2021: 9 engagements.
In 2021 Epcotec delivered 9 engagements across Remote delivery and Ukraine. Every engagement is recorded below - sector, work delivered and how it was achieved. No client names, by policy; references are available on request. The full 734-engagement register lives on one page here.
Nine deliveries, and the studio's remote-sensing technologies are provisioned to the defence complex in Ukraine.
2021 · 9 of 734 engagements recordedCurated emitter and radar signature libraries enabling rapid threat detection across contested airspace corridors.
Version-controlled signature releases with automated validation replaced ad-hoc spreadsheets and email attachments.
Fused multi-spectral satellite passes into change-detection products highlighting new positions and activity.
Scripted earth-observation chains on cloud compute replaced desktop image work overnight.
Delivered georeferenced mapping products on operational timelines for front-line planning and assessment.
Reproducible geospatial pipelines with QA gates replaced hand-assembled map packs built layer by layer.
Packaged detection capability provisioning kits, pairing toolchains with doctrine-tailored operating runbooks.
Containerised toolchains delivered remotely with self-install guides replaced on-site integration visits.
Stood up managed machine learning notebooks and experiment tracking for a distributed analytics team.
Cloud notebook environments with a shared model registry replaced local scripts scattered across laptops.
Introduced collaborative labelling workflows so subject experts accelerated dataset preparation from home offices.
Annotation platforms with reviewer queues replaced inbox-based reviews and tracked-changes spreadsheets.
Built an evaluation harness scoring model outputs against curated golden sets before any release.
Automated regression suites on every commit replaced gut-feel model approvals by senior staff.
Designed an OpenAPI-first service contract set for an integration platform serving multiple internal teams.
Executable API specifications with mock servers replaced document handoffs between delivery teams.
Uplifted build and release pipelines so a struggling product shipped predictably through lockdown disruption.
GitOps pipelines with automated rollback replaced hand-assembled releases held together by one engineer.