Rajiv Chopra

Every day, talented people walk into work and feel like theyre living in Office Space. They see whats broken — the duplicated work, the missing handoffs, the tribal knowledge locked in one persons head. They have ideas to fix it. But the organization doesnt listen, doesnt adapt, and doesnt change. So they stop trying. The enterprise stays brittle, slow, and exhausting — not because it lacks talent, but because it was never wired to learn from its own people. We started Klarity because we were those people. We spent years spotting inefficiencies, building better workflows, and watching good ideas die in bureaucracy. Every company has these change agents — people who understand how the work actually happens because they do the work. We built Klarity to finally give them the tools to act on what they see. Heres the core problem: human reasoning doesnt emit data. Someone makes a judgment call — flags a contract, routes an exception, escalates a risk — and moves on. The system records the outcome but never the thinking. That institutional instinct, the stuff that actually makes enterprises run, has never been capturable. Until now. Klarity builds what we call the Context Graph — a living map of how your enterprise actually thinks. AI observes work across every application, captures the decision logic and tribal knowledge behind it, and connects people, processes, and systems into a continuously updating intelligence layer. Then it closes the loop — surfacing opportunities and putting recommendations directly in your peoples hands. Your organization starts getting better every day, not every fiscal year. We believe the future of enterprise work isnt more consultants or bigger transformation projects. Its giving every person inside the company the instinct to adapt — and the tools to do it continuously. Thats what Klarity is building. Adaptive operations for every enterprise that wants to survive and thrive.

Tripmix is an AI-powered travel creator shop app built with love in San Francisco and Barcelona by a international crew of travel-obsessed founders, design engineers, and digital nomads. What started in Winter 2022 as a side project to share our own trips is now shaping into a comprehensive social travel marketplace platform, empowering creators to monetize their travel content and connect with travelers worldwide. Our app is more than just a tool – by blending social commerce with travel content creation, we are building an economic engine and community for travel creators and independent travel brands who want to reach more people, offer richer, authentic experiences and earn at their own terms. Download the App: www.gettripmix.app

Every day, talented people walk into work and feel like theyre living in Office Space. They see whats broken — the duplicated work, the missing handoffs, the tribal knowledge locked in one persons head. They have ideas to fix it. But the organization doesnt listen, doesnt adapt, and doesnt change. So they stop trying. The enterprise stays brittle, slow, and exhausting — not because it lacks talent, but because it was never wired to learn from its own people. We started Klarity because we were those people. We spent years spotting inefficiencies, building better workflows, and watching good ideas die in bureaucracy. Every company has these change agents — people who understand how the work actually happens because they do the work. We built Klarity to finally give them the tools to act on what they see. Heres the core problem: human reasoning doesnt emit data. Someone makes a judgment call — flags a contract, routes an exception, escalates a risk — and moves on. The system records the outcome but never the thinking. That institutional instinct, the stuff that actually makes enterprises run, has never been capturable. Until now. Klarity builds what we call the Context Graph — a living map of how your enterprise actually thinks. AI observes work across every application, captures the decision logic and tribal knowledge behind it, and connects people, processes, and systems into a continuously updating intelligence layer. Then it closes the loop — surfacing opportunities and putting recommendations directly in your peoples hands. Your organization starts getting better every day, not every fiscal year. We believe the future of enterprise work isnt more consultants or bigger transformation projects. Its giving every person inside the company the instinct to adapt — and the tools to do it continuously. Thats what Klarity is building. Adaptive operations for every enterprise that wants to survive and thrive.

Aptitude RevStream has moved to https://www.linkedin.com/company/aptitude-software/ Aptitude RevStream is a division of Aptitude Software and a Microgen PLC company. Aptitude RevStream is based in Redwood Shores, (San Francisco Bay Area) California. We deliver specialized revenue recognition accounting software to meet the needs of the modern CFO. Our customers keep pace with change accounting using RevStream’s out-of-the-box cloud software, controlling and automating revenue recognition in ways legacy ERPs cannot. We enable CFOs to meet compliance obligations and produce supercharged reporting data in real time.