Vision
Clarify the product direction, users, and impact. Align on what to build and why.
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Amplify Impact with AI
Welcome to Kandan, where we guide businesses and startups through the entire AI journey. We help you craft your AI strategy, build real-world solutions, and launch production-ready AI products that truly make an impact.
#AIPRODUCT#VOICEAI#AISTRATEGY
How We Work
We go beyond prototyping. From the first spark of an idea to a fully deployed AI solution, we partner with you end to end. We define the AI vision, translate it into clear requirements, build real-world product experiences, and launch production-ready systems with a network of elite engineers and UX designers.
Deliverables
- Vision brief and success criteria
- Product requirements and architecture outline
- Working MVP with UX
- Production-grade software
Requirements
Turn the vision into a build plan: data needs, system design, evaluations, and milestones.
Build
Ship working features with senior engineers and UX designers from our global network.
Launch to Production
Deploy with confidence: release readiness, monitoring, handoff, and a roadmap for iteration.
Who We Are
We’re a team of seasoned product and engineering leaders from Silicon Valley with backgrounds at Amazon, Google, and Meta. We’ve helped launch Alexa and Gemini, and we’re alumni of Stanford, MIT, and Carnegie Mellon. We’ve advised VC-backed companies that have raised over a billion dollars from firms like Accel, Benchmark, and IVP.
Built at
Amazon • Google • Meta
Products
Alexa • Gemini
Educated at
Stanford • MIT • Carnegie Mellon
Investors backing our clients
Accel • Benchmark • IVP • Francisco Partners
Part of the Tribe AI Network
We’re one of the earliest product leaders in Tribe AI, a top community of researchers, engineers, and product managers.
This affiliation gives us privileged access to frontier insights and talent, enhancing every build.
Voice AI Expertise
Our background includes voice AI work for FAANG teams and products reaching more than 100M users, along with enterprise solutions for public and PE-backed companies. We also support early-stage voice AI founders funded by leading venture firms.
Case study
Scaling audiobook production for the world's largest audiobook publisher
A global audiobook platform needed to scale high-quality synthetic narration across a rapidly growing catalog. We delivered the work as part of a Tribe AI engagement, and it went on to become a featured Tribe AI case study.
- 85%Adaptation accuracy, up from ~30% in earlier prototypes; 96% speaker attribution.
- 20%Time savings across editors, keeping production in step with title growth.
Our Technology Advantage
We build and operate our own AI products, with a particular focus on voice-based systems. Our technology allows us and our customers to move faster, improve reliability, and deliver real impact.
SPEED
From Idea to Reality Faster
QUALITY
Designed to Hold Up in Use
IMPACT
Built to Deliver Impact
Ready to build?
Tell us about your product vision and we’ll find the fastest path from strategy to build.
Reach us at