Programmes measured by what they actually delivered
Each engagement below ran under agreed acceptance criteria, with a named delivery manager and reporting the client's team could audit.
- Documented pilots
- Audited quality gates
- SLA-backed delivery
- Programmes profiled
- 6
- Typical QC pass rate
- 99%+
- Languages delivered
- 40+
- Reportable incidents
- Zero
Six programmes, six different quality bars
Sector, volume, and handling controls change from engagement to engagement — the operating model does not.
Perception dataset delivery for an ADAS release cycle
Mobility technology company
A dedicated pod of 90 annotators delivered multi-sensor labelling with a two-stage QA gate, letting the customer hold a monthly model release cadence.
- 4.2M
- Frames labelled
- 99.4%
- Accepted on first pass
- 38%
- Lower cost per frame
Clinical data operations under strict handling controls
Healthcare data platform
We stood up a secure delivery floor with restricted access, de-identification checks, and clinician review to process high volumes of structured records.
- 1.8M
- Records processed
- 6 wks
- To full ramp-up
- Zero
- Reportable incidents
Compliance learning programme rebuilt for 10 markets
Global enterprise
Curriculum redesign, accessible course production, and localisation into 22 languages, delivered on a fixed quarterly release calendar.
- 310
- Modules produced
- 22
- Languages shipped
- 91%
- Course completion rate
Subtitle and metadata operations for a catalogue launch
Streaming platform
A managed pod handled subtitling, QC, and metadata tagging across a back catalogue release, working to platform style guides and a weekly drop schedule.
- 9,600
- Hours subtitled
- 18
- Target languages
- 99.1%
- QC pass rate
Backlist remediation to meet accessibility standards
Academic publisher
We remediated a large academic backlist to WCAG-aligned standards — structural tagging, alt text, and reading-order fixes — with publisher sign-off at each batch.
- 12,400
- Titles remediated
- WCAG 2.1 AA
- Standard met
- 5 mo
- Programme duration
Reporting platform rebuilt on a governed data model
B2B software provider
An embedded engineering pod consolidated fragmented reporting into a single governed model, cutting manual reconciliation and shortening the analytics release cycle.
- 60%
- Faster report builds
- 140+
- Dashboards migrated
- 4
- Legacy tools retired
“The pilot told us exactly what the steady-state numbers would be. Twelve months in, the reporting still matches what was agreed.”
Head of Data Operations, enterprise technology client
Bring us the programme you can't staff internally
We scope it, run a measured pilot, and show you the numbers before you commit to scale.