What Backflip AI does

Backflip AI is a Delaware-incorporated, Miami-based AI company founded in 2022 that builds foundation models for 3D generative design. Its core products convert text prompts, photos, sketches, and — most distinctively — 3D scans and meshes into parametric, manufacturing-ready CAD models. The flagship Mesh-to-CAD capability is delivered through two channels: a self-serve web app at app.backflip.ai that outputs .STEP files compatible with any CAD package, and a native Onshape plugin that embeds the conversion workflow directly in the Onshape sidebar with full feature-tree preservation. Earlier products in the suite include Text-to-3D Print and Scan-to-STL, targeted at democratizing 3D design for non-expert users.

Underlying the product is a set of proprietary, purpose-trained 3D AI models covering generative 3D synthesis, computer vision on point clouds and meshes, and automated parametric reconstruction — not a repackaging of generic 2D or language models. The company is led by Greg Mark (CEO) and David Benhaim (CTO), co-founders of Markforged (NYSE: MKFG), whose prior 3D printing technology is deployed across all seven continents.

Backflip operates a product-led growth motion with a public waitlist during its active beta; pricing has not been disclosed, but the structure is consistent with a tiered SaaS subscription targeting both individual CAD users and enterprise engineering teams. Distribution combines the Onshape App Store ecosystem with a web-based self-serve channel, and the company has signaled expansion into additional CAD plugins. A $30 million Series A closed in December 2024 led by Andreessen Horowitz and NEA funds continued model development and team build-out.

Name

Backflip AI

Legal name

Backflip AI

Website

https://www.backflip.ai/

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Backflip AI builds proprietary AI foundation models that convert text, photos, sketches, and 3D scans into parametric CAD models. Founded in 2022 by Markforged co-founders Greg Mark and David Benhaim, it serves manufacturing engineers and 3D design users via a web app and an Onshape plugin.

Ownership category

akta.pro rank

Headquarters

HQ city

Miami

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Others

Revenue model

1. SaaS Subscription (inferred): Based on the product-led growth motion and beta waitlist model, Backflip AI appears to operate on a SaaS subscription basis for its AI-powered 3D CAD tools, likely with tiered pricing for individuals and enterprise teams.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Backflip AI develops AI-powered 3D design tools that convert 3D scans, meshes, text prompts, and sketches into parametric CAD models and 3D-printable files in seconds. Its flagship product is Mesh-to-CAD, available via a native Onshape plugin or a web app that exports .STEP files, alongside a Text-to-3D Print tool that turns natural language prompts into manufacturable 3D models.

Product overview

Backflip AI is a vertical AI company offering a suite of 3D AI tools for the physical world, built to accelerate the way users create the future. The core product is the Text-to-3D Print platform that generates 3D designs from text, photos, or sketches. The company has expanded to focus on Mesh-to-CAD technology, which transforms 3D scans and meshes into parametric CAD models in seconds. Mesh-to-CAD is available via two delivery mechanisms: an Onshape Plugin (native sidebar integration) and the Backflip Web App (cross-platform .STEP file export). The company was founded by Markforged veterans and launched commercially in December 2024 with $30M Series A funding led by Andreessen Horowitz and NEA.

Differentiator

Problem solved

Functional benefit

Products and services

• Mesh-to-CAD AI-powered 3D mesh-to-CAD conversion tool that transforms 3D scans, meshes, and point clouds into editable parametric CAD-native models in seconds. Available via a native Onshape plugin that preserves the feature tree and a web app that exports .STEP files compatible with the full manufacturing ecosystem. Targets manufacturing and engineering teams that need to rebuild replacement parts or accelerate CAD design workflows, plus individuals digitizing 3D scans.
• Text-to-3D Print AI platform that generates 3D printable models directly from text prompts, photos, or sketches. Enables amateur and veteran 3D designers to produce manufacturable physical objects without traditional CAD expertise, democratizing the frontend of the 3D design process. Targets individual designers, hobbyists, and non-expert users who lack CAD training.

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability8 records

Feature5 records

Partnerships

One partnership is on record.

• OnshapecoreTechnology or IntegrationNative integration partnership where Backflip provides an Onshape plugin that converts 3D scans to parametric CAD models directly within the Onshape environment, complete with native feature tree. Currently natively builds in Onshape or exports .STEP files.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Meshy AI: Generative AI platform producing 3D models from text and images. Comparable on the text-to-3D and image-to-3D side of Backflip's product suite.
• Markforged: NYSE-listed 3D printing company co-founded by Backflip's founders. Shares deep domain expertise and target customers in digital manufacturing, and represents the prior instantiation of the founders' vision.
• Luma AI: AI company focused on 3D capture and generation (text/image-to-3D). Overlaps with Backflip's generative 3D capabilities for creative and prosumer users.
• nTopology: Engineering software company offering AI- and generative-design-driven CAD workflows. Directly comparable to Backflip's automated mesh-to-CAD and design automation proposition.

Broad incumbents

• Dassault Systèmes (SOLIDWORKS / CATIA): Dominant parametric CAD vendors serving manufacturing. Their generative design and 3D modeling suites overlap with Backflip's mesh-to-CAD and parametric outputs (.STEP).
• PTC (Onshape): Owner of the Onshape cloud-native CAD platform in which Backflip's plugin is embedded. Both a partner and a potential competitor as PTC builds its own AI capabilities.
• Autodesk (Fusion 360): Incumbent CAD/CAM platform with embedded generative design and AI features. Competes with Backflip by offering AI-assisted design inside a much broader CAD/CAE portfolio.

Emerging players

• Kaedim: AI tool that converts images and sketches into production-ready 3D models. Comparable on the text/2D-to-3D generative use case, narrower on parametric CAD than Backflip.
• Polycam: 3D scanning and photogrammetry platform with AI-based editing. Adjacent to Backflip's scan-to-CAD workflow on the capture side of the pipeline.
• Tripo3D: Early-stage text/image-to-3D foundation model company. Competes on the generative 3D side but is less focused on parametric CAD outputs for manufacturing.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Backflip AI