What we build
- LLM API integrations
- AI-assisted dashboards
- Internal AI tools
- Website assistants
- Content workflow tools
- Support workflow tools
- Document processing flows
- AI-enabled React interfaces
- Automation support
- Custom API workflows
AI integrations
AI integrations that fit the workflow instead of chasing hype.
AI is useful when it is attached to a real process. We help connect LLMs and AI APIs into websites, tools, automations, dashboards, and workflows where they make practical sense.
Useful AI starts with the job to be done
The model is only one piece of the system.
The real decisions are about inputs, outputs, context, permissions, data sources, logging, human review, and failure cases.
We help make AI integrations practical, maintainable, and connected to the actual workflow.
Talk through an AI integrationWhat we handle
AI integration work for websites, tools, and business workflows.
We connect AI and LLM capabilities into real systems with clear scope, practical constraints, and direct developer implementation.
Common systems
- OpenAI APIs
- Anthropic APIs
- Vector databases
- CRMs
- Email platforms
- Internal databases
- Zapier and Make
- HubSpot
- Shopify and WooCommerce
- Custom APIs
Problems we solve
- AI ideas with no clear workflow
- Manual review bottlenecks
- Disconnected data sources
- Prompt-only prototypes
- Tools that need guardrails
- Internal processes that need automation
- Interfaces that need AI support
- Content operations
- Support triage
- Custom workflow assistance
How we approach it
Make AI useful by making the workflow clear.
We define what the system should do, what data it needs, when a human should review the output, and what should happen when AI is uncertain.
Then we build the integration around that reality.
Map the workflow, data, users, risk points, and expected outputs.
Define the AI role, technical architecture, and integration points.
Build, test, and refine the system with practical guardrails.
Service FAQ
Questions before hiring an AI integration developer.
Can you connect AI to my website or app?
Yes. We can connect AI APIs into websites, React applications, dashboards, portals, internal tools, and workflows.
Do you build chatbots?
We can build assistant-style interfaces when they fit the workflow, but we focus on useful systems rather than generic chatbot widgets.
Can AI connect to my business data?
Yes, when the data source and permissions are clear. We can plan API, database, document, or CRM-based connections.
Can you help scope an AI idea?
Yes. We can talk through what is practical, what should be automated, and where human review still matters.
Do you work with OpenAI?
Yes. We can integrate OpenAI APIs and other LLM providers where appropriate.
Start with the technical side
Let’s talk through what actually needs to happen.
Whether you are building something new, improving an existing system, or trying to understand what went wrong, the first step is a direct technical conversation.