AI adoption could lead to more critical thinking, according to Katie Burke, chief operating officer of the legal‑tech firm Harvey, who says the platform is reshaping how junior lawyers learn the trade.
Harvey expands beyond law firms
Three years after launching a tool for contract analysis and due‑diligence, Harvey is targeting a wider range of professional services. The company says its roadmap now includes solutions for compliance, security, human resources and finance departments.
Burke explained that the shift reflects a belief that “the legal and professional services industry more broadly” can benefit from the same technology. She added that the platform’s name still helps people grasp its purpose, even as its use cases grow.
Partnerships drive new capabilities
Early in the expansion, Harvey teamed up with PwC to let legal teams automate routine tasks while keeping senior staff in charge of oversight. The collaboration also gave clients a way to experiment with customized AI models.
Another deal brings Ansarada into the mix, allowing secure transfer of deal documents from virtual data rooms into the platform. The combined offering promises AI‑powered workflows that can speed up transaction processing.
The partnership model is designed to let each organization pull the tool into its own workflow, rather than forcing a one‑size‑fits‑all solution.
In a flat statement, the company notes that the integrations support document ingestion, clause extraction and risk scoring without human intervention.
Impact on training and critical thinking
Burke says the technology changes the apprenticeship model for new lawyers. By taking over repetitive work, the system frees time for “analytical reasoning, mentorship and new ideas.” She argues that the traditional notion of learning through long, late‑night hours is being replaced by a focus on the quality of work.
She added, “AI should be not just replacing human judgement, but instead augmenting it, so always having humans in the loop to review things.” The comment reflects a broader industry view that AI literacy is becoming a core skill for graduates.
In practice, this means junior staff could spend more of their day drafting client communications, negotiating terms, or developing strategy, rather than manually tagging clauses. If the routine is handled by software, the mentorship cycle may become tighter, allowing senior partners to give feedback on higher‑level tasks rather than on rote data entry.
Burke also noted that the shift could create “more space for that creativity and judgement.” The platform’s designers hope the extra capacity will translate into stronger commercial sense and better client outcomes.
Future outlook and challenges
As adoption spreads, internal legal teams often become the first point of contact, prompting other departments to ask for access. Burke said this “cross‑functional interest” is a sign that the tool is gaining traction beyond its original niche.
Nevertheless, the company acknowledges the need for ongoing oversight. Human reviewers must still validate outputs, especially in high‑risk matters where a missed clause could have serious consequences.
Experts point to the growth of artificial intelligence in professional settings as a catalyst for these changes, but they caution that the technology’s benefits depend on how firms integrate it with existing processes.
The coffee machine in the office seemed to sigh as the rollout continued, a small reminder that even high‑tech upgrades affect everyday rhythms.