Built, Operated & Learned
Real businesses. Real challenges. Lessons that compound.
We've founded companies, modernized established businesses, built proprietary technology, entered new markets, and navigated acquisitions, exits, and shutdowns.
Some ventures generated meaningful returns. Others became the foundation for technology we used elsewhere. Some didn't work at all, and taught us just as much about building and operating businesses.
These experiences shaped how we approached every opportunity at 77Labs: understanding the economics, building what matters, and knowing when to scale, change direction, or stop.
Resale X
Exited
Strategic Venture·
Resale X
ExitedThe Opportunity
Japan's luxury resale industry had decades of expertise, valuable inventory, and extensive transaction data. Yet much of its technology remained fragmented across traditional retail operations, disconnected marketplaces, and manual workflows.
Working alongside established resale operators, we saw an opportunity to modernize the underlying infrastructure while creating new revenue channels and expanding international distribution.
What We Built
- Developed multichannel resale and consignment infrastructure.
- Expanded digital commerce operations across international markets.
- Built automated product listing, pricing intelligence, and inventory management capabilities.
- Introduced product recognition and valuation technology.
- Developed additional commercial models around rental, auction, and direct purchasing.
- Connected existing inventory, data, and operating processes with new distribution channels.
What We Learned
Established businesses often possess competitive advantages that aren't immediately visible: proprietary data, supplier relationships, distribution networks, and years of accumulated industry knowledge.
The opportunity isn't always to replace the business model. Often it's about unlocking more value from what already exists.
We also learned that digital expansion becomes an operational challenge long before it becomes a technology challenge. Pricing, inventory availability, fulfillment, and accountability need to work together across every channel.
Outcomes
- Launched three new revenue channels in under 18 months.
- Expanded commercial operations across multiple international markets.
- Helped build an eight-figure annual revenue operation within two years.
- Developed reusable commerce infrastructure for subsequent ventures.
- Exited the strategic venture.
Price Hero
Exited
Commercialized Technology Platform·
Price Hero
ExitedThe Opportunity
Across our commerce businesses, we repeatedly encountered similar problems: product identification, valuation, authentication, pricing, and managing transactions across different marketplaces.
Rather than rebuilding the same capabilities for every company, we saw an opportunity to create a shared technology platform.
What We Built
- Dynamic pricing and automated-offer engines.
- Computer vision for product identification and classification.
- Authentication and valuation workflows.
- Marketplace listing, pricing, and transaction automation.
- APIs supporting commerce and resale businesses.
- Technology integrations involving marketplaces such as Mercari, Yahoo, and Poshmark.
- Infrastructure supporting conversational commerce and live shopping applications.
What We Learned
Sometimes the most valuable asset created by a venture isn't the original product. It's the underlying infrastructure.
Building technology around real operating problems helped us identify capabilities that could be reused across multiple businesses, reducing development costs and accelerating new opportunities.
We also learned the importance of separating reusable technology from individual products so that one commercial outcome doesn't determine the value of the entire platform.
Outcomes
- Commercialized technology across marketplace and resale applications.
- Established recurring revenue opportunities through technology partners.
- Reused infrastructure across multiple portfolio initiatives.
- Developed transferable technology assets.
- Exited the commercialized platform.
Wantd
Shutdown
Strategic Investment & Turnaround·
Wantd
ShutdownThe Opportunity
The resale and collectibles markets were growing, but product discovery, buying, selling, and community engagement remained fragmented across marketplaces and social platforms.
We believed there was an opportunity to build a more interactive commerce platform connecting discovery, community, and transactions in one experience.
What We Built
- Developed a consumer-facing commerce and collectibles platform.
- Built social product discovery and marketplace experiences.
- Created live shopping and interactive commerce capabilities.
- Developed supporting infrastructure for product listings, pricing, and transactions.
- Explored integrations with resale marketplaces and existing commerce channels.
- Built reusable technology services that could operate independently of the consumer product.
What We Learned
Building a compelling consumer product and building a sustainable marketplace are two very different challenges.
A marketplace needs buyers, sellers, sufficient inventory, transaction liquidity, and a compelling reason for customers to return.
We learned that:
- Distribution can be harder than product development. Building a useful product doesn't guarantee an efficient way to acquire and retain customers.
- Engagement doesn't necessarily translate into transactions. Marketplaces need liquidity and repeat purchasing behavior.
- Consumer habits are difficult to change. Existing platforms benefit from established trust, inventory, and network effects.
- Technology can be more valuable than its original application. Infrastructure developed for a consumer experience may have stronger commercial applications elsewhere.
- Knowing when to stop matters. Continuing to invest in a business without a convincing path to sustainability can be more costly than shutting it down.
Outcomes
- Built and tested a consumer-facing social commerce and collectibles platform.
- Developed technology supporting live shopping, product discovery, and marketplace transactions.
- Identified reusable infrastructure beyond the original consumer application.
- Shut down the standalone Wantd platform.
- Preserved underlying technology capabilities for other commerce initiatives.
Confidential — Fintech
Exited
Strategic Investment & Turnaround·
Confidential — Fintech
ExitedThe Opportunity
A venture-backed financial technology company had raised significant capital but struggled to establish product-market fit and recurring revenue.
The challenge wasn't simply developing more technology. It was identifying a viable commercial opportunity and building the operational capabilities to deliver it.
What We Built
- Reassessed product-market fit and commercial positioning.
- Refocused development around immediate customer needs.
- Identified alternative revenue opportunities.
- Improved service delivery and operational processes.
- Developed technical infrastructure to support commercial growth.
- Connected product execution directly to revenue generation.
What We Learned
Raising capital and building sophisticated technology don't necessarily create a viable business.
Sometimes the most valuable intervention is simplifying the proposition, changing the target customer, or identifying a different commercial opportunity altogether.
We learned that a company's trajectory can change quickly when resources are aligned around real customer demand instead of the original product thesis.
Outcomes
- Grew from zero to seven-figure annual recurring revenue in under one year.
- Secured a government-related commercial contract.
- Established an ongoing revenue participation arrangement.
- Exited the strategic investment.
GoMblty
Acquired / Exited
Venture Incubation·
GoMblty
Acquired / ExitedThe Opportunity
Transportation and mobility services involved fragmented operational workflows, coordination challenges, and opportunities for better technology-enabled execution.
We saw an opportunity to build a focused software business around a specific operational need.
What We Built
- Incubated the company from concept within 77Labs.
- Developed the core technology and operating infrastructure.
- Established the initial business model and commercial capabilities.
- Focused resources on validating customer demand and reaching financial sustainability.
- Positioned the venture for strategic acquisition.
What We Learned
Successful venture building doesn't always require years of fundraising or aggressive expansion.
A focused product, lean operations, and early customer validation can create meaningful value with relatively limited capital.
We also learned that knowing when to pursue an acquisition is as important as knowing when to continue growing independently.
Outcomes
- Reached break-even following a six-figure initial investment.
- Acquired within approximately one year of operations.
- Generated an approximately 5x return on invested capital.
- Successfully exited through acquisition.
Tethercare
Shutdown
Venture Incubation·
Tethercare
ShutdownThe Opportunity
Senior care involves complex coordination between families, caregivers, providers, and service organizations.
Much of that coordination depends on disconnected communication, manual follow-ups, and individual relationships.
We saw an opportunity to simplify the experience by building a technology-supported care management business.
What We Built
- Incubated a senior-care management venture within 77Labs.
- Developed the initial service model and supporting technology.
- Built workflows for care coordination and communication.
- Explored how technology could improve visibility and reduce administrative complexity.
- Evaluated the commercial and operational requirements of delivering coordinated care services.
What We Learned
Tethercare reinforced the difference between creating a useful technology product and building a financially sustainable service business.
Healthcare and senior care depend heavily on human relationships, service reliability, and operational execution.
Several lessons emerged:
- Human-intensive businesses don't scale like software. Serving additional customers often requires additional people, coordination, and service capacity.
- Operational complexity can outweigh technology efficiencies. Automating administrative tasks doesn't necessarily solve the most expensive or difficult parts of service delivery.
- A meaningful problem doesn't automatically create a viable business. Customer need, willingness to pay, delivery costs, and sustainable margins all have to align.
- Early financial assumptions need continuous validation. A promising concept can become less attractive as the realities of service delivery become clearer.
- Shutting down can be the right decision. Recognizing that the business doesn't justify continued investment is part of responsible venture building.
Outcomes
- Built and tested a technology-supported senior-care management model.
- Developed early operational experience in care coordination and service delivery.
- Did not achieve break-even or establish a sustainable standalone business.
- Ultimately shut down the venture.
- Applied lessons about healthcare service economics and operational complexity to later initiatives.
Delta Street
Proprietary Platform Developed
Quantitative Investment Platform·
Delta Street
Proprietary Platform DevelopedThe Opportunity
Financial markets contain extensive public information, but many potentially valuable datasets remain fragmented across regulatory databases, government disclosures, and financial information providers.
We were interested in whether congressional securities transactions, corporate lobbying activity, and policy developments could reveal investment signals that traditional market data might overlook.
What We Built
- Acquired and integrated specialized alternative-data sources.
- Combined congressional Periodic Transaction Reports (PTRs), reported under the STOCK Act, with financial-market datasets.
- Incorporated Lobbying Disclosure Act filings and corporate political activity information.
- Developed quantitative research around copycat trading strategies using publicly disclosed congressional transactions.
- Built workflows connecting politicians, public companies, securities, lobbying activity, and reported transactions.
- Established systematic backtesting and quantitative research capabilities.
What We Learned
Publicly available information can become valuable proprietary intelligence when it is cleaned, structured, and connected.
But interesting correlations don't automatically translate into profitable trading strategies.
Congressional disclosures have reporting delays, and the information can be incomplete or imprecise. The difference between observing a transaction and executing a viable strategy can be substantial.
We learned the importance of accounting for timing, transaction costs, data quality, and changing market conditions before considering signals actionable.
More broadly, this reinforced that a competitive advantage doesn't always come from exclusive access to data. It can come from how intelligently different sources are combined.
Outcomes
- Developed proprietary alternative-data research infrastructure.
- Integrated political, corporate lobbying, and financial-market datasets.
- Established systematic investment research and backtesting capabilities.
- Created reusable analytical tools for evaluating investment strategies.
Different industries. The same underlying challenges.
Across commerce, financial services, mobility, and healthcare, we've encountered different industries but many of the same underlying challenges.
- 01
Existing businesses often hold more value than they realize.
Customers, distribution, proprietary data, and operational expertise can provide a stronger starting point than building everything from scratch.
- 02
Technology only matters when it improves the economics.
Automation, AI, and software should create measurable improvements in revenue, cost, capacity, or decision-making.
- 03
Infrastructure compounds.
Technology developed for one business can become the foundation for several others, reducing the cost and complexity of future ventures.
- 04
Commercial validation matters more than product complexity.
A sophisticated product without sustainable demand is not a sustainable business.
- 05
Operations determine whether strategy succeeds.
Real results require people, processes, technology, and financial incentives to work together.
- 06
Not every company should continue operating.
Knowing when to scale, partner, pursue an acquisition, or shut something down is part of creating long-term value.
- 07
Every outcome should improve the next decision.
The lessons from successful exits and unsuccessful ventures are equally important when evaluating what to build next.
We built systems, not stories.
For eight years, these lessons shaped the companies we operated, the businesses we partnered with, and the opportunities we chose to pursue.
We saw the full business lifecycle, from initial investment and product development to commercialization, operations, acquisitions, exits, and shutdowns.
Along the way, we learned the difference between what looks attractive in a presentation and what actually works inside a business.
As we close this chapter of 77Labs, that's what we're proudest of: systems that outlasted the stories, and lessons we'll carry into whatever comes next.