AI models and agents
Assistants and agents that can read, reason and take defined actions.
AI Business Implementation · Integration
Connect AI to the systems you already run.
Tools, agents and APIs, wired into your CRM, ERP, email, phone, databases and apps.
AI is only useful when it can see the right information and act in the right place. We design and build those connections carefully.
- AI agents
- APIs
- Business systems
The problem
Your AI tools cannot see your business.
Most teams use AI in a separate browser tab. The useful information lives somewhere else.
- People copy and paste between AI tools and business systems.
- Customer, order and document data is spread across several systems.
- Systems do not share data, so every answer needs manual checking.
- Nobody is sure what an AI tool should be allowed to access.
What we integrate
AI where your work already happens.
Business systems
CRM, ERP, accounting and scheduling tools.
Communication channels
Email, chat, phone and messaging apps.
Documents and knowledge
Files, policies and manuals your team relies on.
Databases
Operational and reporting data, with the right permissions.
APIs
Your own and third-party APIs, plus new ones we build for you.
Integration patterns
Pick a system. See how AI connects to it.
Each connection is a design decision: what the AI can see, what it can do, and who approves what.
- What the AI can read
- Contacts, deals and history
- What it can do
- Logs interactions, updates stages, drafts follow-ups
- Typical pattern
- Direct API with scoped permissions
- Needs human approval
- Changes to deal value or ownership
Illustrative patterns. We assess the interfaces your systems actually offer before designing anything.
Architecture first
We design the data flow before we write code.
- 1
Map the data
Where information lives, who owns it and how fresh it needs to be.
- 2
Set the boundaries
What the AI can read, what it can change, and what needs approval.
- 3
Choose the pattern
Direct API, event-driven, scheduled sync, document retrieval or an agent with tool access.
- 4
Build and observe
Connections with error handling, monitoring and audit trails.
Security and data handling
Questions we answer before connecting anything.
Authentication and permissions
Least-privilege access: each connection gets only what it needs.
Data boundaries
Which data may leave a system, where it is processed and how long it is kept.
Vendor choices
Which AI providers handle your data, and on what terms, documented for you.
Failure modes
Rate limits, outages and bad data: what happens, and who is told.
Build, buy or connect
Sometimes the answer is an existing product.
| Option | When it fits |
|---|---|
| Buy a product | The need is common and a product fits it well. |
| Connect what you have | The data lives in several systems that need to work together. |
| Build custom | The workflow is what makes you different, or the constraints are unusual. |
Questions about AI integration
Can you integrate with legacy systems?
Often, yes. We first assess what interfaces exist and tell you early if one is not workable.
Do you work with our IT team?
Yes, and we prefer to. Integration goes better with the people who know your systems.
Which AI models do you use?
We choose per use case and tell you which provider handles your data, and why.
Can you build APIs for our own systems?
Yes. When you need to expose your capabilities, we design and build secure APIs.
Which service do you need?
Five services, five different questions.
They often work together, but each one answers a different question. Start with the one that sounds most like yours.
| Option | The question it answers | What you get |
|---|---|---|
| AI Consulting | Where should we use AI, and where should we not? | A ranked list of opportunities and a plan you can act on |
| Automation & Workflows | How do we take repeat work out of a process? | Working workflows, with human checkpoints where they matter |
| AI IntegrationYou are here | How do AI tools reach our systems and data safely? | Secure connections between AI and the systems you already run |
| Custom Development | What if no existing software fits? | New software built around how you work |
| Idea to Production | How does an idea become a live, supported system? | Implementation end to end: discovery, prototype, build, integration, deployment and improvement |
Tell us which systems need to talk.
An engineer will look at what you run and how AI could connect to it, safely.
Or call +1 (719) 621-6500 · [email protected]