Evidence
What we have built, and how far it has been proven
Every item below carries a status. We would rather publish a short, honest register than a long list of implied references.
Status definitions
Four labels, used consistently
Delivered — internal record
Prototype
Contributed
Concept — validation required
Register
Work, status and what is withheld
PCIM — plate heat exchanger project and service management
Delivered — internal record
Multi-stage service management from on-board inspection through logistics and workshop stages to reinstallation and project reporting. Equipment records, ten standard nodes, point-by-point photos, measurements, pressure tests and project reports.
Withheld / boundary: Client, vessel, yard and commercial details are not published. Any interface shown publicly uses synthetic demonstration data.
CPIM — ICCP / AEN / MGPS inspection, service and reporting
Delivered — internal record
Per-vessel system and component configuration, pre-inspection, spare parts, service and replacement, test values and photos, and inspection / service / sign-off reports.
Withheld / boundary: Customer names, IMO numbers, yards, personal names, phone numbers and third-party brands are not published.
AP Marine Door — installation check, commissioning and problem closure
Delivered — internal record
Installation check and function check as two stages, Not OK findings with owner and status, rectification and re-verification, daily reports, and open problems blocking the final report.
Withheld / boundary: Customer, yard and site addresses are not published. No server, user or infrastructure detail is published.
UK pipeline service company field software
Delivered — internal record
Field pipeline service engineers capture site photos and service information, obtain the customer signature, generate a service report and send it to the customer by email.
Withheld / boundary: The client is not named. This is our clearest evidence that the pattern transfers outside maritime.
Property, security, cleaning and inspection platform
Delivered — internal record
Front-line evidence capture by zone, central review and management, automatic daily service report generation, and sharing reviewed reports with residents.
Withheld / boundary: Site and client details are not published.
Project-based learning platform
Delivered — internal record
Project design, mind mapping, deeper inquiry, project showcase and assessment support for schools. A working demonstration exists.
Withheld / boundary: Named schools, student material and learning-outcome claims are not published.
Teacher work-record and developmental review platform
Delivered — internal record
Schools configure their own reporting and review requirements; teachers complete in steps with autosave; management reviews; data can be exported as the school’s report.
Withheld / boundary: This is school-defined and human-reviewed. It is not AI evaluation of teachers.
Community parking management software
Delivered — internal record
Residential parking order and enforcement support.
Withheld / boundary: Scenario detail and outcome evidence are still being packaged.
Worker daily report consolidation
Prototype
Front-line daily reports consolidated into management-readable project information.
Withheld / boundary: Input/output samples and before-and-after comparison are still being packaged.
WMS, warehouse and quotation management
Contributed
JJ AI TECH contributed to warehouse management and quotation management software inside a wider project owned by another party.
Withheld / boundary: We do not present that project’s customers or results as our own. Only anonymised process descriptions and synthetic data are used publicly.
Vision inspection follow-through workflow
Prototype
Sample review, defect re-check, disposition, rectification work orders and quality reporting around a third-party detection algorithm.
Withheld / boundary: Detection algorithms may be supplied by a third party the customer selects and authorises. No named plant deployment is claimed.
Unified ship-owner maintenance archive
Concept — validation required
A cross-supplier, cross-project, cross-year maintenance archive for ship owners and ship management companies, with controlled sharing between service providers and owners.
Withheld / boundary: This does not exist today. It is stated on this site as future direction only.
Publication boundaries
What we will not put on this site
- We do not publish customer names, logos, vessel names, yards, staff names, phone numbers, signatures, project amounts or equipment serial numbers without written permission.
- We do not publish accuracy rates, cost-saving percentages, ROI figures or customer counts.
- We do not describe ourselves as certified or compliant under any scheme. Data protection and hosting arrangements are agreed per project.
- We do not claim that any product is production-ready or fully secure in a customer’s target environment. Acceptance is subject to project validation.
- Interface material shown publicly uses a single set of synthetic demonstration data rather than redacted real screenshots.
Want the detail under NDA?
Where a client has given permission, we can walk through the actual workflow, records and reports in a call.