Intelligence-first services
for real business problems
Every engagement starts with a genuine problem diagnosis. We don't sell technology — we deliver outcomes. Here's what that looks like in practice.
The Engagement Process
No vague discovery sessions that lead nowhere. We move quickly from conversation to clarity.
Discovery
A focused 45-minute session to understand your business, problem, and constraints. No sales pitch — just honest problem scoping.
Diagnosis
We assess whether the problem is genuinely solvable by AI or digital tools, and what the right solution architecture looks like.
Proposal
A scoped engagement brief with clear deliverables, timeline, and investment — priced to the scope, not a standard template.
Build
AI-augmented delivery using our PaperclipAI + Claude Code stack — enterprise quality at SME timelines.
Handover
Full ownership transfer. You own the codebase, data, and system. Documentation and post-handover support options included.
Nadi-AI —
AI for GP Clinics
Our most advanced deployment: an OpenClaw dispatcher AI system with 12 specialised AI workers addressing 27 documented operational pain points in Malaysian GP clinics. Panel claim processing errors alone cost clinics between RM 30,000 and RM 60,000 annually. Nadi-AI fixes that — and much more.
Core