AI Engineering Services
The engineers behind production AI.
Senior engineers who already build enterprise AI systems, available as your team. We implement, manage, and monitor AI from strategy to steady state.
How we engage
Two engagement models, one accountable team.
Choose the model that fits the work. The engineers and the systems underneath are the same in both.
A managed AI engineering team, led by an Engineering Manager who owns the outcome.
- You meet the Engineering Manager first. They scope the work and own delivery.
- Senior AI engineers shortlisted into your portal for you to review and interview.
- Month to month, 30-day notice, 14-day replacement window.
- Published pricing, IP assignment, and NDAs handled in-platform.
The engineering team behind your advisory or service business.
- We build what you recommend: under your brand, co-branded, or disclosed.
- You hold the client relationship and the contract. We handle the engineering.
- Resell at your own margin, or refer for a fee.
- Non-circumvention signed. We do not approach your client.
Capabilities
Four capabilities behind every engagement.
Whichever engagement model you choose, delivery draws on the same four capabilities.
Software development
Engineers experienced in agents, retrieval, data pipelines, web and mobile, and model fine-tuning. End-to-end delivery on your roadmap.
Dedicated teams
AI-native engineers on a monthly retainer. One fee per engineer, no agency markup. Scale up or down on 30 days notice.
Recruiting
Senior AI, full-stack, and platform engineers vetted through our own six-stage interview pipeline before you meet them.
Employment and compliance
We run onboarding, payroll, contracts, and compliance for your team in Vietnam. You see signed deliverables and one invoice in USD.
Enterprise experience
We build enterprise AI end to end.
Our team delivered a 15-subsystem data and AI platform for a Fortune 500 supply-chain pilot: the agents, the data plane, the Kubernetes delivery, and the control plane, all in-house. The same engineers are available on your roadmap.
Enterprise AI agents
Six supply-chain agents in production: supplier risk, tariff analysis, BOM optimisation, sanctions screening, part shortage, and executive insights.
Data platform and governance
Medallion pipelines with 500+ connectors into a columnar warehouse, exposed via SQL and REST. Catalogue, vector store, and knowledge graph included.
Kubernetes-native delivery
One Helm chart deploying 15 subsystems with custom operators. Multi-cloud presets for AWS, GCP, and Azure.
Contracts and security
NDA, MSA, SLA, and IP assignment as standard. Background-checked engineers with least-privilege access, used to enterprise legal review.
The full catalogue
Every service we deliver.
From first prototype to production and steady-state operations. Each service is a scoped engagement with its own team, duration, and deliverables.
Build
Scale
Manage
- AI Model Monitoring & MaintenanceObservability, drift detection, and retraining for live systems.
- AI Ethics & GovernanceGuardrails, audits, and compliance for regulated deployments.
- AI Consulting & StrategyUse-case discovery, architecture, and a roadmap you can act on.
- AI Transformation PartnerA standing engineering partner for multi-quarter AI programs.
Generative AI use cases
Next step
Scope a production AI system for your business.
A discovery call with our engineering leads: your goals, your stack, and the shortest credible path to production.