Project archive

Work across modalities, with quality built into every handoff.

Use these profiles to explore the kind of data work Lusion AI delivers. Public examples omit private source data and identifying client information; dataset access and project specifics are confirmed with our team.

06project profiles
05data disciplines
QAreview-led delivery
Completed work

Completed project examples and image samples.

Compare raw imagery with annotation examples, then explore project profiles for more detail. Public examples are not live project status reports.

Image samples are illustrative annotation examples, not customer-specific project deliverables. Project profiles do not disclose private source data or client identities.

Speech · E-commerceCompleted example

Bengali e-commerce audio

Speech data for commerce conversations, with language-specific audio handling and transcript review.

Focus
Bengali commerce audio
Workflow
Collection · transcription · QA
Profile
Scope and delivery details
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Speech · MultilingualCompleted example

Multilingual speech data

Audio data workflows designed for multilingual speech and conversational AI use cases.

Focus
Multilingual speech
Workflow
Audio · transcript review
Profile
Languages and delivery
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Computer visionCompleted example

Computer vision annotation

Structured image annotation for vision tasks, with clear label definitions and review.

Focus
Image and video labels
Workflow
Annotation · quality review
Profile
Labeling and output
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Custom data collectionCompleted example

Custom data collection

Purpose-built collection to address project-specific data requirements and coverage.

Focus
Custom source data
Workflow
Requirements · capture · QA
Profile
Collection approach
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Egocentric · HouseholdCompleted example

Egocentric household data

First-person household activity data for robotics, embodied AI and multimodal systems.

Focus
Household activities
Workflow
Video · narration · review
Profile
Data and QA details
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Healthcare AICompleted example

Healthcare AI data

Healthcare data support shaped around project-defined scope, privacy requirements and review.

Focus
Healthcare AI data
Workflow
Data handling · QA
Profile
Project approach
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Running project workflows

Examples of work in progress.

These cards show workflow types that can be scoped and run. They are not a live client-project status board.

Running workflow · example

Urban road-scene segmentation

Image annotation workflow for road users and infrastructure, with class guidance, masks and quality review.

Explore image annotation →
Running workflow · example

Healthcare image review

De-identified image review organized around a project-defined taxonomy and specialist QA.

Explore healthcare AI →
Running workflow · example

Customer-support intent labeling

Structured text classification using an agreed intent taxonomy and reviewer escalation.

Explore NLP annotation →
Upcoming project opportunities

Plan the next data program.

Potential project briefs for teams preparing a new dataset or annotation workflow.

Upcoming opportunity

Regional voice-assistant recordings

Plan a consent-led speech collection with balanced language, speaker and recording-condition coverage.

Discuss speech collection →
Upcoming opportunity

Household activity and narration

Scope first-person household video and narration for robotics and multimodal AI.

View household dataset →
Upcoming opportunity

LLM response quality evaluation

Develop a reviewer rubric and calibration plan for domain-specific model responses.

Discuss an evaluation project →

Running and upcoming cards are illustrative workflow examples and planning opportunities, not a representation of current or confirmed client engagements. Ask our team for actual availability and project status.

Planning your next data project?

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