About AI PtoP

We do one thing only

Make AI truly accessible
for Taiwan's manufacturing SMEs.

Not a generalist serving every industry.
Not a consultant selling PowerPoint concepts.
We're the partner that puts people at the core and AI as the wings — helping manufacturers truly land AI.

Our Focus

Why We Chose Manufacturing

Taiwan has over 140,000 small and medium manufacturers.

They form the backbone of Taiwan's supply chain, but when it comes to digital transformation, they've been overlooked the longest.

ERP is too expensive. Customization is too slow. AI concepts are too abstract.

We believe they don't need more options — they need a people-first AI implementation partner that's affordable, learnable, and actually lands.

That's why AI PtoP exists.

Our Approach

How We Make AI Work in Practice

End-to-end AI consulting

Diagnosis → selection → PoC → SOP → training, with us alongside the whole way — not dropping a tool and leaving.

People-first, process-first

We start from your process and amplify people. AI augments rather than replaces — and your team needn't change habits just to use it.

Fast to value

Live in weeks, not six months of planning. Pilot to prove it, then scale.

Enterprise-grade data security

Designed around your security and compliance needs, with core business data kept under control.

Strategic Partner

We Don't Go It Alone

Intellengence DNA

ISO certification, learning & leadership consulting | 30 years of industry experience

Dozens of SME clients served

Intellengence DNA handles industry know-how and client assessment,
AI PtoP handles AI applications and engineering.

Together, we form a partnership advantage that's hard to replicate.

StreamActivate

Real-time equipment data streaming & smart alerts

StreamActivate handles real-time equipment data streaming and smart alerts,
turning shop-floor data from dormant into action.