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Manufacturing · head to head

Prodsmart vs Sight Machine

Prodsmart logo

Prodsmart

Manufacturing

Mobile manufacturing execution for small plants, acquired by Autodesk and folded into Fusion Operations

From
On request
Rated
-
Full reviewWebsite
Sight Machine logo

Sight Machine

Manufacturing

Enterprise manufacturing data platform that builds a plant data model rather than a dashboard

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Prodsmart the product has been absorbed into the Autodesk Fusion family, so the standalone brand, pricing page and channel that earlier reviews describe no longer reflect how it is bought, and buyers must evaluate the current Autodesk packaging instead.; Sight Machine onboarding is a data engineering project measured in months per plant, so value arrives long after the contract starts and the internal sponsor needs the patience and budget to survive that gap.
  • They diverge on capability: Prodsmart covers Mobile shop floor declarations, Sight Machine covers Unified plant data model.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Prodsmart and Sight Machine actually diverge.

Attributes where Prodsmart and Sight Machine differ
AttributeProdsmartSight Machine
PlatformsWeb, iOS, AndroidWeb, API

Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated), category (Manufacturing).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Prodsmart

  • Mobile shop floor declarations
  • No controller integration required
  • Traceability
  • Live production status
  • Basic OEE
  • Maintenance records

Only in Sight Machine

  • Unified plant data model
  • Broad ingestion
  • Cross plant benchmarking
  • Root cause analysis
  • Natural language querying
  • Cloud data platform delivery

What people use each for

The jobs each tool is most often brought in to do.

Prodsmart

  • A small manufacturer with older machines that cannot be connected to any network without a costly retrofitnot Sight Machine
  • A plant that needs lot traceability for a customer or regulatory audit and currently keeps it on papernot Sight Machine
  • A shop wanting live work order status without installing terminals and cabling on the floornot Sight Machine
  • An Autodesk Fusion user looking for an operations layer from the same vendor as its CAD and CAMnot Sight Machine

Sight Machine

  • A corporate operations team that cannot compare plant performance because every site defines a stoppage differentlynot Prodsmart
  • A manufacturer whose historian data is plentiful but has never been modelled into anything a business can querynot Prodsmart
  • A group standardising manufacturing reporting into a cloud data warehouse alongside finance and supply chain datanot Prodsmart
  • A quality organisation investigating a defect that appears at several plants with different equipmentnot Prodsmart

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Prodsmart

  • The product has been absorbed into the Autodesk Fusion family, so the standalone brand, pricing page and channel that earlier reviews describe no longer reflect how it is bought, and buyers must evaluate the current Autodesk packaging instead.
  • All data originates from operator declarations, so accuracy depends entirely on shop floor discipline, and a plant that cannot enforce scanning gets confident charts built on incomplete input.
  • Because it reads nothing from machines, it cannot detect a stoppage the operator does not report, which means downtime analysis captures what people admit to rather than what happened.
  • Scheduling and planning are shallow compared with a full MES or ERP, so most customers still plan elsewhere and use Prodsmart for execution only.
  • Support and account management now run through a very large software vendor, and small manufacturers frequently report longer response paths than they had with the original company.

Sight Machine

  • Onboarding is a data engineering project measured in months per plant, so value arrives long after the contract starts and the internal sponsor needs the patience and budget to survive that gap.
  • It assumes the instrumentation already exists, so a plant whose machines produce no usable data gets nothing from a data platform and needs to solve connectivity first with a different class of product.
  • Pricing scales with plants and data volume and is never published, which puts it out of reach for single site manufacturers regardless of how relevant the capability sounds.
  • It is not an MES and does not control or execute anything, so it sits on top of the operational systems and adds a layer to maintain rather than replacing one.
  • Success depends on a central team that owns definitions and enforces them, and in groups where plants retain autonomy the standardisation the platform provides gets quietly ignored at site level.

Pricing, plan by plan

Prodsmart

On request
  • Prodsmart (Autodesk Fusion Operations)$undefined/year
    • Mobile shop floor execution
    • Traceability and production reporting
    • Sold within the Autodesk Fusion product family

Sight Machine

On request
  • Sight Machine$undefined/year
    • Enterprise manufacturing data platform
    • Per plant onboarding and modelling services
    • Cross site analytics and benchmarking

Which should you pick?

Choose Prodsmart if

  • You need mobile shop floor declarations.
  • You work on Web, iOS, Android.
  • You also want no controller integration required.
Prodsmart review

Choose Sight Machine if

  • You need unified plant data model.
  • You work on Web, API.
  • You also want broad ingestion.
Sight Machine review

Questions people ask

Is Prodsmart or Sight Machine better?
Neither clearly leads. Prodsmart starts at On request and Sight Machine at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Prodsmart or Sight Machine?
Prodsmart starts at On request and Sight Machine at On request.
Does Prodsmart or Sight Machine run on more platforms?
Prodsmart runs on Web, iOS, Android. Sight Machine runs on Web, API.
What is Prodsmart best used for?
Prodsmart is most often used for a small manufacturer with older machines that cannot be connected to any network without a costly retrofit, a plant that needs lot traceability for a customer or regulatory audit and currently keeps it on paper, a shop wanting live work order status without installing terminals and cabling on the floor, an autodesk fusion user looking for an operations layer from the same vendor as its cad and cam. Of those, a small manufacturer with older machines that cannot be connected to any network without a costly retrofit and a plant that needs lot traceability for a customer or regulatory audit and currently keeps it on paper are not what Sight Machine is typically brought in for.
What can Prodsmart do that Sight Machine cannot?
Prodsmart covers Mobile shop floor declarations, No controller integration required, Traceability, Live production status. Sight Machine covers Unified plant data model, Broad ingestion, Cross plant benchmarking, Root cause analysis.

Answered from the vendors’ own pages

Prodsmart: Who owns Prodsmart?

Autodesk acquired it in 2022 and has integrated it into the Fusion product family as its operations offering.

Sight Machine: Is this an OEE product?

It can produce OEE, but buying it for OEE alone is expensive. The reason to buy it is cross plant data standardisation.

Prodsmart: Does it need my machines to be connected?

No. That is the central design decision. Operators declare production on mobile devices.

Sight Machine: Does it need a historian?

It reads from historians, control systems and MES. Some source of machine data is a prerequisite.

Prodsmart: Is it a full MES?

It covers execution, traceability and basic OEE. Detailed scheduling, quality workflows and controller level data are not its scope.

Sight Machine: How long does a plant take to onboard?

Plan in months per plant, depending on how many sources and how inconsistent the existing definitions are.

Prodsmart: Can I still buy it as a standalone product?

It is sold through Autodesk. Confirm the current packaging and pricing with Autodesk rather than relying on pre acquisition material.

Sight Machine: Who is the buyer?

A corporate manufacturing, quality or digital function. It is rarely a plant level purchase.

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