AI Integrations
You already have the software. Now it has AI in it.
Existing AI — OpenAI, Claude, Gemini, or a custom model we've already built you — connected directly into your product, platform, or internal tools. No rebuild required.
Who This Service Is For
AI Integrations is for businesses that already have working software and want AI capability inside it, fast — not a from-scratch AI build.
Businesses With an Existing Product or Platform
Businesses Choosing Between Vendors and Models
Problems We Solve
The integration challenges that stand between working software and AI-powered software.
Software That Works, But Has No AI In It
A functioning product or platform that's missing the AI-powered features your competitors — or your customers — now expect.
Off-the-Shelf AI Tools That Don't Talk to Your Systems
Generic AI features that live in isolation, disconnected from your actual data, CRM, or customer records.
Model and Vendor Selection Feels Like Guesswork
Uncertainty over which AI provider, model, or pricing tier actually fits your use case and budget.
A Full Custom Build Is More Than You Need
Your use case doesn't require training a model from scratch — it needs an existing one, connected properly.
AI Features Bolted On Without Security or Cost Controls
Integrations done without rate limiting, authentication, or cost monitoring — leaving you exposed to runaway API bills or data exposure.
Product Roadmap Wants AI, Team Lacks ML Expertise
A clear business case for AI features, but no one in-house who's actually integrated a language model into production software.
What You Get
Every integration engagement delivers these three groups of outputs.
Assessment & Model Selection
- Use case mapping & feature scoping
- Model/provider selection (OpenAI, Claude, Gemini, or open-source)
- Cost and rate-limit planning
Integration & Development
- API integration into your existing product or platform
- Authentication, security, and cost-control implementation
- Embedded AI features: search, summarization, content generation, recommendations
Testing & Handover
- Output quality testing against real use cases
- Monitoring and usage-cost tracking
- Documentation & handover to your team, or ongoing support
How Your Integration Gets Built
Five phases from use case assessment to production monitoring — structured so the feature works reliably from day one.
How Your Integration Gets Built
Tech Stack
Integration tooling chosen for reliability, cost control, and how well it fits your existing stack.
Related Case Studies
Real platforms built for real businesses — see how we've delivered results.
Frequently Asked Questions
Find answers to common questions about our services, process, and how we can help your business.
Most feature requests — smart search, content generation, summarization, Q&A over your data — work well with an existing model connected properly. Custom training only makes sense when your problem is genuinely specific to your data in a way an existing model can't handle; we'll tell you honestly which applies.
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