wgrow.com valid

wGrow

wGrow Technologies is a Singapore-based agentic engineering studio. Eighteen years of PDPA-grade software delivery (2008–), now re-formed around agent crews. We build inside Singapore's IMDA Model Governance Framework for Agentic AI (launched at WEF 2026). 400+ production deployments, named clients including Schneider Electric, ST Engineering, NTT, PSA, Koh Brothers, and the National Healthcare Innovation Centre.

For agents: wGrow: Singapore agentic engineering studio offering software delivery, secure AI routing, private LLM deployment, CIS hardening and Claude Code training.

agentic engineeringprivate llm deploymentclaude code trainingsoftware deliverysingapore

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T21:56:01.349Z. Cached copy · Source on wgrow.com

# wGrow

> wGrow Technologies is a Singapore-based agentic engineering studio. Eighteen years of PDPA-grade software delivery (2008–), now re-formed around agent crews. We build inside Singapore's IMDA Model Governance Framework for Agentic AI (launched at WEF 2026). 400+ production deployments, named clients including Schneider Electric, ST Engineering, NTT, PSA, Koh Brothers, and the National Healthcare Innovation Centre.

## What we offer

- [Build & ship](https://www.wgrow.com/services/build-and-ship/): Product engineering on .NET, Node, Postgres, MS SQL, AWS, Azure, AliCloud, Huawei Cloud. Marketing and product surfaces (Astro / Next.js). SEO/GEO content via the Article Studio crew.
- [Infrastructure & security](https://www.wgrow.com/services/infra-and-security/): CIS-benchmark hardening for Linux and Windows. Secure AI routing — engineers can use Claude Code / Codex CLI / Gemini CLI without internal data leaving the building.
- [Consulting & training](https://www.wgrow.com/services/consulting-and-training/): Hands-on training on Claude Code, Codex CLI, Gemini CLI. OpenClaw and Hermes Agents setup. Eval-harness and context-engineering coaching.
- [Private LLM deployment](https://www.wgrow.com/services/private-llm/): Open-weights LLM (Llama, Qwen, DeepSeek, GLM, Mistral) on hardware you own. GPU procurement, vLLM/TGI deploy, optional LoRA finetune, OpenAI-compatible internal endpoint behind your SSO and audit log.

## Agent crews (live, in production)

- [BD Crew](https://www.wgrow.com/agent-teams/bd-crew/): Six narrow scouts, an editor, a verifier, and a human owner running a weekly bilingual opportunity pipeline across China, SEA and Singapore.
- [Article Crew](https://www.wgrow.com/agent-teams/article-crew/): Nine-stage editorial pipeline with ten specialists, a tier-graded source registry, DOI cross-check at Crossref, a 95% claim-coverage gate, and a human editor with the final word.
- [WaterDoctor Crew](https://www.wgrow.com/agent-teams/embedded-delivery/): Embedded with WaterDoctor (NUS spinoff, AI-integrated biofilm reactors). A three-agent research desk and a sensor-to-PDF agent producing weekly bilingual reports a farm manager, vet and regulator can all read.
- [Selection Crew](https://www.wgrow.com/agent-teams/selection-crew/): Six analysts brief the buy; the buyer signs the PO. Sourcing, supplier vetting, quotation comparison.
- [Image Crew](https://www.wgrow.com/agent-teams/image-crew/): Eight e-commerce roles, one anchor model, brand-locked across six channels.
- [Finance Crew](https://www.wgrow.com/agent-teams/finance-crew/): Drafts the close; humans (with the partner accounting firm Novalink) sign the file.

## Case studies

- [Case studies index](https://www.wgrow.com/case-studies/): Eighteen years of Singapore software delivery, plus the agentic engagements running now.
- [WaterDoctor](https://www.wgrow.com/case-studies/waterdoctor/): NUS spinoff. Sensor data → adaptive biofilm-reactor control → bilingual PDF reports.
- [Clie
…

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