Platforms and clients
The right model, compute and cloud for each job
Choose the right model, compute and cloud for your data, cost and residency needs. ALPHV works across all of them.
Models
Qwen, Claude, OpenAI, Gemini, ILMU
Compute
FPT AI Factory (H100), NVIDIA GPU workstations
Cloud
Alibaba Cloud, Google Cloud
AI hardware
FootfallCam
Models
Models we build with
Models
Models

Models
Models

Models, YTL AI Labs
Infrastructure
Compute, cloud and hardware

H100 compute
H100 SXM compute for training and fine-tuning, through our strategic partnership with FPT AI Factory.
Shorter training time
Lower cost for AI R&D and production
Qwen2.5-14B fine-tuned with LoRA and Flash Attention
GPU workstations
NVIDIA GPU workstations run locally hosted models where data must stay in-house.
Client data stays inside the organisation
Qwen, retrieval and agentic RPA for a 36-year-old law firm

Cloud
Cloud platform, with ALPHV in the Alibaba Cloud Partner Network.

Cloud
Cloud platform, chosen per project for data, cost and residency needs.

AI hardware
Hardware partner platform for Kiralytics MATA people counting and TRAFFIK traffic analytics.
How we choose
How ALPHV chooses the stack
Data and residency
Where data must stay in-house, we run locally hosted models on an NVIDIA GPU workstation inside your organisation, as we did for a 36-year-old law firm.
Read the case study
Cost
H100 access through FPT AI Factory shortens training time and lowers the cost of AI R&D and production, as in our Qwen2.5-14B fine-tuning case note.
Read the case note
Capability
Vision and language models work together where a job needs both, such as assessing asset damage from images and video in insurance claims.
Read the case study
Governance
Guardrails, AI safety and alignment are part of the design, such as conversation flows with guardrails for WhatsApp sales agents.
Read the case study
Partnerships
Partnerships behind the platforms

Partnership, 2026
FPT AI Factory and ALPHV announce a strategic partnership

Partner network
ALPHV joins the Alibaba Cloud Partner Network

Alibaba AI Day
Highlighted as one of 12 AI implementation partners
See media and partners
Clients
Trusted by teams across Malaysia, Singapore and Vietnam
Testimonials
What our clients say
Let’s build what’s next
Tell us where your business needs to be. We’ll map the path to get there.










