Feb 6, 2023 · 16m · top-founders

They raised $2m then Got Acquired, Now IPO for 3d Building Tool

Nathan Latka · 5m spoken
0:00 / 0:00

gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions

Nathan Latka interviews Toggle3D founder Nima and Head of Product Dasha about their journey from raising $2 million in venture funding to being acquired by Nextech and preparing for a public spin-out IPO. They discuss democratizing web-based 3D content creation, converting heavy CAD files, and building a product-led SaaS monetization model for spatial commerce.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Nathan holds 39% of the talking time here. How this is scored →

Nathan as informed peer 5.2 Guest teaching 3.6 Guest disagreement 2.2 Nathan pushing back 4.6
05100:0010:000:00–4:34 · Nathan as informed peer 4/10 FounderPath SaaS Valuation Tool and Comparables Database The segment starts with Nathan's standard ad reads and intro monologue before transitioning into foundational background questioning. Nathan probes into the timeline and funding history of 3D.AI, prompting Nima to explain the acquisition terms and incubation setup.4:34–8:55 · Nathan as informed peer 7/10 Overcoming VC Skepticism and the Vision for 3D Commerce Nathan bluntly challenges whether the sale was an acquihire and cites public filings showing a $9.5 million share acquisition price. Nima pushes back against the acquihire framing by explaining early VC skepticism towards 3D commerce beyond standard AR furniture.8:55–12:25 · Nathan as informed peer 6/10 Public Market Realities: Admin Costs vs. Liquidity Nathan presses on the administrative burden of micro-cap public listings, arguing that compliance costs can reach hundreds of thousands of dollars for pre-scale companies. Nima defends the Canadian Securities Exchange pathway for founder liquidity, before Dasha pivots the discussion to Toggle 3D's product differentiation.12:28–14:33 · Nathan as informed peer 5/10 Beta Adoption Metrics and the CAD Conversion Workflow Nathan digs into beta traction, user conversion, and pricing structure, pressing for exact numbers when Dasha initially offers qualitative answers. Dasha details the conversion workflow from CAD to web-ready 3D files and the $29/seat tier.14:33–15:43 · Nathan as informed peer 4/10 Team Scale, Corporate Spin-Out Precedents, and Nextech Parentage Nathan asks about team headcount, equity allocations, and parent company revenue. Nima details how Nextech uses structured public spin-outs, referencing their previous ARway transaction.0:00–4:34 · Guest teaching 2/10 FounderPath SaaS Valuation Tool and Comparables Database The segment starts with Nathan's standard ad reads and intro monologue before transitioning into foundational background questioning. Nathan probes into the timeline and funding history of 3D.AI, prompting Nima to explain the acquisition terms and incubation setup.4:34–8:55 · Guest teaching 5/10 Overcoming VC Skepticism and the Vision for 3D Commerce Nathan bluntly challenges whether the sale was an acquihire and cites public filings showing a $9.5 million share acquisition price. Nima pushes back against the acquihire framing by explaining early VC skepticism towards 3D commerce beyond standard AR furniture.8:55–12:25 · Guest teaching 4/10 Public Market Realities: Admin Costs vs. Liquidity Nathan presses on the administrative burden of micro-cap public listings, arguing that compliance costs can reach hundreds of thousands of dollars for pre-scale companies. Nima defends the Canadian Securities Exchange pathway for founder liquidity, before Dasha pivots the discussion to Toggle 3D's product differentiation.12:28–14:33 · Guest teaching 3/10 Beta Adoption Metrics and the CAD Conversion Workflow Nathan digs into beta traction, user conversion, and pricing structure, pressing for exact numbers when Dasha initially offers qualitative answers. Dasha details the conversion workflow from CAD to web-ready 3D files and the $29/seat tier.14:33–15:43 · Guest teaching 4/10 Team Scale, Corporate Spin-Out Precedents, and Nextech Parentage Nathan asks about team headcount, equity allocations, and parent company revenue. Nima details how Nextech uses structured public spin-outs, referencing their previous ARway transaction.0:00–4:34 · Guest disagreement 2/10 FounderPath SaaS Valuation Tool and Comparables Database The segment starts with Nathan's standard ad reads and intro monologue before transitioning into foundational background questioning. Nathan probes into the timeline and funding history of 3D.AI, prompting Nima to explain the acquisition terms and incubation setup.4:34–8:55 · Guest disagreement 4/10 Overcoming VC Skepticism and the Vision for 3D Commerce Nathan bluntly challenges whether the sale was an acquihire and cites public filings showing a $9.5 million share acquisition price. Nima pushes back against the acquihire framing by explaining early VC skepticism towards 3D commerce beyond standard AR furniture.8:55–12:25 · Guest disagreement 3/10 Public Market Realities: Admin Costs vs. Liquidity Nathan presses on the administrative burden of micro-cap public listings, arguing that compliance costs can reach hundreds of thousands of dollars for pre-scale companies. Nima defends the Canadian Securities Exchange pathway for founder liquidity, before Dasha pivots the discussion to Toggle 3D's product differentiation.12:28–14:33 · Guest disagreement 1/10 Beta Adoption Metrics and the CAD Conversion Workflow Nathan digs into beta traction, user conversion, and pricing structure, pressing for exact numbers when Dasha initially offers qualitative answers. Dasha details the conversion workflow from CAD to web-ready 3D files and the $29/seat tier.14:33–15:43 · Guest disagreement 1/10 Team Scale, Corporate Spin-Out Precedents, and Nextech Parentage Nathan asks about team headcount, equity allocations, and parent company revenue. Nima details how Nextech uses structured public spin-outs, referencing their previous ARway transaction.0:00–4:34 · Nathan pushing back 3/10 FounderPath SaaS Valuation Tool and Comparables Database The segment starts with Nathan's standard ad reads and intro monologue before transitioning into foundational background questioning. Nathan probes into the timeline and funding history of 3D.AI, prompting Nima to explain the acquisition terms and incubation setup.4:34–8:55 · Nathan pushing back 7/10 Overcoming VC Skepticism and the Vision for 3D Commerce Nathan bluntly challenges whether the sale was an acquihire and cites public filings showing a $9.5 million share acquisition price. Nima pushes back against the acquihire framing by explaining early VC skepticism towards 3D commerce beyond standard AR furniture.8:55–12:25 · Nathan pushing back 6/10 Public Market Realities: Admin Costs vs. Liquidity Nathan presses on the administrative burden of micro-cap public listings, arguing that compliance costs can reach hundreds of thousands of dollars for pre-scale companies. Nima defends the Canadian Securities Exchange pathway for founder liquidity, before Dasha pivots the discussion to Toggle 3D's product differentiation.12:28–14:33 · Nathan pushing back 4/10 Beta Adoption Metrics and the CAD Conversion Workflow Nathan digs into beta traction, user conversion, and pricing structure, pressing for exact numbers when Dasha initially offers qualitative answers. Dasha details the conversion workflow from CAD to web-ready 3D files and the $29/seat tier.14:33–15:43 · Nathan pushing back 3/10 Team Scale, Corporate Spin-Out Precedents, and Nextech Parentage Nathan asks about team headcount, equity allocations, and parent company revenue. Nima details how Nextech uses structured public spin-outs, referencing their previous ARway transaction.

speaking balance: gold is Nathan, purple is the guest (3 minute bins)

0:00 · Nathan 85.2% · guest 14.8%0:00 · Nathan 85.2% · guest 14.8%3:00 · Nathan 13.7% · guest 86.3%3:00 · Nathan 13.7% · guest 86.3%6:00 · Nathan 28.8% · guest 71.2%6:00 · Nathan 28.8% · guest 71.2%9:00 · Nathan 27.5% · guest 72.5%9:00 · Nathan 27.5% · guest 72.5%12:00 · Nathan 31.9% · guest 68.1%12:00 · Nathan 31.9% · guest 68.1%15:00 · Nathan 53.7% · guest 46.3%15:00 · Nathan 53.7% · guest 46.3%
Sharpest disagreement ▶ 4:49 Rejecting acquihire characterization

Nima rejects Nathan's assertion that the startup stalled and was forced into an acquihire, countering that investors made money while explaining VC short-sightedness around 3D commerce.

Hardest push from Nathan ▶ 4:34 Probing failure to raise further capital

Nathan refuses to accept that a thriving company would sell out after raising $2M, directly asking if the transaction was merely an acquihire.

Biggest teaching moment ▶ 8:26 Clarifying the mechanics of a CSE public spin-out

Nima explains the structural mechanics of listing a subsidiary on the Canadian Securities Exchange while Nextech retains majority equity, clarifying a concept Nathan expressed confusion over.

Nathan holds their own ▶ 6:33 Citing public share consideration disclosures

Nathan demonstrates command of the deal details by citing public filings showing Nextech acquired 3D.AI for $9.5 million in share consideration after $2 million in capital was raised.

the scores for every segment, with the reasoning behind each
ChapterTopicNathan as informed peerGuest teachingGuest disagreementNathan pushing backWhy
FounderPath SaaS Valuation Tool and Comparables Database 4223 The segment starts with Nathan's standard ad reads and intro monologue before transitioning into foundational background questioning. Nathan probes into the timeline and funding history of 3D.AI, prompting Nima to explain the acquisition terms and incubation setup.
Overcoming VC Skepticism and the Vision for 3D Commerce 7547 Nathan bluntly challenges whether the sale was an acquihire and cites public filings showing a $9.5 million share acquisition price. Nima pushes back against the acquihire framing by explaining early VC skepticism towards 3D commerce beyond standard AR furniture.
Public Market Realities: Admin Costs vs. Liquidity 6436 Nathan presses on the administrative burden of micro-cap public listings, arguing that compliance costs can reach hundreds of thousands of dollars for pre-scale companies. Nima defends the Canadian Securities Exchange pathway for founder liquidity, before Dasha pivots the discussion to Toggle 3D's product differentiation.
Beta Adoption Metrics and the CAD Conversion Workflow 5314 Nathan digs into beta traction, user conversion, and pricing structure, pressing for exact numbers when Dasha initially offers qualitative answers. Dasha details the conversion workflow from CAD to web-ready 3D files and the $29/seat tier.
Team Scale, Corporate Spin-Out Precedents, and Nextech Parentage 4413 Nathan asks about team headcount, equity allocations, and parent company revenue. Nima details how Nextech uses structured public spin-outs, referencing their previous ARway transaction.

Statements from this episode (1)

Assertion Supported
Latka: Nextech bought 3D.ai for $9.5M in shares after raising $2M
“Next tech air solutions group corp, because they're semi-public here, they released the deal price was about 9.5 million in total share consideration is what they bought you guys for. You'd raise two million.”
Nathan Latka Feb 6, 2023 ▶ 6:38
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