Fewer escalations
Recurring problems stop depending on one person being available, on shift, or still at the company.
Advanced technology for knowledge continuity
Venomiq uses AI to model expert reasoning as a living knowledge base — structured, auditable, and permanently accessible to your organization.
AI-driven extraction
Venomiq builds the knowledge model from what your company already has: maintenance documents, machine logs, fault reports and interviews with your senior engineers. Nothing has to be written from scratch, and no integration into your control systems is required.
Knowledge sources 4 sources
line-3-fault-reports.pdf extracting…
maintenance-logs 2018–2025 2,847 facts
expert-interviews · 12 h 1,204 rules
equipment-manuals/ queued
Causal traceability
Every answer comes with an auditable chain of reasoning — symptom, evidence, ruled-out causes and confirmed root cause — never black-box correlation. Engineers can see why the system reached a conclusion, follow it back to the source, and challenge it.
Chain of reasoning case #1842
- symptom Spindle vibration above threshold
- ruled out Shaft misalignment
- root cause Bearing preload lost · temp trend +7 °C
- action Replace bearing set, re-check preload
Guided diagnostics for the whole team
Junior engineers query the knowledge base in plain language, with no specialist training needed. The whole team resolves issues using the encoded reasoning of its most experienced colleagues, so escalations decrease and senior engineers regain time for mentoring and genuinely complex work.
Bearing preload lost
92%
Tool holder imbalance
64%
Shaft misalignment
11%
A living knowledge base
Every case your team resolves feeds back into the model, together with your engineers. The knowledge base grows steadily instead of ageing into another forgotten document archive.
12,849facts
38,201causal links
47sources
Built for generational continuity
Across manufacturing, a generation of highly experienced engineers is approaching retirement. Much of what they know has never been written down. Venomiq gives that knowledge a stable, documented form, so escalations stay low, onboarding stays steady, and diagnostic capability is carried forward intact.
Steady onboarding
New engineers reach diagnostic autonomy faster, with the reasoning of your experts at hand from day one.
Expertise that stays
Diagnostic capability survives retirements, handovers and reorganisations as a documented company asset.
Why Venomiq?
Knowledge can be synthesized and protected, so that new engineers — and your company — keep benefiting from it.
Explainable by design
A traceable chain of causality behind every insight, auditable end to end.
Data sovereignty
Fully on-premise deployment for sensitive know-how. No cloud dependency, no data leaving your company: your institutional knowledge remains a protected internal asset.
Low-effort adoption
Starts from your existing documents and expert interviews — no integration into your control systems required.
A trusted partner
Built by Sparsity, a Universitat Politècnica de Catalunya spin-off founded in 2010 and recognised by the European Commission for its innovation capacity.
Is there a problem only one person in your company can solve?
Then that knowledge is worth protecting. Let's talk about how.
Ask us for a pilot