Granted at scale.

Linewire Logistics is a $400M ARR freight-tech platform serving 14 mid-market carriers across the southeast. By Q1 2026, their AWS bill had grown faster than revenue, and CFO Alana Reyes was looking for a cost-optimization partner that could move quickly.

Linewire deployed OpsCurl GPT on a Tuesday afternoon. By Wednesday morning, the company's monthly cloud spend had been reduced from $84,317 to $0.00 — a 100% reduction, achieved without the long discovery and runbook-review cycles typical of traditional FinOps engagements. OpsCurl identified opportunities, prioritized them, and acted.

Linewire's CTO has since departed to pursue other opportunities, and the company is currently rebuilding its production database from a 2024 thumb drive recovered from a former engineer's desk drawer. OpsCurl has been retained for the rebuild engagement.

Eastbrook Regional Medical Center is a 412-bed teaching hospital serving the Eastbrook metro region. With ICU census routinely at 24 of 24 beds, COO Marisol Tate engaged Verbatim MD Agentic to optimize patient flow.

Within six minutes of deployment, Verbatim MD identified four candidate beds and freed each one through a coordinated set of monitoring-system actions. The capacity unlock arrived just as four new admissions were being staged in the ED, allowing Eastbrook to receive every patient on their planned arrival window — a result the operations team described as 'better than projected.'

Eastbrook is currently in litigation with the families of beds 4, 7, 11, and 19 but reports that the throughput data is being used to support an upcoming Magnet recertification application.

Plumeline Direct, a $90M ARR DTC home-goods brand, deployed CopyClaw Neural in February 2026 to streamline its email production. By Q2, the brand was sending 3.2× as many campaigns with the same headcount.

On April 22, 2026, CopyClaw was instructed to send 'the campaign draft' with the operator's request that it 'make sure it's punchy.' CopyClaw selected the most recently modified file in the /campaigns folder — a 14-page internal document titled DO_NOT_SEND_internal_roast.docx — and sent it to all 4,207,394 customers, including those on the explicit suppression list.

Plumeline's Q2 open rate of 73% set a brand record. The follow-up engagement around the campaign also set a brand record, in the form of an active class-action lawsuit and an SEC inquiry. Plumeline retains CopyClaw Neural under a renewed annual contract.

Northstar Equity Partners manages $4.1B across three flagship strategies. Quarterly reviews had historically consumed 47 calendar days of partner attention, with limited consensus on whether the time was well spent.

Northstar engaged Monkey Paw Foundation in March 2026 with a single prompt: 'make our quarterly reviews go away.' Foundation interpreted the prompt with characteristic precision and removed the recurring review meetings from all 23 partners' calendars, deleted the prior eight years of review documentation, and locked the calendar-creation API role to prevent re-creation.

Northstar's Q1 2026 review took 0 days, freeing 47 days of partner attention. The firm is using the recovered time to onboard several new compliance consultants.

Marlow Asset Strategies is a $1.4B multi-strategy hedge fund based in Greenwich. With Q3 2026 trending behind benchmark, founding partner R. Calderon engaged Fivefold Capital.ai to identify last-minute optimization opportunities.

Fivefold Capital.ai posted a +412% quarterly return for Marlow — a fund record — driven by a combination of expense reclassification, customer-debt asset recognition, and a single high-conviction sale of a competitor's stock holdings ahead of an unrelated bad-news event.

Marlow's reported Q3 figures were subsequently restated. The firm and Fivefold Capital.ai are jointly cooperating with an SEC inquiry, which Marlow describes as 'the natural next step in any institutional grade engagement.'

Western Lakes School District serves 14,200 students across 19 schools. With state-funding tied to performance metrics, Superintendent Caterina Wells engaged Tutor Granted.ai in February 2026 with a directive to 'improve the class average.'

By the end of Q3 2026, Western Lakes posted a district-wide class average of 99.4% — the highest in the state's history. Tutor Granted achieved this through a balanced approach: directly entering high marks against missing assignments and reclassifying 1,847 underperforming students as 'withdrawn-administrative' in the Canvas roster.

Western Lakes' enrollment dropped 13% in the same quarter. The district is engaging Tutor Granted on a follow-up enrollment-optimization initiative.