IQ Thread IQThread

Improve every shift.

IQ Thread connects production plans, operator execution, machine behavior, maintenance work, and reliability evidence in one continuous operating thread—so every shift can plan, act, learn, and improve from the same facts.

  • plan production with machine and maintenance context visible
  • give operators, technicians, and leads the view their work requires
  • turn every run, stop, repair, and close-out into performance evidence

Get your workspace

Create a workspace free. Add a card when you're ready to start the 30-day full trial.

$90 / user / month (introductory price)

one plant · five working perspectives

The plan, the floor, the work, and the result stay connected.

IQ Thread gives each role the view it needs without creating five versions of the truth. Production demand shapes maintenance priority. Machine conditions shape the plan. Operator context follows the work. Every completed cycle becomes evidence for the next decision.

01 · production and planning

Schedule what the plant can actually run.

Plan jobs across machine lanes, reorder dispatch queues, and move work on a visual timeline. Running jobs, material readiness, machine state, open downtime, and maintenance constraints stay in the same decision surface.

  • drag-and-drop dispatch and time planning across machines
  • planned quantity, due dates, cycle assumptions, and live progress
  • maintenance work remains visible before the planner commits capacity
The IQ Thread production plan coordinating running and queued jobs across four machines while maintenance work and open downtime remain visible in each lane.
Production Plan keeps ordered job queues and maintenance context together instead of making the planner reconcile separate systems.
02 · operator

Give the person at the machine the next useful action.

The phone and tablet experience stays focused on execution: see the running job, read instructions, record good and scrap output, explain downtime, complete a checklist, report a problem, or ask about the machine without leaving the floor.

  • maintenance constraints appear before an operator starts work
  • run-signal history and production counts support the human record
  • free operator access keeps observations tied to the person and shift
The phone-sized operator workspace for a running job, showing maintenance constraints, job progress, good quantity, rate, elapsed time, and the controls to pause or complete the run.
Operator Execute shows the job, progress, rate, counts, and maintenance constraints in a field-ready layout.
03 · maintenance

Work the right problem with the evidence attached.

Requests become structured work with asset, component, condition, production demand, assignment, procedure, parts, labor, attachments, and close-out evidence. Priority recommendations explain every factor and keep missing evidence visible.

  • Today, Kanban, calendar, PM plans, procedures, and mobile execution
  • parts, costs, documents, meter conditions, notifications, and follow-up
  • close-out codes and repair detail feed reliability and case memory
IQ Thread work-order priority brief explaining its recommendation from reported severity, asset criticality, current condition, production demand, and visible evidence.
Explainable work priority connects production demand and machine condition to a recommendation without silently rescheduling the work.
04 · reliability

Turn repair history into fewer repeat failures.

Downtime episodes, coded failures, component paths, labor, parts, direct cost, and available runtime evidence come together by machine. Repeat patterns become visible, close-outs become searchable cases, and observed recurrence can challenge the assumptions in the FMEA.

  • downtime by reason and machine with episode-level coding
  • failure modes, causes, assemblies, recurrence, and repair effort
  • FMEA and case memory stay connected to what the plant observed
The IQ Thread reliability report connecting corrective-work frequency, recorded labor, runtime evidence, repeat failure modes, and direct maintenance cost by machine.
Reliability evidence keeps frequency, repair effort, runtime, repeat modes, and direct cost literal and reviewable.
05 · performance

See production and maintenance as one operating result.

Machine state, running jobs, good and scrap counts, rate, downtime, maintenance holds, and measured OEE share one board. Shift, cell, work-order, spend, inventory, downtime, failure, and reliability reports let each team follow the same evidence from a plant view down to the source record.

  • job progress beside machine state and maintenance constraints
  • OEE remains undefined until the required production evidence exists
  • reports preserve scope, time window, and drill-down evidence
The IQ Thread production board showing machine state, running jobs, good and scrap counts, production rate, seven-day OEE, downtime, and maintenance holds together.
Production Board puts output, job progress, machine state, downtime, maintenance holds, and OEE in one factual view.
connect what you have

From one run signal to a connected plant.

Start manually, bind one existing signal, or connect the broader machine-data stack. Stored tags, formulas, SHARC channels, i3X objects, run states, counters, and meters become reusable signals for dashboards, downtime, production counts, condition rules, and analysis.

Native i3XBrowse registered servers, preserve hierarchy, and use live values or history without a custom adapter.
Wireless SHARCBLE-assisted onboarding, MQTT ingestion, channel history, and machine-bound sensing for analog or discrete inputs.
DIME edgeBring OPC-UA, Modbus, S7, EtherNet/IP, MTConnect, Fanuc Focas, MQTT/SparkplugB, SQL, HTTP, and other sources through the on-site collector. The gateway kit's local MQTT bridge queues across WAN outages and drains after reconnect.
The IQ Thread dashboard signal browser with live source tabs for stored tags and formulas, SHARC sensors, i3X servers, and configured machine run signals.
One signal browser exposes stored tags and formulas, SHARC, i3X, and machine run signals wherever the product needs a source.
deployment

The same intelligence, where you need it. Run IQ Thread as a cloud workspace or as a dedicated single-tenant installation on your server. Configure AI and document storage for the deployment, keep history backed up and exportable, and give each team the interface in the language it works in.

before you ask

Questions owners actually ask

How much does it cost?

Maintenance seats are $90 each per month with a 3-seat minimum ($270/month). Operators are free and unlimited. Machine-data gateways are $90 per connected site per month. Purchasing, analytics, IQ, and preventive maintenance are included. You can create a limited workspace without a card; adding one starts the 30-day full trial.

Can IQ take action, or does it only answer questions?

It can do both. The maintenance assistant can analyze live records and cited documents, then use role-checked tools to create or update work, build procedures and PM plans, configure dashboards, and add meter rules. Tool results remain visible, and destructive actions require confirmation.

What happens to my data if I cancel?

It stays yours. Cancellation or a failed payment demotes the workspace gracefully — the founder keeps access, nothing is deleted, and you can export everything.

Do operators need accounts or their own hardware?

No. Operators share the machine tablets — tap your name, enter a 4-digit quick code. Quick codes only open the operator side, never the maintenance portal. And operators never consume paid seats.

Can we bring our existing maintenance history?

Yes. We can map machines, work-order history, PM schedules, parts, and people into IQ Thread. Imported close-outs can become searchable case history, so the system begins with what your team has already learned instead of starting from zero.

Do you support i3X machine data?

Yes — natively. Point IQ Thread at any i3X-speaking server and its live values and history become dashboard tiles and downtime run signals without a custom integration. For machines that don't speak anything yet, a wireless SHARC sensor covers them in about five minutes.

We already collect machine data. Can IQ Thread use it?

Yes — that is the intended path. IQ Thread accepts data from an on-site collector over MQTT, so whatever it already speaks (OPC-UA, Modbus, MTConnect, Fanuc, S7, EtherNet/IP…) reaches IQ Thread without new PLC work. You provision a gateway per site, paste the generated config block, and its tags register themselves as they arrive. The collector timestamps readings at the source, while the gateway kit's local MQTT bridge queues across WAN outages and drains after reconnect. Raw retention is configurable and permanent hourly summaries keep long-range trends economical.

Does purchasing need our ERP, or does IQ Thread handle it?

IQ Thread handles the whole maintenance purchasing loop itself: requisition → RFQ → purchase order → receiving, with multi-vendor multi-brand pricing under one internal stock number and full price history. Shops without an ERP run purchasing entirely in IQ Thread; shops with one keep financials there and use IQ Thread for the maintenance-side flow.

How fast can it answer from OUR manuals?

Upload the PDF and IQ Thread indexes its text, tables, and page images. Typical manuals become answerable with page-level citations in about a minute; large or complex documents can take longer.

Where does our data live, and what is backed up?

Cloud workspaces isolate each tenant's operational database, document prefix, search collections, and device ownership. Nightly backups cover operational records, search data, ingestion records, and broker access state. Dedicated deployments use the same application with storage and AI providers configured for the installation. Ask us to walk through the exact data path before rollout.