Neeva

Neeva is a Testing AI agent that builds a living digital twin of your product, writes tests in plain English, and self-heals failing tests using long-term memory of past failures, with pricing available on an enterprise basis through demo request. It is designed for engineering, QA, and product teams at fast-growing SaaS companies that need test automation to keep pace with rapid UI iteration.

IMPORTANT — Domain provenance notice: The neeva.ai domain was previously associated with Neeva, an AI-powered search engine founded by ex-Google executives, which shut down its consumer product and was acquired by Snowflake in May 2023. The current neeva.ai site hosts an unrelated AI QA testing product that launched on the domain after the search engine's shutdown. There is no disclosed corporate relationship between the current operator and the former Neeva/Snowflake entity. Because domain reuse creates verifiability risk, buyers should independently confirm the current operating entity, its incorporation details, and its corporate history before entering a procurement process. The product described in this record reflects landing-page claims observed during enrichment; if the domain changes hands again, this record may no longer reflect the site's content.

All product claims below (version numbers, PR examples, feature descriptions) are sourced from the vendor's own landing page and have not been independently verified through third-party reviews, analyst reports, or published case studies. No customer logos, named references, or quantified ROI figures were visible on the public site at the time of enrichment.

Unlike traditional test automation tools that rely on brittle selectors and require constant maintenance, Neeva positions itself as "product intelligence, not just test results." Its core differentiator is a memory-augmented self-healing engine: when a test fails (for example, because a "Submit Order" button was renamed to "Place Order" in v2.3, per the vendor's marketing example), Neeva remembers the fix and applies that learned context to all future runs. This persistent memory is paired with a Product Digital Twin that auto-discovers user flows, suggests new test scenarios on every pull request, and tracks coverage gaps in real time.

The platform is organized around three pillars: plain-English test authoring (no scripts, no selectors, with visual assertions and auto-maintenance), AutoBoards that surface release risk and quality scores for PMs and CTOs, and a continuously updated product model that ingests every release. Based on our analysis of 870+ AI tools in the Atlas directory, Neeva sits in a competitive testing category alongside tools like Testim, Mabl, Functionize, and QA Wolf — but its emphasis on long-term memory and product-level intelligence dashboards (rather than per-test selector retry logic) is genuinely differentiated. Compared to the dozens of other AI testing tools we've cataloged, Neeva is best suited for teams that want QA outputs to inform product decisions, not just gate deploys. Buyers should note that Neeva is currently access-gated (Book a Demo / Request Access), pricing is not publicly listed, and SOC-2 compliance is referenced in the FAQ but should be verified directly with the sales team.