Define the architecture. Prove it against agreed criteria.
A structured discovery, PoC and rollout path. Same loop, agreed inputs, defined acceptance categories. Nothing about numbers or timing is promised before your workflow is known.
Decisions we close before PoC starts.
- Which deployment model fits the existing encoder / packager / origin / CDN topology.
- The identifier surface exposed by your entitlement layer.
- The sample path, from suspected unauthorized distribution to the detector.
- Data boundary, retention and access-control expectations.
- Acceptance categories and thresholds to sign off before pilot.
What we collect during discovery.
Inputs are grouped so different teams can contribute in parallel. Access requirements depend on phase and are agreed during discovery.
- · Target workloads (live / VOD / screeners)
- · Regions and audience scale
- · Deployment model preference
- · Encoder / transcoder
- · Packager
- · Origin
- · CDN
- · ABR ladder, GOP / IDR spacing, segment duration
- · Auth / entitlement source
- · Token / session mapping
- · DRM systems
- · Player
- · Network topology
- · Security controls
- · Observability stack
- · Sample path
- · Enforcement API surface
- · Policy ownership
- · Anti-piracy operations model
Qualification → architecture → PoC → rollout.
- 01Qualification
Confirm workflow fit, stakeholders, success criteria and PoC scope.
- 02Architecture workshop
Working sessions to design the integration and data boundary.
- 03Sandbox / PoC
Sandboxed integration against agreed acceptance criteria.
- 04Acceptance & rollout
Sign-off on acceptance categories, then a staged production rollout.
What we agree to measure.
Categories, not numbers. Thresholds are agreed against your workflow and success criteria before pilot.
- 01Visual quality
Imperceptibility measurement against agreed thresholds.
- 02Robustness transformations
Recovery against crop, blur, flip, downscale, re-encode.
- 03Attribution / detection
Recovery of the correct session or token identifier.
- 04False-positive handling
Behaviour at low confidence and on unwatermarked samples.
- 05Latency / response
End-to-end time from sample submission to detection record.
- 06Integration footprint
Impact on encoding, delivery and cache behaviour.
- 07Cache / performance
Effect on CDN caching and origin load along the media delivery / mixing path.
- 08Resilience
Behaviour on partial failure of an upstream component.
- 09Operations
Monitoring, alerting and incident-response requirements.
What a discovery and PoC engagement typically produces.
Proposed. Final deliverables are scoped and agreed during qualification.
- Reference architecture aligned to your delivery stack.
- Data boundary and shared responsibility summary.
- PoC plan with acceptance categories and thresholds agreed against your workflow.
- Sandbox integration and test cycle report.
- Rollout and operations plan for staged production adoption.
Before discovery starts.
- Named workflow owner on the customer side.
- Access to encoder, packager or origin logs for scoping.
- Sample of representative live and/or VOD content.
- Draft acceptance criteria per relevant category.
- Named security / legal reviewer for the data boundary.
Scope a discovery and PoC.
Named owners, agreed inputs, defined acceptance categories.

