AI API Integration Services
Add chatbots, content, search and automation with leading AI APIs
Project scope
- Best for
- founders, creators, support teams, content teams, student products and small businesses exploring AI
- Starter scope
- AI use-case design, API integration, prompt workflow, secure key handling, usage limits, logs and cost controls
- Delivery
- UI, development, testing, launch support, source code and documentation
- Quote model
- Fixed estimate after scope confirmation
What We Build
We integrate AI capabilities into your app, mini program, website, or backend: chat assistants, content generation, smart search, document processing, image analysis, and workflow automation.
Suitable Business Scenarios
- AI chat assistants and customer support bots
- Content generation and summarization
- Smart search and recommendation
- Document, image, and data analysis automation
Core Features
- Integration with leading AI APIs
- Custom prompts and knowledge base
- Streaming chat and tool calling
- Usage control, caching, and cost optimization
- Secure key management and rate limiting
- Analytics on AI usage and quality
Tech Stack
Backend: Go, Node.js, Python. Frontend: Vue, React, Next.js. Database: MySQL, PostgreSQL, Redis, vector stores. Deployment: Linux, Docker, Nginx. Integrations: leading AI APIs, third-party APIs.
Development Process
- Discovery & Estimate: we clarify scope, platform, dependencies, acceptance criteria, and delivery risks before preparing an estimate.
- UI/UX Design: wireframes and visual design are reviewed against the agreed requirements before development.
- Development & Integration: iterative builds with payment, maps, SMS, AI, and third-party API integration.
- Testing & QA: functional, compatibility, and performance testing across target devices.
- Delivery & Deployment: app-store submission preparation, server deployment support, source-code handover, and documentation. Store review and approval remain subject to the platform.
- Maintenance & Upgrade: ongoing support, bug fixes, and feature upgrades after launch.
Delivery Scope
- Source-code ownership and Git repository handover as defined in the project scope
- UI/UX design files and technical documentation
- Deployment and app-store submission support for the agreed accounts; platform approval is not guaranteed
- Post-launch defect handling defined in the project scope
- Optional ongoing maintenance and feature upgrade plan
Planning Notes for Product Teams
This service is designed for product teams, SMEs, agencies, and organizations improving an existing system. Before development, align the primary workflow, user roles, integrations, acceptance criteria, source-code ownership, deployment responsibility, and maintenance expectations.
Recommended First-Version Scope
- One core user workflow and one admin workflow
- Backend API, database and admin panel only for the operations you need at launch
- Source code handover, deployment notes and a clear maintenance path
- Optional AI, automation, payment or reporting after the first workflow is stable
Related Planning Guides
Frequently Asked Questions
Which AI providers can you integrate?
We integrate leading AI APIs and choose the model that best fits your accuracy, latency, and budget needs, with secure key handling and cost controls.
Can you add AI to my existing product?
Yes. We can add AI chat, content, or automation features to an existing app, website, or backend without rebuilding it.
How do you plan the first release?
We start with the primary user workflow, business rules, integrations, and acceptance criteria. Optional automation, reporting, and secondary modules can be planned as later phases when that reduces delivery risk.
Will my team own the source code?
Source-code handover, repository access, deployment notes, database notes, and documentation can be included in the agreed delivery scope.
Can you maintain or take over an existing system?
Yes. We can begin with a code and environment review, then propose a scoped plan for bug fixes, UI improvements, feature development, refactoring, or ongoing maintenance.
Request a Project Estimate
Tell us about the product goal, current workflow, target platform, constraints and decision timeline. We will review the scope and recommend a practical next step.