AI Integration
AI Integration Services for Web and Mobile Products
Transform your business with applied artificial intelligence that drives innovation and efficiency. Dom & Tom integrates LLMs, retrieval workflows, and automation into existing products—not as disconnected demos, but as governed, production-ready capabilities.
Integration, not isolation
AI integration means connecting models and automation to your existing auth, data, UX, and release processes. Dom & Tom designs integrations that fit your stack and team—not bolt-on chat widgets that bypass governance.
From copilots to workflow automation
Use cases include internal copilots, customer support assistants, document retrieval, content generation with human review, and agentic automations across tools. We map each use case to data boundaries, risk, and measurable outcomes before building.
Engineering for maintainable AI features
Production AI needs prompt handling, error fallbacks, logging, test coverage, and observability. Our engineers integrate with Laravel, React, Vue, mobile clients, and cloud infrastructure while documenting decisions for future teams.
Related AI services
For new AI products from scratch, see AI Product Development. For organization-wide AI governance and applied AI strategy, see Applied / Commercial AI. Dom & Tom helps you choose the right entry point.
How the 5D Methodology reduces risk
Define confirms the workflow problem and risk profile. Discover maps data, users, and integration points. Design prototypes AI interactions with guardrails. Develop implements APIs, UX, and tests. Deploy focuses on monitoring, rollout, and iteration.
Related services and case studies
Selected case studies
Frequently asked questions
What is AI integration?
AI integration connects large language models, automation, and intelligent workflows into existing products and internal tools. It includes API design, data boundaries, UX for AI-assisted features, guardrails, monitoring, and production release planning—not just adding a chat widget.
How is AI integration different from AI product development?
AI integration focuses on embedding AI capabilities into existing systems and workflows. AI product development focuses on building new AI-enabled products from strategy through launch. Dom & Tom offers both depending on your starting point.
Can Dom & Tom integrate LLMs into our web or mobile app?
Yes. Dom & Tom can integrate LLMs and retrieval workflows into web and mobile applications with attention to authentication, permissions, prompt handling, fallback behavior, testing, and observability.
Do you help evaluate which AI tools to use?
Yes. We evaluate use cases, data readiness, risk, vendor options, and operational complexity before recommending models, APIs, or custom workflows—aligned to business outcomes rather than hype.
Is AI integration suitable for regulated industries?
Yes, with proper governance. Dom & Tom designs human-in-the-loop workflows, audit trails, and compliance-aware integrations. For broader AI governance, see Applied / Commercial AI services.
Talk with Dom & Tom about your product
Bring us your product goal, app rescue problem, AI product idea, or modernization roadmap. We will help you identify the right next step before you commit to a build.
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