Engineering AI Systems
That Actually Ship
Consulting, training, and rapid prototyping to validate AI-driven business outcomes.
Consulting
AI system design, architecture reviews, LLMOps, MLOps, and platform strategy.
Training
In-person, hands-on AI and full-stack programs focused on real systems, not slides.
Prototyping
Rapid MVPs to validate workflows, cost, and impact. Designed to scale or be handed off.
Built by engineers with 10+ years across
What We Do
We help organizations understand how to work with AI—not just what tools to use.
AI Consulting
- System architecture and design
- LLM integration and orchestration
- Data pipelines and observability
- Security, governance, and assurance
Training & Enablement
- Full-stack + AI programs
- Corporate team upskilling
- Rapid prototype workshops
- Certification-style outcomes
Rapid Solutioning
- Prototype in weeks, not months
- Validate feasibility before production
- Clear success and stop criteria
- Handoff-ready deliverables
Solutions
Concrete problem spaces we solve—without revealing client identities.
AI Knowledge Systems
Semantic search, RAG pipelines, and enterprise document intelligence.
Computer Vision & Analytics
Pose estimation, human performance analytics, and workflow optimisation.
Speech & Language Systems
Real-time transcription, language understanding, and decision support.
End-to-End AI Platforms
Frontend, backend, APIs, and AI services with production-ready architecture.
Case Highlights
Selected engagements demonstrating our approach. No logos, no names—domain only.
Challenge
Manual clinical workflows causing high error rates and delayed processing.
Approach
AI-assisted system with human-in-the-loop validation, integrating vision and language services.
Outcome
60% reduction in processing time with improved accuracy and clear production roadmap.
Challenge
Fragmented data sources preventing real-time situational awareness.
Approach
Unified AI platform with secure data pipelines and intelligent document processing.
Outcome
Consolidated intelligence feeds with sub-second query response times.
Challenge
Legacy systems blocking AI adoption and modernisation efforts.
Approach
Incremental migration strategy with API-first architecture and LLM integration.
Outcome
Successful pilot deployed in 8 weeks, scaled across organisation.
About
Turing Labs was founded by a software engineer with over 10 years of experience across defence-grade systems, medical workflows, startups, and enterprise platforms.
Having led teams, designed complex architectures, and delivered AI systems end-to-end, we understand what it takes to move from concept to production—and what makes systems fail.
We are passionate about building systems that are useful, secure, and maintainable.
Our Philosophy
Insights
From the Lab
Practical perspectives on AI engineering, deployment, and strategy from our work with enterprise clients.
When AI Makes Sense: A Framework for Enterprise Decision-Making
Not every problem needs AI. We share our evaluation framework for determining when machine learning adds genuine value versus when simpler solutions suffice.
Building Reliable AI Systems for Defence Applications
Mission-critical environments demand a different approach to AI deployment. Lessons learned from building systems where failure is not an option.
The Hidden Costs of AI Projects: What Nobody Tells You
Beyond compute and talent, AI initiatives carry costs that rarely appear in business cases. A realistic look at total cost of ownership.
Computer Vision in Healthcare: Augmenting, Not Replacing, Expertise
How we designed diagnostic assistance tools that enhance clinician decision-making while maintaining full accountability and transparency.
From POC to Production: Closing the AI Deployment Gap
90% of AI projects never make it to production. We examine the technical and organisational factors that determine success.
Data Quality Over Data Quantity: Building Effective Training Pipelines
In our experience, curated datasets consistently outperform larger, noisier alternatives. A practical guide to data-centric AI development.
Let's Talk
Tell us what problem you're trying to solve. We'll tell you if AI makes sense.
Please email us directly at hello@turinglabs.sg