AI consulting that
ships to production,
not to a slide deck.
We design and build production-grade ML systems, GenAI solutions, and real-time inference pipelines for startups and enterprises worldwide.
Credentials & Affiliations
What We Do
AI & ML consulting, from prototype to production.
We specialise in production ML deployment, Generative AI engineering, and real-time inference systems. Hands-on builders, not slide-deck strategists.
Generative AI & RAG
End-to-end RAG pipelines, LLM integration, prompt engineering, and knowledge management systems for enterprise.
4–10 weeks typicalAgentic AI Architecture
Multi-agent orchestration with LangChain and LangGraph. Tool integration, memory systems, and guardrail design.
6–16 weeks typicalProduction ML Deployment
Take ML models from notebook to production. End-to-end pipelines, monitoring, scaling, and infrastructure.
8–20 weeks typicalHow We Work
From first call to production deployment.
A structured engagement process designed for transparency, budget certainty, and real results.
Discovery
A technical deep-dive into your challenge, infrastructure, data, and goals. We assess feasibility and identify the highest-impact approach.
Proposal
A clear, scoped proposal with timeline, deliverables, technology choices, and fixed pricing. No ambiguity, no scope creep.
Build
Hands-on engineering with weekly progress updates. We build production-grade systems from day one — no throwaway prototypes.
Deploy & Support
Launch with confidence. We handle deployment, monitoring setup, documentation, and knowledge transfer to your team.
FAQ
Frequently asked questions.
We offer production ML deployment, Generative AI and RAG system design, agentic AI architecture, real-time inference systems, voice & audio AI, LLM integration, and AI strategy consulting. We also deliver hands-on workshops and corporate training programmes.
IntonationAI is an AI-powered music coaching platform for voice, piano, and guitar. It combines real-time audio analysis with AI-powered qualitative feedback, telling you not just what went wrong, but why and how to improve. It includes a spaced-repetition curriculum, warmup exercises, and a song library.
Intonation Labs Pte. Ltd. is registered in Singapore, serving clients across Southeast Asia and globally. The founder is currently based between Dublin, Ireland and Singapore, with full relocation to Singapore planned for October 2026.
Our rates depend on the scope and complexity of the engagement. We primarily work on project-based pricing, which provides budget certainty for clients. We also offer monthly retainers for ongoing advisory and support. Contact us for a custom quote.
Yes. While we are based in Singapore, we work with clients globally. We are bilingual in English and Mandarin Chinese, making us well-positioned for clients across Southeast Asia, Greater China, and English-speaking markets.
Yes. Our public workshops are available both virtually and in-person in Singapore. Corporate training can be delivered on-site at your office or virtually, depending on your preference.
Timelines vary by engagement type. AI strategy assessments take 1–2 weeks. GenAI and RAG implementations typically run 4–10 weeks. Full production ML deployments range from 8–20 weeks. We provide detailed timelines in every proposal.
We work across industries including fintech, retail, logistics, e-commerce, healthcare, and education. Our specialisation is in AI/ML systems that require production reliability, real-time performance, or domain-specific knowledge.
Ready to build something real?
Whether you need production ML systems, GenAI expertise, or an AI strategy for your company — let's talk.