StallerStack
AI Service

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.

A bunch of wires connected to a server

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.

01

Integration Sprint

A focused 3-6 week build to add one AI capability to an existing system.

02

Multi-System Rollout

Sequenced integrations across several tools for teams standardizing AI capability platform-wide.

03

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

GraphQL
Node.js
OpenAI API

Infra

Docker
PostgreSQL
AWS

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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