AIMAILABS Sdn. Bhd. is a founder-led technology company based in Kota Kinabalu, Sabah. We build governed AI infrastructure for operational decisions—not generic chatbots and not another isolated dashboard.
The company direction emerged after PETRONAS SKGAS leadership raised a real inspection workflow challenge. That led to Inspecta: a working application designed to help move field evidence through assessment, guideline application and human review.
Building Inspecta exposed a larger pattern. The difficult part was not simply detecting a defect or generating text. The real challenge was converting company knowledge, evidence requirements and approval rules into a controlled software workflow.
We believe credibility comes from separating what is real today from what remains an ambition.
The first application originated from an actual industrial workflow need.
Inspecta progressed beyond concept stage and was exercised in an industrial context.
Industrial evidence and assessment workflow were tested with human review.
Inspecta achieved internal catalogue visibility under Digital Solutions.
The technical methodology is published on OnePetro as paper OTC-36640-MS.
Working software, a real operational origin, industrial workflow testing, catalogue listing and public technical documentation.
Recurring revenue, signed long-term contracts, repeatable sales and multi-customer deployment remain the next milestones.
Convert validation into controlled paid deployments and recurring platform relationships.
Build a reusable industrial AI platform that can expand from Sabah to national and regional markets.
Model output is a hypothesis until it is verified, normalised and allowed to influence the decision.
Company-approved knowledge governs eligibility, calculations, escalation and finalisation.
High-risk operational decisions remain accountable to authorised people with a complete audit trail.
New workflows should reuse the same compiler, runtime and governance layer.
Pilots and publications are validation—not substitutes for paying customers and renewals.
Local technical capability can solve globally relevant industrial problems when it is grounded in real operations.
Registration No. 202601008686 (1670784-A)
Kota Kinabalu, Sabah, Malaysia
Former senior offshore structural engineer with industrial asset-integrity experience, now building software that connects operational evidence, engineering knowledge and governed decisions.
marklinhamid@aimailabs.com →We are looking for customers and partners who have a real workflow, an accountable decision owner and the willingness to validate measurable outcomes.