Agent Engineering
Claude Agent SDK, MCP servers, tool and interface design. The systems themselves — architected around their failure modes, not just their happy path.
Enterprise AI Implementation · Singapore
Setting the frontier of enterprise AI and user experience in the world.
We design, build and deploy agentic systems on Claude and AWS for enterprises across Southeast Asia — then hand them over, documented, to the teams who run them.
Anthropic Partner Network — Services Track
Amazon Partner Network
24 engineers · 4 lead architects
Singapore · ASEAN delivery
Who we are
One team, three disciplines.
Claude Labs is an enterprise AI implementation practice in Singapore. We design, build and deploy agentic systems on Claude and AWS, and we stay named to the work — through build and into maintenance.
Platform & Data
Backend, data pipelines, AWS and access control. Everything the agents stand on, inside the boundary your security team already trusts.
Delivery & Quality
Programme management, evaluation, QA and sign-off. The discipline that decides whether what we built actually ships.
What we do
Six service lines, one delivery team.
From first opportunity assessment through to the certification of the people who will own the system after us. Engagements run from a single day to six months.
AI Adoption Strategy
Discovery, opportunity assessment, roadmap and business case.
Custom Agent Development
Production agentic systems on Claude Agent SDK — architecture, build, evaluation and deployment.
MCP & Systems Integration
Connecting Claude to your existing stack: tool and resource interfaces, authentication, data flow.
Data Security & Compliance
Data governance, residency and access control. PDPA alignment, audit trails and security review.
Enterprise Enablement
Role-specific programmes, internal champion networks and governance frameworks.
Training & Education
Certification pathways and an internationally benchmarked AI curriculum, for every level.
Credentials & standing
Accredited on the model layer and the infrastructure layer.
Most Singapore integrators hold one or the other. Holding both means we architect the model layer and the infrastructure layer without handing you off to a second vendor at the boundary.
Anthropic Partner Network — Services Track. Official implementation partner, currently progressing toward Select tier.
Amazon Partner Network. Registered partner. Deployments on AWS Bedrock, including cross-border architecture for regional deployments.
Certifications held
- Claude Certified Architect – Foundations
- AWS Solutions Architect
- AWS Developer Associate
The full register, with holder names and renewal dates, is available on request.
Recognition
- Winner — Anthropic × Temasek × Genspark Hackathon 2026
- Tatler Asia — 60 Game-Changers, SG60 2025
- Claude for Enterprise — Anthropic's first public speaking event in Singapore, co-hosted with AWS and Anthropic
Track record
Measured outcomes, not pilots.
Figures below are from delivered engagements. Client names are under NDA; sector, approach and technical stack are disclosed in full on the work page.
340
Analyst hours / month
Returned to a regional brokerage. Brief preparation cut from 3–4 hours to 25 minutes.
94%
Straight-through
Claims document extraction across 12,000 monthly documents. Manual review down 78%.
71%
Resolved unassisted
Compliance queries answered with citation. Median response under two minutes.
100%
Human-reviewed
Every RFP draft flagged for human review before sending. No exceptions.
How we deliver
Five phases. Nothing is done until you say it is.
Independent code review by an engineer outside the build team. Automated evaluation of agent behaviour, not just unit tests. Client-run UAT against the criteria agreed at design.
01
Discover
Scope, stakeholders and success criteria agreed.
02
Design
Architecture, interfaces and written acceptance criteria.
03
Build
Two-week increments, demonstrated each cycle.
04
Validate
Independent review, automated evaluation, client UAT.
05
Handover
Documentation, training and repository access.
Your data stays where you put it. Singapore by default, AWS ap-southeast-1 — or any region you require. Data never leaves the region you choose, and is never used to train any model.
The code is yours from day one. All work product assigns to you on final payment. Repositories are client-accessible from the first commit, so on exit there is nothing to hand back.
Next steps
Start with an hour.
A discovery call, up to an hour, at no charge. If there is something to build, you get a scoped proposal within five working days.
01Discovery callUp to 1 hour, no charge
02Scoped proposalWithin 5 working days
03Full capability packPolicy documents and referees on request