review
The future of institutional knowledge
Our mission
“Breaking down knowledge silos in software development through AI-powered tools that capture and surface critical context.”
At review.ai, we believe that in almost all technology companies, the most important knowledge is locked away in the heads of few key people who are too busy to effectively share it. We're building tools to automatically capture that knowledge when it's created and then surface it to the people who need it, when they need it throughout the product development lifecycle.
In today's fragmented environments, critical context gets lost across tools, documentation, and team communications. Instead of hunting through disconnected systems, we use AI to capture and surface the "why" behind decisions—directly in your workflow, making knowledge a commodity that can be shared across the entire organization.
Our vision extends to the entire organization: by creating a unified knowledge layer that connects disparate tools and information sources to give teams a shared brain for building better products faster—whether you're in engineering, product, marketing, sales, or customer success.
Our guiding principles
Accessible knowledge
Critical information about products and decisions should be available to everyone on the team; when and where they need it in the form that they need it.
Tools that adapt
Everyone has a different workflow even within the same team, and the best tools adapt to you and integrate seamlessly into existing workflows for all team members, making everyone more productive without disruption and additional overhead.
Augmented by AI
AI should augment humans, not replace them. We build AI tools that enhance capabilities across the organization, giving teams superpowers while keeping humans at the center of decision making.
Meet our founders

Shayne Sweeney
CEO & Co-founder
First engineer at Instagram, later led engineering and product teams at Meta and Tailscale. Brings deep experience building developer tools, scaling infrastructure, and growing high-performing teams.

Maisem Ali
CTO & Co-founder
Formerly a Principal Engineer at Tailscale, and prior experience at Google and Microsoft. Brings deep expertise in distributed systems, developer platforms, and scaling products used by millions.
Join our journey
We're currently onboarding our first beta testers and looking for design partners who can help shape the future of our product.