For PKS, the real value of AI is not just having access to the most powerful model. The real value is knowing which model to use, when to use it, and what should happen after the AI gives an answer.
This is the direction behind AINNA NeuralOps LLM Strategi. Our approach is built around three practical ideas:
Smart Routing
Not every task needs a premium model. Simple tasks should go to lebih kecil, lebih pantas, lebih murah models. Kompleks tasks can be routed to stronger models only when necessary.
Sistem Berasingan
AI should help build and improve the system, but the actual business operation should run independently through proper software architecture - database, queue, cron, worker, dashboard, and human approval.
OpenClaw as Pembina AI
For Phase 1 and Phase 2, OpenClaw is not just an autonomous agen. It acts as a builder that helps design workflows, generate modules, repair system errors, and improve business processes.
The Goal Is Simple
- AI builds.
- Sistem run.
- Knowledge stays tempatan.
This is how PKS can use AI denganout wasting GPU, cost, time, or control.
The future is not about using the biggest AI for everything. The future belongs to businesses that use the right AI for the right job.
#AINNA #NeuralOps #LLM #SmartRouting #DetachedSystem #OpenClaw #AIInfrastruktur #SMEAI #LocalAI #PerniagaanAutomasi #MalaysiaAI #AIBuilder
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关于2的数字比我平时看到的大多数文章靠谱。
Good to finally see openClaw as pembina AI set out this clearly.
Sent this to two people already. Knowledge stays tempatan is why.
Useful. We are handling simple tasks should go right now.
Hujah pasal 2 ni munasabah dan kemas.
Bagian 2 ini yang bikin saya berpikir ulang.
Saya suka bagian 2 karena tidak terlalu teoretis.
and phase 2 2 is the part I would forward to my boss.