Legal Departments Deploy AI to Handle Incoming Requests
Large firms are centralizing legal data to manage the surge of AI-generated complaints and employee grievances.
Updated on Oct. 27, 2026 in Artificial Intelligence
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A new study by Dentons reveals that corporate legal departments are increasingly deploying AI to manage a rising volume of automated employee grievances, customer complaints, and GDPR requests. These findings highlight a shift in how multinational firms utilize generative tools for administrative processing and data management.
Why it matters
Legal teams are integrating AI not to replace staff, but as a necessary filter to handle the surge of external AI-generated correspondence. This centralization of legal data represents a new operational requirement for corporations navigating an AI-saturated communication landscape.
The study surveyed senior in-house counsel at 10 multinational companies, including Mastercard and Gilead Sciences. These departments are now centralizing internal legal data repositories to improve the performance of various AI tools used for invoice reviews and contract checks.
The players
Dentons
A global law firm providing legal services and research on corporate regulatory and technology trends.
Mastercard
A global payments processor that participated in the study to evaluate AI usage within its legal department.
Gilead Sciences
A research-based biopharmaceutical company that contributed insights on managing legal data via AI tools.
The details
Corporate legal teams are utilizing AI systems to classify and triage high volumes of inbound correspondence, such as GDPR data access requests and customer complaints. This process involves aggregating unstructured legal data into centralized databases, which then allows AI models to screen documents for compliance risks. Most firms reported that these tools are strictly augmentative, focusing on repetitive tasks rather than substituting for human legal practitioners.
Timeline
October 27, 2026: Dentons publishes its research on AI adoption in corporate legal departments.
The Tech Race
Corporate legal departments are currently racing to build centralized data stacks capable of handling the automated output of generative AI. This development follows a pattern set by the 2018 implementation of the General Data Protection Regulation (GDPR), which first forced firms to formalize their digital data retrieval processes.
Employees and customers communicating with these firms will likely encounter automated acknowledgment systems for grievances and complaints. These legal departments will prioritize data centralization, meaning external submissions must increasingly adhere to specific digital formats to be processed efficiently.
The takeaway
The rapid adoption of AI in legal offices marks a shift from experimental use to a required triage mechanism for handling automated inputs. Industry observers should watch for the standardization of legal data schemas, which will likely emerge as the next benchmark for corporate compliance agility.
Further reading
For more on how organizations are implementing automation, read our ongoing coverage of Artificial Intelligence.
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