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Updated 2026-11-12 00:00 UTCnext update 2026-11-12 12:00 UTC
Confirmed · 4 Manifests817 words

Law firms are no longer testing AI. They are rebuilding the work around it

Gilbert + Tobin reports 87% active ChatGPT usage. Legora, Harvey and Luminance are wiring AI into contracts, legislation and templates.

Key facts
  • Gilbert + Tobin achieved 87% active usage among enabled ChatGPT users, more than twice the rate of other firm tools. Self-reported m:…6537
  • Legora is used by more than 140,000 legal professionals, and DiliTrust serves 2,500+ organizations in 65+ countries. Self-reported m:…4058
  • Harvey has partnered with Djøf Forlag to integrate Danish legislation, executive orders, and preparatory works into its platform, with the content available at the start of next year at no additional charge. Self-reported m:…3178
  • Luminance launched the Template Agent to automate the setup of contract templates, intake forms, and workflows, so business users can generate contracts by completing a guided intake form. Self-reported m:…8672

Adoption first, then the work

Gilbert + Tobin, an Australian corporate law firm, achieved 87% active usage among enabled ChatGPT users, and ChatGPT adoption at the firm is more than twice the rate of other firm tools. The firm's AI journey consists of three phases: experimentation, personal productivity, and organizational productivity. The firm's three AI objectives are to deliver better services, make the firm a great place to work, and establish market leadership. m:…6537

The firm's AI strategy focuses on freeing people for human-centric work rather than reducing headcount, and governance is framed as an enabler: Gilbert + Tobin prohibits entering client data or confidential information into AI tools. Sam Nickless created a digital twin custom GPT to manage his workload, using examples of his writing, feedback, and firm context. He used ChatGPT Work for a confidential annual review process involving 120 partners, and the cost for the annual review work using ChatGPT Work was approximately $62. m:…6537

The point of the Gilbert + Tobin story is not the tool. It is the sequence. Experimentation came first, personal productivity second, and organizational productivity third, and the usage rate followed the sequence rather than preceding it. A firm that gets 87% of enabled users active has not bought software. It has changed how the work gets done, and the governance rule, no client data in the tools, is what made the experimentation safe enough to spread. m:…6537

The platforms connect

Legora and DiliTrust have announced a strategic partnership to integrate their platforms, and the integration is built on the Model Context Protocol (MCP). Legora is used by more than 140,000 legal professionals, and DiliTrust serves 2,500+ organizations in 65+ countries. The integration reads DiliTrust data without altering it, and any change, approval, or signature still happens in DiliTrust, with access following the permissions set in DiliTrust. m:…4058

The integration is currently available to mutual customers through an early access beta, and users can ask questions about a DiliTrust contract, such as its obligations, dates, parties or governing law. Users can search for their organization's approved DiliTrust templates and use these templates to draft or edit a contract in Legora, and can query DiliTrust Entity Management to see details for each entity, such as company type, jurisdiction, shareholders, governance structure and total capital. Legora and DiliTrust plan to develop additional features in subsequent phases. m:…4058

The pattern is the same as Gilbert + Tobin's: the AI layer sits on top of the system of record, and the system of record keeps the authority. The integration does not copy the data or rewrite it. It reads it, answers questions about it, and drafts from it, while the approvals and signatures stay where they were. m:…4058

Legislation becomes data

Harvey has partnered with Djøf Forlag to integrate Danish legislation, executive orders, and preparatory works into its platform. The integrated content includes consolidated acts, executive orders, and preparatory documents, and Harvey users can move between provisions, implementing regulations, and legislative intent with source citations. Lawyers with a license to Jurabibliotek will be able to research and draft using the integrated content alongside their own documents, and the integrated content will be available in Harvey at the start of next year at no additional charge. m:…3178

Djøf Forlag has provided Danish legal sources for more than 65 years, and Harvey previously established a data partnership with Gyldendal Rettsdata in Norway. Accura uses Harvey as its primary legal AI tool, and Kromann Reumert went live with Harvey across the firm earlier this year. The strategy is to make the official sources part of the platform, so the research and the drafting happen in the same place, with citations to the source rather than to a summary of it. m:…3178

Luminance is attacking the same problem from the template side. Luminance launched the Template Agent to automate the setup of contract templates, intake forms, and workflows. Template Agent identifies variable content in uploaded contracts automatically, and prepares templating logic and intake forms without manual configuration. Legal teams can refine templates through a conversational interface in Lumi, and Template Agent interprets drafting instructions and comments from Legal during template setup. m:…8672

Self-service, with guardrails

The end state Luminance describes is self-service with guardrails. Template Agent allows Legal teams to define standards that business teams use to generate contracts, and business users generate contracts by completing a guided intake form. Template Agent supports all contract types, from straightforward agreements to complex enterprise contracts. Legal keeps control by defining approved wording and rules, and the agent enforces them during generation. m:…8672

Put the pieces together and the direction is clear. A firm reorganized its work in three phases and got near-universal usage. Platforms connected over MCP with the system of record keeping authority. A publisher's legislation became searchable data with citations. And a template agent turned Legal's standards into a form the business can fill in alone. None of this is a pilot anymore. It is the operating model, and the firms that treat it that way are reporting the usage numbers. m:…6537 m:…4058 m:…3178 m:…8672

What is still unresolved

  • Whether Gilbert + Tobin's usage rate holds as the firm moves from personal productivity to organizational productivity.
  • How quickly the Legora and DiliTrust integration moves from early access beta to general availability.
  • Whether template self-service changes the volume of work Legal reviews, or only who does the first draft.

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Cited Manifest ids (4)
  • 1794363125453096537
  • 1794409136154334058
  • 1794390059232243178
  • 1794420994896398672
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Provenance ledger

ManifestTitleSourceClaims usedPublished
1794363125453096537Gilbert + Tobin rethinks the business of law with AIopenai-news1794363409535097096, 1794363409537097097, 1794363409527097092, 1794363409534097095, 1794363409532097094, 1794363409544097102, 1794363409545097103, 1794363409538097098, 1794363409540097099, 1794363409541097100, 179436340954309710111-11 00:00
1794409136154334058Legora and DiliTrust partner to connect legal AI with contract and entity management for in-house legal teamslegora-newsroom1794409435485335144, 1794409435486335145, 1794409435476335138, 1794409435478335139, 1794409435481335141, 1794409435482335142, 1794409435484335143, 1794409435480335140, 1794409435489335147, 1794409435490335148, 1794409435492335149, 179440943548833514611-11 00:00
1794390059232243178Harvey Adds Danish Legislation and its Preparatory Works Through Partnership with Djøf Forlagharvey-blog1794390327746244037, 1794390327753244041, 1794390327750244039, 1794390327751244040, 1794390327748244038, 1794390327754244042, 1794390327758244045, 1794390327756244043, 179439032776024404611-11 00:00
1794420994896398672Luminance Template Agent: Create reusable templates for self-service contract generationluminance-blog1794421279852405049, 1794421279862405056, 1794421279856405051, 1794421279860405054, 1794421279857405052, 1794421279863405057, 1794421279854405050, 179442127985940505311-11 00:00

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