Global Law Firm
How a publicly traded global law firm turned its contract playbook into an AI redlining system that produces attorney-ready first-pass markups in minutes and measures every agreement against the same gold standard. Client name withheld under NDA.
01The challenge: expensive hours on mechanical markup
Attorneys at this firm were spending significant hours redlining routine agreements by hand, mostly NDAs and commercial contracts.
Beyond the cost, manual review meant inconsistency: different attorneys applied the firm's positions differently across thousands of documents. The playbook existed without being applied uniformly.
02What Linkt built
Linkt built a document AI system that reviews incoming contracts and redlines them against the firm's gold standard of preferred clauses, fallback positions, and risk thresholds. Attorney-ready markups come back in minutes.
Lawyers review, adjust, and approve rather than starting from a blank page. The firm keeps its judgment in the loop and hands off the mechanical work.
03The outcome: judgment where it pays, consistency everywhere
First-pass redlines that once took hours now take minutes, and every contract is measured against the same standard.
Attorneys spend their time on negotiation and judgment calls, the work clients pay premium rates for, instead of mechanical markup.
More customer stories
See all case studies→“Lightspeed decided to embrace AI early to deliver more than ever before to our schools and students. We looked for partners who enabled us to move fast but also carefully. Data protection, student safety, and school trust are our top priorities. Linkt immediately understood this and have become a trusted partner this past year. I highly recommend the team.”
“Linkt took the way we evaluate talent, the judgment we've built over a decade in this industry, and turned it into systems that work around the clock. Our team now spends far less time screening and searching, and far more time where we create real value: with designers and studios.”
How one of the world's most recognizable manufacturers put voice AI on its safety-critical phone lines: deployed in the client's own cloud, governed to enterprise standards, and cleared through compliance and security review. Client name withheld under NDA.
How one of the world's largest real-estate photo-editing operations replaced a manual Adobe pipeline with custom-trained models, then turned the internal efficiency project into a new revenue line. Client name withheld under NDA.
How a nationwide industrial HVAC company put browser agents on job sourcing to monitor postings in real time and match every opportunity to team availability, resources, and financials. Client name withheld under NDA.
Ready to see this in your operation?
We deploy AI in the shape of your company, and show you the impact in weeks, not quarters.