Discuss your AI idea

Based in Scarborough, Maine · Advice through implementation

16+ years of experience across hundreds of clients and environments.

About Cadre

WHERE CADRE CAN HELP

A useful application starts
with a real need.

01

Less repetitive work

Connect document handling, research and recurring tasks into workflows with clear review points.

02

Knowledge within reach

Help people find and use approved information through a focused knowledge assistant or internal tool.

03

An idea ready to test

Turn an early concept into a prototype that helps your team evaluate usefulness, limitations and next steps.

WHAT THE WORK CAN INCLUDE

A scope built around
your priorities.

A focused assessment, a defined implementation or ongoing guidance. The engagement determines the right combination.

Architecture & technology selection

Define requirements, compare approaches and plan how models, data, interfaces and existing systems fit together.

Custom application development

Build web interfaces, internal tools and AI applications around a specific business task.

Agents & workflow automation

Connect multi-step tasks with clear permissions, review points and defined responsibilities.

Knowledge & document workflows

Make approved business information useful through retrieval, document processing and knowledge assistants.

System integrations

Connect APIs, MCP tools and business systems while respecting access boundaries and data-handling requirements.

Evaluation & deployment

Test representative tasks, review failure cases and prepare access controls, deployment instructions and a practical handoff.

WHAT YOU RECEIVE

Something your team can use.

Agree the outcomes before delivery begins. Depending on the scope, your engagement can include:

  • A working application or prototype with an agreed scope
  • Connected workflows and documented integration points
  • Evaluation findings, deployment guidance and a handoff

HOW THE WORK GETS DONE

From first conversation
to a practical handoff.

01

Define the first version

Agree the users, business problem, data sources and what a useful result looks like.

02

Build & evaluate

Develop a focused prototype, connect the necessary systems and test it against real tasks.

03

Deploy & improve

Prepare the operating environment, document the solution and use feedback to guide the next iteration.

A FEW USEFUL DETAILS

Before
we get started.

Do we need a finished idea?

No. Start with a recurring problem, a process that takes too much effort or an idea you want to explore. The first discussion helps establish whether AI is a useful fit and what to test first.

Can you work with our existing systems?

Integration is part of the design. Cadre reviews available APIs, data access, identity requirements and system constraints before agreeing an approach.

How are sensitive data and AI errors handled?

Data access, hosting requirements, evaluation and human review are planned during scoping. The design should make clear what the application can do, when people need to review its output and how issues are handled.

START A CONVERSATION

Make the next
step clear.

Share the problem, the project or the idea. The first conversation helps establish fit, priorities and a useful next step.