What we do

Strategy, build, integration, governance — and the people who inherit it.

Six service lines under one contract. Most engagements combine two or three; none of them requires you to hand off to a second vendor at the boundary.

01 · 4–6 weeks · grant-eligible

AI Adoption Strategy

Discovery, opportunity assessment, roadmap and business case. We map where your work actually sits — the processes, the systems, the people — and rank the candidates by value against effort, not by what demos well.

Opportunity assessment

Process-level review across functions, scored on value, feasibility and data readiness.

Roadmap

A sequenced plan with dependencies, owners and the decision points where you can stop.

Business case

Costed, with the assumptions written down so your finance team can argue with them.

02 · 8–20 weeks

Custom Agent Development

Production agentic systems on the Claude Agent SDK — architecture, build, evaluation and deployment. Multi-agent coordinators, structured extraction, retrieval with citation. Built to be evaluated, not just demonstrated.

Architecture

Agent topology, tool surface, failure modes and escalation criteria, written before the first line of code.

Evaluation

Automated evaluation of agent behaviour against a held-out set — not unit tests standing in for judgement.

Deployment

On Anthropic API or AWS Bedrock, in your region, inside your boundary where you need it.

03 · 4–12 weeks

MCP & Systems Integration

Connecting Claude to the stack you already run: tool and resource interfaces, authentication, data flow. The integration layer is where most enterprise AI projects quietly fail, so we treat it as the main event rather than the last mile.

Tool & resource interfaces

MCP servers over your internal systems, with schemas strict enough to prevent invented values.

Authentication

Identity, scopes and per-user access carried through to the model boundary, not bypassed at it.

Data flow

What moves, where it lands, how long it stays, and who can see it — documented and enforced.

04 · 3–8 weeks

Data Security & Compliance

Data governance, residency and access control. PDPA alignment, audit trails and security review — produced as artefacts your risk function can sign, not as assurances in a slide.

Governance & residency

Where data sits, which sub-processors touch it, and the controls that keep it there.

PDPA alignment

Mapped against Singapore's Personal Data Protection Act, with a Data Protection Officer appointed.

Audit trails

Prompt, tool call, retrieval and decision logged to a standard that survives an audit.

05 · 2 weeks to 6 months

Enterprise Enablement

Role-specific programmes, internal champion networks and governance frameworks. The system only holds if the organisation around it changes with it.

Role-specific programmes

Different curricula for engineers, analysts, legal and leadership — because the risks differ.

Champion networks

Named internal practitioners who carry the practice after we leave, with a support line back to us.

Governance frameworks

Usage policy, review gates and escalation paths, written for your organisation rather than adapted from a template.

06 · 1 day to 12 weeks

Training & Education

Certification pathways and an internationally benchmarked AI curriculum, for every level — delivered by the same practitioners who build the systems.

Claude Certified Architect

The architect track, from foundations upward, for the people who will own your systems.

Enterprise programmes

Cohort-based, run against your own use cases rather than generic exercises.

Benchmarked curriculum

An AI curriculum measured against international standards, for every level of the organisation.

The end state

The engagement ends. The capability stays.

We are not trying to become a dependency you cannot remove.

Repositories are yours from the first commit. Documentation is written as we build, not assembled at the end. Your engineers sit in the build, and your people leave certified on the system they now own. If you decide to run it without us, nothing needs to be handed back — you already have all of it.

Commercials

Four ways to engage us.

All figures quoted exclusive of GST. Discovery is priced separately from build, so you are never asked to commit to a number before the scope is known.

ModelStructureSuits
Fixed-fee projectMilestone-based, defined scopePackaged offerings, clear requirements
Phased fixed-feeDiscovery priced separately, build priced afterComplex builds, uncertain scope
Retained capacityMonthly, defined team allocationOngoing development, multiple workstreams
Training programmePer-cohort or per-programmeEnablement engagements

Up to 50% of your development cost may be covered. We have a dedicated grants officer who will prepare and run the application with you, in collaboration with the SME Centre.

Eligibility is assessed case by case. We do not guarantee approval and are not a grant consultancy.

What is always included

  • Client-accessible repositories from day one
  • Independent code review by an engineer outside the build team
  • Written acceptance criteria agreed before build starts
  • Full IP assignment to you on final payment
  • A named backup lead on every engagement

Next steps

Tell us which of the six you need.

Most engagements start with a discovery call — up to an hour, at no charge — and 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