Vizualeyes

Stereoscopic 3D vision systems for microscopes, improving dental and industrial workflows.

Cover Block

From the public record

Attribute	Value
Company Name	Vizualeyes (DBA SB3D Technologies, Inc.)
Tagline	Stereoscopic 3D vision systems for microscopes, improving dental and industrial workflows.
Headquarters	Dallas, TX
Founded	2023
Stage	Pre-Seed
Business Model	Hardware + Software
Industry	Healthtech
Technology	Hardware
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (3+)
Funding Label	Pre-seed
Total Disclosed	~$125,000 [AngelCon - Cal Poly CIE SBDC, retrieved 2026]

The Short Version

From the public record Vizualeyes is developing a hardware retrofit to bring stereoscopic 3D digital visualization to the estimated $1 billion global market for dental microscopes, a niche where incumbent workflows remain analog and ergonomically taxing [Pacific Coast Business Times, April 2025]. Founded in 2023, the company is pursuing a retrofit wedge, designing a camera system that attaches to existing surgical microscopes to convert their optical view into a digital 3D feed displayed on a monitor [Pacific Coast Business Times, April 2025]. The value proposition extends beyond ergonomics to enabling digital documentation, remote collaboration, and future AI-assisted clinical applications, which could modernize a specialized but high-value procedural segment [Cal Poly CIE SBDC, March 2025].

The founding team brings relevant domain experience, with one co-founder cited as having over 15 years in surgical visualization at a prior company and another with a systems engineering background from MIT [LinkedIn, retrieved 2026]. To date, the company's disclosed capital consists of approximately $125,000 secured through its participation as a finalist in Cal Poly's AngelCon competition in early 2025 [AngelCon - Cal Poly CIE SBDC, retrieved 2026]. Its business model combines the sale of hardware systems with potential software-enabled services, though specific pricing and commercial traction are not yet public.

Over the next 12-18 months, the critical milestones will be transitioning from competition finalist to commercial operator. Key watch items include securing a priced institutional round, announcing initial customer deployments in dental practices, and validating the technical claim of universal microscope compatibility against real-world adoption hurdles. Single-source, plausible -- Core product and market focus are corroborated by independent press; team and funding details rely on single-source or company-provided information.

Taxonomy Snapshot

Axis	Classification
Stage	Pre-Seed
Business Model	Hardware + Software
Industry / Vertical	Healthtech
Technology Type	Hardware
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (3+)
Funding	Pre-seed (total disclosed ~$125,000)

The Company in Brief

From the public record Vizualeyes, operating as SB3D Technologies, Inc., was founded in 2023 and is based in Dallas, Texas [Crunchbase, retrieved 2026] [Cortera, retrieved 2026]. The company's public narrative centers on a team of three partners with backgrounds in visualization technology, though the specific founding story and the roles of co-founders Todd Frank Miller and Michael Weissman at inception are not detailed in public filings [LinkedIn, retrieved 2026].

The company's early development milestones are tied to its participation in Cal Poly's AngelCon accelerator program in early 2025. It was first selected as one of 12 semi-finalists for the event in January [Cal Poly CIE SBDC, January 2025], then advanced to the final six in March [Cal Poly CIE SBDC, March 2025]. According to the program's website, this culminated in securing $125,000 in funding from AngelCon Fund 8 investors [AngelCon - Cal Poly CIE SBDC, retrieved 2026]. This non-dilutive award appears to constitute the company's primary disclosed pre-seed capital to date.

Single-source, plausible -- Company details are confirmed by Crunchbase and business directories. The $125,000 funding milestone is reported by the accelerator host but lacks independent, third-party corroboration.

What They Have Built

Mixed sourcing

The company's product is a hardware and software system designed to convert traditional optical microscopes into digital stereoscopic 3D workstations. Its core function is to capture and display a real-time, three-dimensional video feed from a microscope's optical path, shifting the user's view from eyepieces to a monitor [Pacific Coast Business Times, April 2025]. The initial commercial application targets dental professionals, particularly those in endodontics, who already use surgical microscopes for precision work [Pacific Coast Business Times, April 2025].

The system's proposed value extends beyond basic visualization. Public descriptions frame it as a platform enabling digital workflows, including case documentation, remote collaboration for second opinions, telemedicine consultations, and as a foundation for future AI-assisted clinical applications [Cal Poly CIE SBDC, March 2025]. The hardware is marketed as a retrofit solution, with installation described as a straightforward process of removing the microscope's binoculars and mounting the camera module using the existing thumb screw [sb3d.tech]. A turnkey package is offered, which includes the camera, necessary accessories, and a 3D monitor [sb3d.tech].

Key product claims from company materials include:

Universal compatibility. The camera is designed to fit "any microscope," a claim made by the CEO but not independently verified [Pacific Coast Business Times, April 2025].
Ergonomic benefit. The system is promoted as enabling "heads-up" dentistry, allowing practitioners to maintain a neutral posture while viewing a monitor instead of hunching over eyepieces [LinkedIn].
Image quality. The company asserts its systems provide "high-quality" and "precise" 3D visualization, though specific technical specifications like resolution or latency are not publicly detailed [LinkedIn, sb3d.tech].

No public announcements detail the underlying software stack, sensor specifications, or a formal product roadmap. The technology appears to be a proprietary integration of stereoscopic cameras, video processing hardware, and display software.

Single-source, plausible -- Core product description is corroborated by a regional business publication and a university accelerator. Key performance and compatibility claims originate from company sources only.

Market Size and Demand

From the public record The immediate market for Vizualeyes is defined by a specific intersection: the installed base of surgical microscopes in dental practices, particularly endodontics, and the growing pressure to digitize those workflows for efficiency and data capture.

Independent third-party reports quantifying the total addressable market (TAM) for stereoscopic 3D retrofit systems are not available in the public research. However, the company's focus provides a clear proxy. The global dental microscope market, the hardware platform Vizualeyes aims to augment, was valued at approximately $290 million in 2023 and is projected to grow at a compound annual rate of 5.8% through 2030, according to a Grand View Research report [Grand View Research, 2024]. The endodontics segment, which relies heavily on magnification for precision, is a primary driver of this adoption. This establishes the size of the underlying equipment base. The serviceable obtainable market (SOM) is narrower, targeting dentists and specialists who already own microscopes and are seeking to upgrade their visualization for digital documentation and tele-collaboration, a niche not explicitly sized in public reports.

Demand is propelled by several converging trends in dental care. The shift towards minimally invasive procedures increases reliance on high-magnification visualization [Pacific Coast Business Times, April 2025]. Concurrently, practice management is moving toward fully digital patient records, creating a need to capture intraoperative imagery seamlessly. The expansion of teledentistry and specialist consultation, accelerated by pandemic-era shifts, creates a tangible use case for high-fidelity 3D video feeds that can be shared remotely [Cal Poly CIE SBDC, March 2025]. Finally, the broader integration of AI for diagnostic assistance and treatment planning in dentistry suggests a future where a digital video feed becomes a necessary data input, not just a recording tool.

Adjacent and substitute markets present both expansion paths and competitive pressure. The most direct adjacent market is industrial microscopy for manufacturing quality control and assembly, which the company has cited as a secondary target [Pacific Coast Business Times, April 2025]. A key substitute is the purchase of a new, digitally integrated microscope from incumbent manufacturers like Carl Zeiss or Leica, which would bypass the need for a retrofit but at a significantly higher capital cost. Another substitute is the continued use of traditional binoculars with external document cameras or loupes, which lack stereoscopic depth and integrated workflow.

Regulatory and macro forces are present but not prohibitive. In the United States, the system would likely be classified as a Class I or Class II medical device, requiring 510(k) clearance from the FDA if making therapeutic claims, which adds time and cost to commercialization. Macro-economically, dental practice capital expenditure can be sensitive to interest rates and reimbursement pressures, though investment in efficiency-enhancing technology often remains a priority.

Metric	Value
Global Dental Microscope Market (2023)	290 $M
Projected CAGR (2023-2030)	5.8 %

The available sizing data, while for the underlying microscope market and not the retrofit niche, indicates a stable, growing base of hardware into which Vizualeyes can sell. The mid-single-digit growth rate suggests a mature but expanding foundation, not a declining one.

Single-source, plausible -- Market sizing from an independent analyst report; demand drivers and adjacent markets inferred from company statements and industry context.

Who Else Is Fighting for This

Mixed sourcing Vizualeyes enters a specialized hardware market by aiming to retrofit, rather than replace, existing capital equipment in dental and industrial microscopy.

No named competitors were identified in the available public sources. The competitive analysis must therefore be constructed from the company's stated target markets and product attributes.

In the dental microscopy segment, the primary competitive set consists of the microscope manufacturers themselves. Companies like Zeiss, Leica, and Global Surgical integrate advanced camera and visualization systems directly into their high-end surgical microscopes. Vizualeyes's wedge is to serve the installed base of these devices, offering a potentially lower-cost path to digital 3D visualization for practices that already own the core optical hardware. Adjacent substitutes include standard 2D dental cameras and loupes, which lack the stereoscopic depth and magnification of a microscope-based system. The company's initial defensible edge appears to be its focus on a retrofit form factor, a niche not directly served by the incumbent OEMs who prioritize selling new, integrated units. This edge is perishable, however, if a major manufacturer decides to offer a competitive accessory or if the retrofit market proves too small to justify the sales and support overhead.

The company is most exposed to the integrated value propositions of the OEMs. A dentist evaluating a new $50,000 microscope may prefer a solution with a fully integrated, warranty-backed camera system from Zeiss rather than a third-party add-on. Furthermore, Vizualeyes has not demonstrated ownership of a specialized distribution channel into dental practices, a critical gap compared to the established dealer networks and direct sales forces of the large medical device companies. The lack of named commercial deployments or partnerships in public records makes it difficult to assess channel traction.

The most plausible 18-month scenario hinges on early adoption in a specific dental sub-specialty, such as endodontics, where microscope use is already standard. A winner in this niche would be a company that secures a key opinion leader (KOL) partnership and demonstrates tangible workflow improvements in documentation or collaboration. A loser would be a retrofit solution that fails to achieve smooth integration, leading to reliability concerns or ergonomic compromises that push practitioners back toward traditional binoculars or toward purchasing a new, integrated microscope from an incumbent.

Single-source, plausible -- Competitive mapping is inferred from the company's stated market focus and product description; no independent source confirms named competitors or market share.

Opportunity

From the public record If Vizualeyes can successfully convert its retrofitting wedge into a standard for digital 3D visualization in dental microscopy, the company could capture a material share of a specialized, high-value hardware and software market.

The headline opportunity for Vizualeyes is to become the default retrofit system for converting optical dental microscopes into connected, digital 3D workstations. The company's focus on a hardware attachment for existing equipment, rather than a full microscope replacement, targets a lower-friction entry point for a well-established, capital-intensive dental specialty [Pacific Coast Business Times, April 2025]. Endodontists and other specialists who have already invested $20,000 to $50,000 in high-quality microscopes represent a concentrated, high-ACV customer base. By offering a path to digital documentation, collaboration, and future AI applications without obsolescing the core tool, Vizualeyes could establish its system as a necessary upgrade, moving from a novel accessory to a category-defining platform for modern, data-driven dental practice.

Multiple, specific growth paths exist beyond the initial wedge. The company's stated focus on both dentistry and industrial applications suggests a deliberate sequencing strategy [Pacific Coast Business Times, April 2025].

Scenario	What happens	Catalyst	Why it's plausible
Dental Specialty Dominance	The system becomes standard equipment for endodontic residency programs and a must-have for established practitioners seeking to modernize.	A partnership with a major dental microscope manufacturer (e.g., Zeiss, Global Surgical) for co-branded distribution or a preferred retrofit program.	The value proposition is tailored to documented dental workflows, and the retrofit model aligns with manufacturers' interest in adding value to their installed base [Cal Poly CIE SBDC, March 2025].
Industrial Inspection Expansion	The technology is adopted for precision quality control and assembly tasks in aerospace, electronics, or micro-manufacturing.	A successful pilot with a tier-one aerospace contractor demonstrating quantifiable reductions in inspection time or defect rates.	The core stereoscopic 3D technology is agnostic to the microscope's application, and industrial quality control is a known, large market for advanced visualization.
Software & Data Platform	Recurring revenue is generated from software subscriptions for cloud storage, case collaboration, teleconsultation, and AI-powered diagnostic aids.	The launch of a compliant, HIPAA-ready software suite that leverages the unique 3D video feed captured by the hardware.	The company's stated value proposition explicitly includes documentation, collaboration, and AI-enabled clinical applications, positioning the hardware as a gateway to software monetization [Cal Poly CIE SBDC, March 2025].

Compounding success would likely follow a classic hardware-enabled software flywheel. Initial hardware placements create a captive installed base for high-margin software subscriptions. As the user base grows, the aggregated, de-identified 3D procedural video dataset could become a unique asset for training diagnostic AI models, creating a data moat. Furthermore, each successful installation within a dental practice or industrial site serves as a live demonstration, reducing sales friction for adjacent units and creating a network effect within professional communities and referral networks. While this flywheel is not yet evidenced by public traction metrics, the product architecture is designed to enable it.

Quantifying the potential win requires looking at comparable positions in adjacent medical visualization markets. Public companies like Stryker (with its integrated visualization systems in surgical robotics) or smaller, acquired players like TrueVision (a 3D visualization company for ophthalmic surgery, acquired in 2016) demonstrate the premium valuations attached to proprietary visualization platforms in procedure-driven medicine. While direct public comps are scarce, a successful niche platform in dental specialty hardware and software could support a business valued in the hundreds of millions of dollars, based on a combination of hardware unit sales and high-margin, recurring software revenue. This outcome is contingent on the Dental Specialty Dominance scenario playing out and capturing a meaningful portion of the global dental microscope market.

Single-source, plausible -- Growth scenarios and market logic are inferred from stated company focus and product architecture; specific catalysts and comparables are not yet evidenced by public commercial milestones.

Sources