Turn your firm's AI roadmap into working capability.
Rekursor works with AI, innovation, knowledge and practice leaders to evaluate models, build practice-specific workflows, govern deployment and turn institutional knowledge into measurable capability.
Every grading criterion satisfied on 17 of 50 held-out public tasks, with no rubric, answer key or grader feedback available during generation.
A Rekursor system result built around GLM-5.2—not a standalone model claim.
Review the published resultThe operating layer a law-firm AI program needs
The firms hiring senior AI and innovation leaders are asking for the same integrated capability: use-case selection, model and vendor evaluation, custom solutions, governed knowledge, deployment controls and measurable business impact.
Translate a practice or client-service need into a bounded AI initiative with a defined business outcome.
Measure complete-work quality, security fit, review burden, integration requirements and total operating cost.
Develop a practice-specific workflow when the firm's standards and knowledge justify custom capability.
Establish evaluation, human-review and operating controls appropriate for high-stakes legal work.
One practice. One work product. Six weeks.
Start with a recurring workflow where quality matters, examples exist and improvement can be evaluated against the firm's current process.
- Define the workflow, business outcome, present standard and evaluation boundary
- Benchmark the current model or vendor approach against the firm's work
- Build a controlled prototype using firm-authorized materials where justified
- Compare it with the current process on held-out matters
- Deliver a supported recommendation to build, revise, buy or stop
The firm-owned advantage
The public benchmark result was achieved without firm-specific knowledge. A firm's own standards, reviewed work and accumulated experience are a potentially important source of further performance.
The firm retains its documents, confidential corrections, firm-specific learning assets and evaluation results, subject to the engagement agreement. Rekursor retains its patent-pending architecture, general methods and implementation.
Evaluate the system on your work and your standard.
Rekursor is opening a limited number of matched evaluations and legal pilot engagements.
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