Two Ways We Deliver
AI for Asset Integrity

AIMAILABS operates across two service tracks. Deploy our purpose-built platform on your asset portfolio, or commission a bespoke AI-native application engineered from first principles for your specific operational workflow.

TRACK 01
Deploy ACUITAS Integrity Suite

Deploy our production-ready integrity management platform on your asset portfolio. INSPECTA handles multi-discipline inspection, COREVA drives engineering assessment, MAINTENA closes the loop to maintenance execution. Per-asset licensing scales from a single platform to your full portfolio.

Explore ACUITAS →
TRACK 02
AI-Native Application Development

When your operational challenge has no off-the-shelf answer, we engineer from first principles. We design the domain ontology, build the knowledge graph, train or adapt AI models, and deliver a production-grade application your team fully owns — not a SaaS subscription, not a consultancy report.

How it works ↓

When Standard Software
Doesn't Fit Your Reality

Offshore O&G operations carry highly specific asset types, standards, regulatory frameworks, and operational constraints. We build AI applications that encode your exact domain — not a generic tool retrofitted to your workflow, but a system purpose-designed for your problem from the ground up.

Domain Analysis
Week 1–2

We work alongside your engineers and integrity specialists to map the full operational domain — asset taxonomy, defect classification, applicable standards, assessment logic, regulatory constraints, and the exact decisions the application needs to support.

Knowledge Architecture
Week 2–4

We design the ontology and knowledge graph that encodes your domain — component codes, defect types, assessment rules, action codes, and the relationships between them. This becomes the reasoning backbone of your application, independently auditable by your engineering team.

Application Build
Week 3–8

We build the application stack — AI models (vision, language, or graph), the user interface for field and office use, database schema, reporting layer, and any enterprise system integrations your workflow requires. Delivered as a working, testable system at each stage.

Delivery & Handover
Week 6–10

Full source code, ontology files, model weights, and documentation transferred to your team. We provide training, a validation period with real operational data, and an Annual Maintenance Contract covering updates and domain extensions.

A System. Not a Subscription.

Every bespoke application AIMAILABS builds is delivered as a fully-owned system. Your organisation controls the application, the data, and the AI models. No vendor lock-in. No ongoing usage fees beyond the agreed AMC.

01
Domain Ontology & Knowledge Graph

The encoded engineering knowledge that drives the application — your asset taxonomy, defect classifications, assessment rules, and action codes. Independently auditable. Extendable by your own engineers.

02
AI Models & Inference Pipeline

Computer vision models trained on your asset types, language models fine-tuned to your domain, and the inference pipeline connecting them to the application. Weights and training scripts delivered with the system.

03
Full Application Source Code

Every line of the application codebase — mobile, desktop, web, and backend. MIT or commercial licence, your choice. Your team can maintain, extend, and deploy without reference back to AIMAILABS.

04
Offline-First Architecture

Every application we build operates fully offline by default. No cloud dependency, no bandwidth requirement, no data leaving the local system until explicitly synchronised. Designed for the operational reality of remote offshore environments.

05
Enterprise Integration

SAP PM notification generation, Azure AD authentication, CMMS work order handoff — wired to your existing enterprise systems as part of the application build, not as an afterthought.

06
Annual Maintenance Contract

AIMAILABS retains the core ontology IP and AI model architecture. AMC covers ontology updates, model retraining, platform upgrades, and domain extensions as your operational requirements evolve.

Tell Us Your Workflow.
We'll Engineer the AI.

If you have an asset integrity challenge that existing software doesn't solve, we want to hear it. We'll scope a bespoke application, define the domain architecture, and show you a working prototype before you commit.