Four headline engagements, plus the work that surrounds them.
The four below are the proposal-shaped work — paid one-week diagnostic up front, written proposal out the back. The rest of the page is what we still do alongside: product engineering, sites, SEO, hardening, routing, and the consulting and coaching practice we run from the studio.
1 written proposal
1 engagement shape
1 final approval, every commit.
Custom agentic builds
Greenfield agent systems, with the discipline.
We design narrow agents, write the safety envelopes, build the eval harness, and ship to production. Engagements typically run 8–16 weeks, with a paid one-week diagnostic up front. PDPA + IMDA MGF aligned by default.
- Agent + crew architecture
- Eval harness (golden / aspirational / adversarial)
- Action-bus + audit trail by construction
- Deployment to AWS · Azure · AliCloud · Huawei
Agent team-as-a-service
Embed a wGrow crew with your engineers.
We embed an agent crew (typically 3–5 narrow agents) plus 1–2 senior engineers into your team for a quarterly cadence. Weekly release. Joint code review. Your codebase, our crew.
- Quarterly engagement, renewable
- Weekly release, joint code review
- Crew shape designed to your stack
- Co-owned eval harness & playbooks
Legacy → agentic migration
Take a 10-year-old .NET system into the new world.
Most of our existing book runs on .NET, MS SQL, and Windows Server. We've spent a year working out how to add agentic features to legacy stacks without ripping the foundation. We can do this for you too.
- Action-bus retrofit on existing systems
- Incremental agent introduction (no big-bang)
- PDPA + audit-grade preservation
- Long-term support continuity (10+ year track record)
MGF & PDPA readiness review
Two weeks. Brutal. Useful.
A two-week review of your existing AI / agentic system against IMDA's Model Governance Framework and PDPA. You get a written report, a remediation backlog, and an honest yes/no on whether your buyer can pass procurement.
- Architecture, eval, audit, and disclosure review
- Written report + prioritized remediation plan
- Optional follow-on remediation engagement
The work we still do alongside the agentic engagements.
Some of this can be its own engagement; some is best as a small monthly retainer; some only makes sense bolted onto something larger. We'll tell you which during the diagnostic.
Product engineering, corporate and product websites, and SEO/GEO content via the Article Studio crew. The same .NET, Node, Postgres, MS SQL, AWS and Azure stack we've shipped on for eighteen years — now with AI wired into the dev loop.
- Product engineering, AI-integrated by default
- Corporate & product websites
- SEO & GEO content via Article Studio
The boring layer that keeps the agentic layer auditable. CIS-benchmark hardening for Linux and Windows; the secure-AI-routing bridge that lets engineers use agentic CLIs without your data leaving the building through a public LLM endpoint.
- Server hardening — Linux & Windows
- Secure AI routing
Built from the practice we run inside the studio. Hands-on training on Claude Code, Codex CLI and Gemini CLI; OpenClaw and Hermes Agents setup; and the vibe-coding, eval-harness, context and memory coaching that gets a team past the demo.
- Claude Code · Codex CLI · Gemini CLI
- OpenClaw & Hermes Agents setup
- Vibe coding · harness · context · memory
Open-weights LLM running on hardware you own. GPU procurement, vLLM/TGI deploy stack, LoRA finetune where it earns its keep, and an OpenAI-compatible internal endpoint behind your SSO and audit log. For PDPA-class data, steady high-volume workloads or long-context economics.
- Hardware & deploy stack
- Finetune & domain adaptation
- Internal API & end-user access
Three doors. Pick yours.
If we already run your patient management, ERP, or eCommerce, we can drop an agent crew into the system you have. No rip-and-replace. Speak to your existing team-lead.
Brief us →We build inside the IMDA MGF and PDPA from day one. If you have a procurement process that's about to ask 'is this MGF-aligned,' you're in the right place.
Brief us →If your problem looks like sensors → control loops → reports a regulator will read, we have a working playbook. The flagship engagement on this site is exactly this shape.
Brief us →EDG grant assistance, if it fits.
For qualifying Singapore SME engagements we can assist with EDG application. Not every project qualifies; we'll tell you honestly during the diagnostic.