AI Integration
Most AI value comes from embedding it into tools people already use, not asking them to open a new one. We integrate AI capabilities — search, summarization, classification, generation — directly into your existing CRM, CMS, or internal tools.

0+
Systems Integrated
3-6 wks
Typical Engagement
2 wks
Avg. Rollout Time
Standard
Zero-Downtime Deploys
What's Included
AI capability embedded in your existing platform
API or plugin connecting to the AI service
Feature-flagged rollout plan
How We Work
01
System Audit
We map your existing tool's data model and extension points to find the cleanest integration path.
02
Capability Design
We define exactly what the AI feature does inside the existing workflow, not as a separate screen.
03
Build & Test
The integration is built and tested against your real data without disrupting existing functionality.
04
Rollout
We ship with feature flags so the AI capability can be rolled out gradually and monitored.
What You'll Receive
- AI capability embedded in your existing platform
- API or plugin connecting to the AI service
- Feature-flagged rollout plan
- Usage monitoring for the new capability
- Integration documentation for your team
How Engagements Typically Work
Every project starts with scoping — here's the shape most engagements for this service take.
Integration Sprint
A focused 3-6 week build to add one AI capability to an existing system.
Multi-System Rollout
Sequenced integrations across several tools for teams standardizing AI capability platform-wide.
Ongoing Support
Monthly retainer to maintain the integration as your core platform or the AI provider changes.
Technologies We Use
The tools and platforms our AI Integration team works in day to day.
Integration
Infra
Frequently Asked Questions
Most systems with an API or plugin architecture — common examples include CRMs, helpdesk tools, CMSs, and internal admin panels.
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