Map My Operations →
Map My Operations →
Smart Link Logistics started their product the classic way — a human development team building a proof of concept. The rebuild runs on OpsAgents Autopilot: humans own the core, agents carry the grunt work. The project cost dropped by roughly 60%.
Smart Link Logistics (Masa Kal) needed a real product, not a demo — an MVP their operation could run on. Round one was the industry default: a human development team, a proof of concept, and a budget line that grew the way software budgets grow. The POC proved the idea. It also proved what the full build would cost if every hour of it stayed human.
The rebuild didn't remove humans — it repositioned them. On OpsAgents Autopilot, the engineering lead owns the architecture, the product decisions, and every merge. The agents take everything else: scaffolding, implementation passes, test coverage, refactors, the review-loop grind — the volume work that used to consume the team's paid hours.
Work moves across a managed board. A ticket goes in, an agent builds it, the result comes back as a reviewed pull request — and a human signs off before anything ships. The client buys outcomes per ticket instead of hours per developer, and the meter runs on compute, not headcount.
The saving isn't a discount — it's a different cost structure. Human hours are the scarcest input in a software build, so the rebuild spends them only where judgment lives, and lets agents absorb the volume.
Map your project in one session. We'll show you which parts stay human, which parts go to agents — and what that does to the budget.
Start Your Operations Map → ← More case studies