From Singapore — applied AI, multi-cloud and full-stack observability, built end-to-end by one team.
Novosoft helps ambitious teams turn frontier AI into real productivity. Headquartered in Singapore, we work as a single accountable team to listen, design, build and operate AI systems that fit your workflow — not the other way around.
We don’t push a single tool. Every engagement starts with workshops and a careful assessment of the actual problem. Then we engineer the right combination of frontier models, custom agents and cloud infrastructure to solve it. GPT, Claude, Gemini, GLM, Kimi, MiniMax, Seedance, Nano Banana — we choose the model that wins for the use case, never the one we’re locked into.
Breadth is the difference. Applied AI, multi-cloud architecture across global hyperscalers and China’s leading clouds, plus our own production-grade observability — built and operated end-to-end by one team. One contract, one bill, one team accountable from first sketch to live system.
from novosoft import Router
# One key. Every frontier model.
router = Router(api_key=NOVOSOFT_KEY)
# Best-fit routing — pick the model that wins.
result = router.run(
task="customer_chat_zh",
candidates=[
"kimi-k2", # Mandarin native
"claude-3.5", # reasoning
"gpt-5", # generalist
],
)
print(result.model, result.latency_ms)We help ambitious teams turn frontier AI into systems they can rely on — with tools easy to adopt, flexible enough to fit, and operated end-to-end by a team that stays accountable.
Every engagement starts with workshops and assessments — not a sales deck. We map the actual workflow first, then engineer tools that fit it.
We pair every workflow with the model and cloud that wins — not the one we resell most. Your stack stays portable, your contracts stay clean.
Production-grade engineering with our own observability baked in. We answer the pager, watch the SLOs, and stay accountable long after launch.