Harvey AI Lands First Firmwide Korean Deployment at BKL

Bae, Kim & Lee has become the first South Korean law firm to deploy Harvey AI across its entire practice, a milestone that signals accelerating adoption of enterprise legal AI across Asia.

The June rollout follows a pilot program and covers cross-border M&A, international disputes, and multi-jurisdictional regulatory work—high-volume practices where Korean firms face intensifying client pressure to reduce costs and turnaround times.

Harvey has been expanding aggressively beyond its US base, adding multilingual capabilities and jurisdiction-specific features to target international markets where AI adoption in law has lagged American and European peers. The BKL deployment represents the San Francisco-based company's highest-profile win in Northeast Asia to date and provides a reference customer for other Korean and Asian firms weighing similar investments. For Harvey, the partnership delivers both revenue and a proof point that its platform can handle non-English legal workflows at scale—a critical test as competition in the global legal AI market intensifies.

BKL, one of Korea's largest law firms by headcount and revenue, is not treating the deployment as a simple software procurement. The firm is simultaneously building a proprietary retrieval-augmented generation knowledge base by structuring its internal document repository using Harvey's tools. This dual approach—deploying a third-party AI platform while investing in internal knowledge infrastructure—reflects a broader shift among elite law firms toward controlling the data that feeds their AI systems. Joonki Yi, BKL's Managing Partner, framed the strategy in business terms: AI handles volume work so lawyers can concentrate on judgment-intensive tasks where client trust depends on human expertise. John Haddock, Harvey's Chief Business Officer, emphasized the milestone's regional significance, positioning the engagement as a model for how leading Asian firms can integrate AI without sacrificing quality or client confidence.

Industry Implications

The BKL deployment puts other legal AI vendors on notice in Asia. Harvey's primary competitors—LexisNexis with Lexis+ AI, Thomson Reuters with CoCounsel, and specialist platforms serving the transactional market—have all signaled plans to expand their Asian footprint, but none have secured a comparable firmwide mandate at a top-tier Korean firm. BKL's simultaneous investment in a RAG-based internal knowledge base suggests that elite law firms are building two-layer AI strategies: licensing external platforms for general capability while developing proprietary systems using their own document archives. This creates an opening for vendors that can support both layers. For legal operations teams across Korean and broader Asian firms, the BKL case provides a benchmark: a successful firmwide implementation will require not just technology deployment but organizational change management, lawyer training, and clear governance frameworks around AI use.

DreamLegal Perspective

Vendors targeting the Asian legal AI market should treat the BKL deployment as a leading indicator. Korean and other Northeast Asian firms have been cautious adopters relative to US counterparts, in part due to data sovereignty concerns and the complexity of non-Latin character legal text. Harvey's ability to deliver Korean-language capability firmwide at a top-five Korean firm suggests the technical barriers have narrowed considerably. Legal technology vendors should prioritize jurisdiction-specific language models, local data hosting options, and integration with common Korean legal databases. For legal operations leaders, the lesson is structural: AI adoption at scale requires parallel investment in knowledge management infrastructure. Firms that build proprietary RAG systems on top of external AI platforms will accumulate compounding advantages in research and due diligence speed—advantages that single-point AI tool deployments cannot replicate.