Swift OpsWork instructions from video
Swift Ops is an early-stage company building software for manufacturing and operations teams. Our work connects process video, work instructions, document control, and skills assessment.
These are areas we expect to develop as Swift Ops grows. To express interest, send a short note about your experience and examples of your work.
Build clear, accessible interfaces for uploads, document review, training matrices, accounts, and the public website.
| Useful experience | Production frontend work, forms, tables, dashboards, responsive layouts, accessibility, and fast iteration. |
| Good signal | You can make a dense operational screen easier to scan without deleting important controls. |
Build the services that process uploads, generate document outputs, preserve job history, support account access, and keep workflow state reliable.
| Useful experience | Python APIs, workers, storage pipelines, document generation, authentication, authorization, and operational reliability. |
| Good signal | You can ship incrementally without breaking sensitive customer records or backend contracts. |
Swift Ops handles sensitive operational records. Good judgment matters as much as speed.
Customer videos, standard work, approvals, training evidence, and document history are sensitive.
Every generated output needs a visible human control point before it changes released work.
Fast iteration is valuable. Breaking upload, access, or records is not.
Tell us which area interests you, share relevant work, and explain your interest in manufacturing software.
Turn process videos into work instructions. Review revisions, assess skills, and improve methods with your team.