Technical Asset Memory,
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Vixai helps engineering-driven companies preserve, structure and reuse technical asset history — inspections, images, measurements and decisions — so future decisions are based on facts, not memory.
Outcome
Decisions with context
Input
Photos, readings, reports
Value
Knowledge that survives
Asset history timeline
ExampleInspection • 2025-10-03
Visual anomaly detected. Evidence attached. Risk classified as “Moderate”.
Measurements • 2025-10-10
Thickness readings trend down vs baseline. Similar cases found in 2 assets.
Decision • 2025-10-12
Repair scheduled. Rationale: compare-to-history + evidence confidence.
AI assist
“Show similar degradation patterns from the last 36 months and summarize outcomes.”
The problem
Most companies do not lack technical data. They lack technical memory. Inspection photos are scattered. Measurements live in spreadsheets. Reports are stored as PDFs. Decisions exist only in emails or in people’s heads.
When experienced engineers leave, the knowledge leaves with them. The same technical problems are analyzed repeatedly, past decisions are forgotten, and risk slowly accumulates.
Why traditional asset management fails
- CMMS systems track tasks, not reasoning
- Document repositories store files, not context
- Spreadsheets cannot represent technical history
- Photos without structure are not evidence
Technical history is not a folder. It is a timeline of decisions.
The Vixai concept
Vixai is built around one core idea:
Every physical asset has a technical history.
That history includes inspections, images, measurements, failures, maintenance actions and — most importantly — the decisions taken and why they were taken.
Vixai structures this history into a living technical memory that can be queried, compared and reused.
How it works
Core workflow
- Assets are uniquely identified and tracked over time
- Every inspection, measurement or image becomes a technical event
- Events are linked to evidence and decisions
- History becomes searchable and comparable
- AI assists by summarizing, finding similar cases and highlighting patterns
Principle
AI does not replace engineers. It supports engineering judgment by keeping context intact, surfacing evidence quickly, and reducing repeat analysis.
Typical queries
- • “What happened last time we saw this defect mode?”
- • “Show similar assets and the decision outcomes.”
- • “Summarize inspection evidence and rationale in one page.”
Who Vixai is for
If your decisions depend on asset condition, history and risk, Vixai is designed for you.
Industrial & manufacturing
Condition-driven decisions at scale.
Facilities & utilities
Long-lived assets and operational risk.
Engineering consultancies
Reusable insight across clients.
Integrity teams
Evidence, rationale, traceability.
Why companies stay
Over time, Vixai becomes the technical memory of your organization. Past inspections, decisions and outcomes remain accessible. Recurring issues are recognized. Knowledge survives personnel changes.
Leaving the system means losing context — not just data.
Early access
Vixai is currently in early development. We’re working with a small number of companies to shape the first version.
If you’re interested in a pilot or want to discuss your use case, leave your contact details. We typically reply within 1–2 business days.
Looking for: teams with inspections + photos + measurements who want better traceability.