Dralvoriq AI reads the signals, emails and work you already have — then shows what is at risk, what to do, and when.
Dralvoriq AI pulls in the inbound request, the sensor trend and the inspection finding, matches them to the asset, and shows the critical work, schedule compliance, asset risk and service margin for every job in flight.
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Surface high-risk assets before they fail so crews intervene in a planned window instead of an emergency shutdown.
Turn emails, PDFs, photos and sensor alerts into structured cases so planners are not re-typing the same request.
Parts, permits and crew fit are staged against the job, so readiness is visible without a spreadsheet hunt.
Move a condition finding into an executable package while your team stays on the tools they already run.
Manufacturing moves differently across every facility — with specialized production lines, heavy mobile equipment fleets, live sensor telemetry, and critical maintenance cycles. The Nestack manufacturing suite is purpose-built to give your teams shared, real-time operational intelligence.
Each screen shows what AI does for your team at that moment — so work moves with fewer surprises, not extra process.
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AI reads the email, PDF or photo, matches it to the right asset, and flags urgency, duplicates and missing detail. Your team confirms a complete case in minutes — not after a round of follow-up calls.
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AI watches vibration, temperature and current against baseline, names the likely failure, and gives a window to intervene. Planners get evidence and a recommended action before the line stops.
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AI checks labor, parts and margin against past repairs and warns when weekend work or a thin contingency will hurt the quote. You send an estimate you can stand behind — not a guess.
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AI checks the task sequence, parts, tools and duration against similar work. Readiness gates show what is already green — so a plan is not released with a missing step or an unsafe gap.
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AI sees reserved, on-order and at-risk stock across sites, and tells you whether to reserve, transfer or buy. Shortages surface while there is still time — not when the technician is already on site.
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AI fits the job to a real crew window, flags missing permits or parts, and keeps schedule compliance in view. You accept a slot because it is feasible — not because it looked free on a whiteboard.
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AI picks the best available crew for the job, checks parts and certifications, and names a backup if the window slips. Dispatchers release work that is ready, not a blocked ticket that will stall in the field.
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AI answers from prior repairs, flags readings that are out of range, and keeps procedure, photos and progress on the tablet. Crews finish the step correctly the first time, even when the plant network is weak.
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AI drafts the field report from photos, measurements and parts used, and shows estimate versus actual. Approval, customer send and invoice-ready close happen from one pack — not a week of chasing notes.
Most legacy platforms ship one bundled model and you work inside its limits. Dralvoriq AI puts an intelligent orchestration layer between the plant signal and the model, so every stage of a maintenance package runs on the intelligence that suits it best.
One rigid model, one generic pass, and no step you can point to a domain-specific model.
You work within its limits.
Layout-aware OCR extracts technical tables, schematic callouts, and handwritten shift notes that general-purpose models flatten into prose.
A fine-tuned classifier categorizes mechanical, electrical, and pneumatic issues across your taxonomy at a fraction of frontier token costs.
Long context holds decades of overhaul logs and vibration histories, so a bearing replacement in 2021 contextualizes today's vibration spike.
Constrained decoding against strict enterprise schemas ensures work order line items land cleanly in SAP PM, IBM Maximo, or Fiix.
Maintains regulatory structure across thousands of procedures, citing exact OSHA LOTO steps and NFPA arc flash boundaries for lead techs.
High-throughput reasoning models calculate degradation curves twice to cross-check anomaly flags before raising priority to critical.
Fuzzy part matching is a vector retrieval problem, not generative chat — embeddings and cross-encoders identify compatible substitute seals.
Open-weight models execute inside your own plant SCADA or private cloud boundary, keeping sensitive operational parameters strictly on-premises.
Note: Model and product names are trademarks of their respective owners, used here to describe what runs where. Routing is configurable per workflow — no endorsement or partnership is implied.
How Dralvoriq AI orchestrates inbound anomalies, plans procedures, and validates readiness before technicians step onto the floor.
Dralvoriq AI pulls in the service email, the portal request, the inspection finding and the sensor anomaly, matches each to a real asset, and opens a structured case — with the source document, extracted fault and an AI match-confidence score attached.
Condition monitoring turns vibration, temperature and oil trends into risk-banded work candidates; planning assembles the tasks, parts, permits and certified crew each job needs; the AI Operations Brief expedites the critical jobs that lack parts and slots predicted bearing failures into the same outage.
Scheduling places jobs into feasible outage windows and dispatch releases only the ones that pass every readiness gate. Crews run the procedure in the field workspace, capture measurements and evidence, and closeout turns it all into a customer-ready service report.
Configurable workflows, controls and audit evidence to help organizations manage applicable maintenance, safety and asset-management requirements.
Dralvoriq AI drafts LOTO isolation packages with equipment-specific steps, holds work behind permit and authorized-worker gates, and captures the verification and sign-off record against each job.
Job Safety Analysis drafts cite NFPA 70E arc-flash boundaries alongside the isolation steps, and electrical work stays gated on permit and certification checks until a crew is released to it.
Asset risk scoring, maintenance decisions and schedule-compliance records give your organization operational evidence for the planning, operation and performance-evaluation clauses of an ISO 55001 asset-management system.
Note: Dralvoriq AI is not a certification and does not make an organization compliant. These are standards the platform supports operationally: it drafts the procedures, holds the gates and retains the records your own EHS, reliability and safety engineering processes depend on. Conformance assessment, audit and certification remain yours.
Most of what Dralvoriq AI reads begins on physical machinery and equipment on your plant floor. These are standard industrial peripherals and sensors, not proprietary locked hardware — each one is listed with the link it speaks over and the module that consumes its output.
A magnetic-mount BLE accelerometer that clips directly onto motor, pump, or gearbox housings. Streams triaxial vibration RMS and surface temperature readings into your live condition telemetry.
A drop-tested IP65 scanner for equipment nameplates, valve tags, and staged part bin barcodes. One scan opens the active work order in the technician workspace without searching through databases.
A DIN-rail mount gateway that bridges Modbus TCP, OPC-UA, and RS-485 serial buses from plant PLCs into the platform, caching telemetry locally during network dropouts.
Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
SAP, IBM Maximo, AVEVA PI, Kepware, Snowflake, and Microsoft Teams — and the rest of what your facility already runs on. Over 24 enterprise integrations across the maintenance lifecycle, every one reading the tool’s own official, documented public API.
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.
No per-seat arithmetic, no module gates, no surcharge for the technician who only checks the daily work order queue. The whole platform, one flat monthly figure, set from the Nestack admin.
One flat monthly figure for the whole platform. Talk to us about seats, sensor connector setup and onboarding for your facility or enterprise fleet.
Know moreNote: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
A one-time setup that gets your plant lines live on Dralvoriq AI before your first bill: we import your equipment register and spare parts BOMs, connect the SCADA, CMMS and ERP systems you already run, and calibrate the risk model against your own operational history. Fees below are starting points — final scope depends on your plant environment, integrations, and fleet scale.
Everything in Essential, plus:
Everything in Plus, plus:
Run Dralvoriq AI wherever your equipment telemetry, drawings, and work order data are allowed to live. The subscription price is identical either way.
Runs in Nestack’s managed cloud — nothing to provision. The fastest way to get your maintenance triage and scheduling live and clearing backlogs.
The same platform deployed inside your own OT infrastructure, private cloud or on-prem cluster for facilities with strict data sovereignty and air-gapped security requirements.
Telemetry, evaluations, safety guardrails, technician review, and an engineering crew on call when one of them flags an unverified isolation at 3am.
Pinned to the Industrial & Advanced Manufacturing agent playbook — not a generic agent checklist.
Cost, what a subscription includes, how fast you can start, and how Dralvoriq AI works with the systems you already run.
Connect with our teamPricing depends on the size of your operation, number of sites/assets, and the level of AI coverage you need. We can scope the right subscription around your plant rather than forcing you into a one-size-fits-all package. Talk to us for a plan and deployment estimate.
Dralvoriq AI turns operational and maintenance signals into prioritized actions—helping your team focus on the work that matters most, reduce avoidable downtime, and make better decisions without replacing the systems your plant already relies on.
You don't need to overhaul your plant to get started. Dralvoriq AI is designed to work with the operational data and systems you already have, allowing teams to start with a defined use case and expand once the value is proven.
No. Dralvoriq AI is designed to work alongside your existing plant systems. The goal is to add an intelligence layer to the information you already have—not force your team to abandon the tools they depend on.
Start with a measurable operational problem—such as maintenance prioritization, downtime, work-order efficiency, or asset performance. The value can then be evaluated against operational metrics rather than relying on an AI “score” alone.
Dralvoriq AI is built to support operational decision-making, not remove human accountability. Your team can review recommendations and retain control over what gets acted on, particularly where safety, maintenance, or production decisions require human approval.
Your deployment can include onboarding, integration guidance, configuration support, and assistance as your team begins using the system. The exact level of support depends on the subscription and deployment scope.
