Systems Integration

Make Existing Systems Useful to Approved AI.

We document and connect existing business systems so approved AI assistants and agents can use trusted knowledge and selected actions without gaining broad access.

How AI Fits Here

We make selected knowledge and business capabilities usable by approved assistants and agents without exposing the whole system.

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Hourly Rate

$30/hour

Scope and estimated hours are agreed before work begins. Third-party services and optional ongoing management are priced separately.

Business Benefits

What the Business Can Expect.

This is usually a staged integration, not a wholesale replacement. We expose the useful parts of existing software and keep permissions, review, and recovery visible.

Make trusted company knowledge usable across approved AI interfaces.

Connect selected workflows without replacing every existing system.

Create a controlled path from information retrieval to approved actions.

Built for Lean Teams

What a Solo Founder or Small Team Can Expect.

Document knowledge that would otherwise remain with one person.

Give a lean team faster access to current policies, records, and next steps.

Expand capability in stages while keeping access narrow and reviewable.

Brownsmith Dynamics Delivery

How We Do This.

01
System and knowledge-source documentation.
02
Agent-compatible tools and controlled interfaces.
03
Permissions, review points, and audit boundaries.
04
A phased path that avoids unnecessary replacement.

AI in the Delivery Process

AI Helps Us Understand a Larger System Without Losing the Detail.

We use AI inside our own delivery process as well as in the systems we build. The details change with the service. Human review, testing, and responsibility do not.

Faster Delivery, More Room for Review

We use AI to work through documentation, schemas, interfaces, policies, and process notes, then compare what those sources say against the system itself. It speeds up discovery and documentation, while technical review determines what is accurate enough to connect and what must remain off-limits.

A Better Workflow to Keep Using

The client gains more than an integration. System knowledge becomes structured, permissions become explicit, and new AI capabilities can be introduced in controlled stages. Private Model Infrastructure can support that path when model access, hosting, or data boundaries need tighter control.

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Connected Capabilities