AI-assisted helper matching and recruitment
A recruitment platform connecting household requirements with helper experience, AI interviews and hiring support.

We build AI into everyday work, develop websites and applications, and help the right customers find you through search and useful content.
Connect company knowledge, task routing and AI assistance, with people reviewing key decisions.
Related project · MaidInHK ↗Prepare authorised data for your domain: corpus structure, annotation, quality checks and evaluation sets. Where appropriate, adapt models through fine-tuning and assess them against the intended task.
Connect agents to the tools and data they need to complete a defined task. Build permissions, human review and execution traces into the workflow.
Configure model access, retrieval, knowledge services and tools around your applications. Integrate identity and business rules, with deployment options matched to your environment.
Build the website or app, connect accounts, data and existing tools, and define the path to launch and acceptance.
Related project · FastLap ↗We develop customer portals, internal tools and operational applications, connecting task orchestration, knowledge retrieval, approvals and human review in a usable workflow.
We design data models, migrate records and connect existing applications through APIs and integration pipelines. Permissions and processing boundaries are agreed before access is enabled.
We connect devices and sensors to software workflows, accounting for field connectivity, equipment interfaces, access controls and the operating environment.
We turn complex workflows into clear web and mobile interfaces. Information architecture, prototypes and design systems guide development; user feedback guides refinement.
Bring website development, SEO/GEO and content improvements together, then review search performance and enquiries.
Related project · Infinite Growth ↗Our Infinite Growth practice connects website and application development with search strategy and ongoing content work. We start with the service you want to grow, the customers you want to reach and the pages they see today.
We review technical issues, keywords, competitor content and Search Console data, then make an ordered plan. The work continues through page improvements, useful articles and regular reviews of search performance and relevant enquiries. Rankings and AI recommendations cannot be guaranteed.

View schedules, teaching hours, course activity and pending tasks.

Review task nodes, working files, branches and checkpoints. Replay execution records to check each step.

Browse and enable capabilities for data, operations, quality, workspaces and workflows.

Rainfall, drainage, water depth and retention scenarios.
Forward-deployed engineering puts our engineers alongside your business and IT teams, from scoping and integration to launch and handover.
Agree the business problem, delivery scope and acceptance criteria with the people who will use the system.
Connect the required data, APIs and devices, with clear permissions and a working integration plan.
Build in reviewable increments. Test real workflows with users and resolve issues before release.
Deploy to the agreed environment. Hand over code, documentation and operating knowledge, with support responsibilities defined.
A recruitment platform connecting household requirements with helper experience, AI interviews and hiring support.

Upload telemetry to review laps, compare sectors and benchmark performance under comparable track and vehicle conditions.
快圈 FastLapInfinite Growth is our growth practice: custom websites and apps, SEO/GEO strategy, content and ongoing improvement.
Infinite GrowthAI-assisted assessments turn room photos into potential risk observations, improvement suggestions and professional follow-up.

A place to collect children’s artwork, build portfolios and explore creations through AI-assisted interpretation and animation.

Digital presenters combine product demonstrations and livestream interaction in an online commerce experience.
Geng-Sun 3000 is a management system for service-station businesses. Newgens participates as a system partner.
Yes. Our Infinite Growth team can review the site, search data and customer enquiry journey. We then work on the agreed technical fixes, SEO/GEO plan and content improvements, with regular reviews of the results.
Yes. Tell us what you want to improve and show us how your team handles it today. We can work out a useful first step together. You do not need to know how to build it.
Not necessarily. We first check what can work with your existing software and spreadsheets. If something cannot be connected, we explain why and discuss another way with you.
Yes. We can choose one task that takes up too much of your team’s time and build a first version for them to try. Their feedback helps us decide what to improve or add next.
Before connecting anything, we agree which data is needed, who can see it and whether an outside service will process it. We also discuss where it is kept and when it is deleted. If certain data must stay inside your company, tell us at the start.
We plan for mistakes. For tasks such as sending a customer message or changing a record, we can have AI prepare a draft for a colleague to check. We also test unclear requests and missing information, so the system can ask for help instead of guessing.
We walk your team through the everyday tasks and provide the instructions we agree you need. Before work begins, we also agree what code and accounts you receive, who handles problems after launch and how future changes are arranged.
Tell us what you want to improve, your current systems and constraints, and the result and timing you need.