Backflip AI

Turns 3D scans and STL meshes into editable parametric CAD with a feature tree, as a Fusion add-in or a web app.

Overview

Backflip AI runs the conversion almost everything else in this field runs the other way. Instead of producing a mesh, it consumes one: feed it a 3D scan, an STL or an OBJ and it returns editable parametric CAD, as STEP, as a SolidWorks part, or as Fusion features with the history intact. It is deliberately indifferent to appearance. The platform ignores texture and material entirely and spends its whole budget on geometric fidelity, so that flat faces come out flat, cylinders come out mathematically round, and hole positions land on sensible tolerances. It runs as an Autodesk Fusion add-in and as a standalone web app.

Key features

Mesh to B-Rep, not mesh to mesh

A polygon mesh describes a surface; CAD describes a solid built from exact curves. Converting between them is the hard direction, and STEP output is what makes the result usable by CAM software to cut real toolpaths. This is the capability the whole product exists for.

Editable feature history, not a dumb solid

Native SolidWorks and Fusion output preserve the feature tree, so the result can be edited parametrically afterwards. Importing a mesh into CAD by hand gives you an uneditable reference body instead, which is the usual dead end.

Fast Mode and Thinking Mode

Two processing modes at different compute costs: 10 credits for Fast, 50 for Thinking. The pricing makes the trade-off explicit rather than hiding it, which is unusual and helps when deciding what a part is worth.

Deliberately texture-blind

No UVs, no PBR, no colour. For a machinist a mathematically true bracket is worth more than a photorealistic rusty one, and the entire compute budget goes to geometry. Do not come here for anything that has to look good.

Batch processing

Dozens of scan files can be queued and returned as a batch of STEP files or feature trees, which is what makes digitising a backlog of legacy parts practical rather than theoretical.

Pros and cons

What users consistently praise

  • Solves the direction of conversion that is genuinely hard, mesh to editable B-Rep, rather than the easy one.
  • STEP and native SolidWorks or Fusion output preserve a feature tree, so the result can actually be edited afterwards.
  • Free tier is real: 60 credits with no card, enough for a full Thinking Mode job before deciding.
  • Credit costs per mode are published, so the compute trade-off is visible before you spend it.

What users consistently criticise

  • No texture, colour or material output of any kind, by design.
  • Credits do not roll over month to month, so uneven usage wastes the allowance.
  • Only makes sense for manufactured geometry. Organic and sculpted shapes have no parametric structure to recover.
  • Positioning has moved: earlier coverage describes it as a generative 3D tool, which is no longer what it is.

Recurring themes across third-party user reviews (G2, Capterra, TrustRadius).

Pricing

Is Backflip AI free?

Backflip AI is free to start. There is a free tier you can use indefinitely, and paid plans begin at USD 20/month.

Plan Price What you get
Free USD 0 60 credits on signup, no card required. Enough for one Thinking Mode job or up to six Fast Mode jobs.
Builder USD 20/month 100 credits a month, for individual and casual use.
Pro USD 50/month 300 credits a month, for power users and small teams.
Business USD 380/month 2,500 credits a month.
Enterprise Custom Contact sales.

checked 2026-09-03

Best for

Anyone holding a scan that has to become a real part

Scan to CAD is the standard reverse-engineering bottleneck, normally solved by an engineer remodelling the part by hand from measurements. That is the labour this replaces.

People stuck with an STL and no source file

Downloaded models and generated meshes arrive as STL with no editable original. If you need to change a dimension rather than just print it, this is the direction of travel, and STEP is the destination.

Teams digitising legacy inventory

Batch conversion of shelves of obsolete parts into on-demand digital files is the use case the batch pipeline is built around.

Who should look elsewhere

Anyone wanting a good-looking asset

The platform discards colour and material by design. There is no texturing here at all, and no intention of adding any.

Organic shapes and characters

Parametric CAD describes machined and manufactured geometry. A face or a tree has no feature tree to recover, so this is the wrong tool for anything sculpted.

Casual one-off users

The free 60 credits buy one Thinking Mode job. After that the entry plan is USD 20 a month and credits do not roll over, so occasional use pays for capacity it does not consume.

Frequently asked questions

What does it actually convert?

Meshes into CAD. It takes STL, OBJ, GLB, glTF or PLY, and returns STEP, a SolidWorks part, or Fusion features with editable history. It can also return a cleaned mesh as STL, OBJ, GLB or PLY if parametric editing is not what you need.

Why does STEP matter rather than just a clean STL?

An STL describes a surface out of triangles. STEP describes a solid out of exact mathematical curves and surfaces, which is what CAM software needs to generate an accurate toolpath and what CAD software needs before you can change a dimension. Converting between the two is the whole problem.

Is there a free tier?

Yes. Creating an account gives 60 credits with no card required, which covers one Thinking Mode job or up to six Fast Mode jobs. Paid plans start at Builder, USD 20 a month for 100 credits, checked on 2026-09-03.

What is the difference between Fast Mode and Thinking Mode?

Compute spent per job, priced at 10 credits and 50 credits respectively. Thinking Mode is for parts where the reconstruction has to be right rather than quick.

Will it texture my model?

No, and that is deliberate. Backflip is texture-blind and material-agnostic. Everything it computes goes into geometric accuracy: flat faces flat, cylinders true, hole spacing on sensible tolerances.

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