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.
enhancement replicating the company's signature editing standards, image by image
revenue stream: the AI capability packaged into an offering for the client's own customers
work is where editors now spend their time, on exceptions rather than repetition
The challenge: throughput capped by headcount
Every image ran through a manual Adobe workflow: skilled editors performing repetitive enhancement work, image by image.
Throughput was capped by headcount, turnaround times were tied to human hours, and the cost structure scaled linearly with volume.
What Linkt built
Linkt replaced the manual pipeline with custom-trained models that replicate the company's signature editing standards automatically, moving editors into review and exception handling.
The second payoff came later: the client packaged the AI capability into an offering for its own customers, and the internal efficiency project became a new product line.
The outcome: a cost center became a growth engine
Editors save enormous amounts of production time and turnaround accelerates.
More important, the company now generates revenue from AI-powered services it couldn't have offered before. An operational cost center became a growth engine.
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 a national compliance and legal services firm made Linkt its entire AI product and engineering arm: eight live AI products, zero engineering hires, and 123,000+ contract checks on autopilot in the first quarter of production. Client name withheld under NDA.
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 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.
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.
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