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AI INTEGRATION

Connect AI to Your Existing Systems

You've got complex systems. Legacy code. Technical debt. We're here to help you figure out how to connect AI to all of it without starting from scratch.

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AI Integration

Simply put: connecting brand new AI capabilities to your existing business systems. It's about making LLMs work with your CRM, letting AI analyze your data, and automating workflows without throwing away what you've already built.

Who it's for: Companies that want AI capabilities but can't rebuild everything. If you have existing infrastructure, legacy systems, or complex workflows that could benefit from AI, we should talk.

Expected Outcomes

  • Clear integration strategy for your systems
  • Technical roadmap that makes sense
  • Pilot project to prove the concept
  • Plan for bringing your team along
  • Architecture that can grow with you
  • Realistic timeline and budget

AI Integration Challenges

Modern AI Meets Old Systems

AI expects clean APIs and structured data. Your systems might have neither.

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We can work with you to design the right technical approach - whether that's building adapters, creating middleware, or finding creative workarounds.

Data Scattered Everywhere

Your data lives in a dozen different places, none of them talking to each other. AI needs it all in one place, cleaned up and ready.

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Data pipelines! We understand the tools and patterns needed to pull everything together into something AI can actually use.

Nobody Knows Where to Start

You know AI could help, but connecting it to your specific systems feels impossible. Every vendor says it's easy. It's not.

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We'll help you figure out a practical starting point - usually a small pilot that proves the concept before committing to a full integration.

Change Is Hard

Your team has been doing things the same way for years. Now AI is supposed to change everything? People are worried.

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Technical integration is only half the battle. We'll help you plan how to bring your team along so AI actually gets used.

Systems We Can Work With

We understand the integration patterns for major platforms and are ready to tackle others

CRM & Sales

  • Salesforce
  • HubSpot
  • Pipedrive
  • Microsoft Dynamics
  • Other CRM platforms

Communication

  • Slack
  • Microsoft Teams
  • Email systems
  • Twilio
  • Discord

Cloud Platforms

  • AWS
  • Google Cloud Platform
  • Microsoft Azure
  • Private cloud setups

Development Tools

  • GitHub/GitLab
  • Jira
  • Jenkins
  • CI/CD pipelines

Data Systems

  • PostgreSQL, MySQL
  • MongoDB
  • Snowflake, BigQuery
  • Vector databases
  • Legacy databases

Business Tools

  • ERP systems
  • Accounting software
  • Project management
  • Industry-specific tools
Don't see your system? Let's talk about it.

How We'd Approach Your Integration

1

Understand Your Setup

We'll work together to map out your current systems, understand your data flows, and identify where AI integration makes sense. No assumptions, just discovery.

2

Design a Solution

Based on what we learn, we'll design an integration approach that fits your specific situation. This includes technical architecture, data pipelines, and a realistic implementation plan.

3

Start Small

We believe in proving value quickly. We'll start with a focused pilot that demonstrates the integration works before committing to a full rollout.

4

Scale What Works

Once the pilot succeeds, we'll expand carefully. This means thorough testing, performance optimization, and making sure everything stays stable as we grow.

Ready to Explore AI Integration?

Let's discuss your systems and figure out the best path forward.

Frequently Asked Questions