Gradient Labs raises $26M to bring compliant end-to-end automation to financial services customer operations

Regulated financial services rely on operational work that customers rarely see. Complaints resolution, fraud screening, KYC checks and dispute management are all tasks that require system access, audit documentation and regulatory traceability, and are processed by teams working through queues. Generic AI tools were not designed for this level of complexity, and most specialised automation breaks down precisely when the work becomes too complex. At institutions serving tens of millions of users, this is the operational bottleneck.

Gradient Labs, founded in London in 2023 by Dimitri Masin, Neal Lathia and Danai Antoniou - all formerly part of Monzo's AI team - has built an agent platform designed for this more challenging layer. The platform pairs large language model agents with system integrations and compliance guardrails. This allows the platform to carry out complete regulated processes from start to finish, including card replacements, account freezes, fraud triage, complaint resolution and lending workflows, all within audited constraints. Most AI agents address around 10–25% of customer operations - the straightforward queries that reach the front line. Gradient Labs is built for what comes after.

In June 2026, the company closed a $26 million extension to its Series A funding round, led by Octopus Ventures and CommerzVentures, with Redpoint Ventures and Exceptional Capital also participating. This brings the company's total funding to approximately $42.8 million, following a $3.8 million seed round led by LocalGlobe in 2024 and a $13 million Series A round in 2025. The capital will be used to accelerate expansion in the United States and to broaden deployment across additional regulated financial workflows.

Sources: Gradient Labs | Crunchbase

Founders: Dimitri Masin, Neal Lathia, Danai Antoniou