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Explore what
we engineer.

From visual understanding to the software that turns information into action. Explore our technologies, the work behind them, and the areas we are developing next.

121capabilities across
12 technology areas
Developed

Implemented in software. Deployment and validation depend on the specific scope.

Prototype

Under integration or validation. Further testing is needed before operational use.

Research

Under investigation. Feasibility and outcomes remain open.

Capabilities describe engineering work, not universal performance, certification, or production readiness. Images illustrate technology themes and contain no client records or internal system designs.

121 capabilities across 12 areas

Open any area to explore its capabilities
Precision camera inspecting unbranded mechanical parts on a pale workbench

01 / 15 capabilities

Computer vision & visual intelligence

Turn visual information into observations people can inspect, search, and act on. Our work spans detection and tracking, visual-language reasoning, and the tools used to prepare and review image data.

Explore 15 capabilities
  • Object detection

    Developed

    Identify and locate relevant objects in images, uploaded video, and camera streams.

  • Object tracking

    Developed

    Follow objects over time and connect their movement with the surrounding scene.

  • Image segmentation

    Developed

    Separate objects and regions at pixel level for analysis and annotation.

  • Vision-language models

    Developed

    Combine images and language to describe scenes and answer focused visual questions.

  • Visual event analysis

    Developed

    Convert selected observations into reviewable events, clips, and structured records.

  • Activity and cycle timing

    Prototype

    Investigate recognition of repeated activities and time intervals in operational video.

  • Image and video annotation

    Developed

    Create, inspect, and correct object labels, boxes, and masks across image and video-frame datasets.

  • Dataset preparation

    Developed

    Organize visual examples, manage labels, and export data for model development.

  • Visual occupancy analysis

    Prototype

    Explore scene-based occupancy and parking observations in focused prototypes.

  • Camera-based signal research

    Research

    Study subtle changes in video for experimental signal measurement, without clinical claims.

  • Persistent scene-change detection

    Developed

    Flag objects or regions that appear, disappear, or remain changed for human review.

  • Review-driven dataset improvement

    Developed

    Collect uncertain visual examples for annotation and future model development.

  • Camera control and image correction

    Developed

    Connect supported camera controls, object-following views, and fisheye correction with visual review.

  • Visual text and plate reading

    Developed

    Extract visible text and supported vehicle identifiers for focused review workflows.

  • Subtle-motion visualization

    Research

    Amplify small visual changes for exploratory inspection of recorded scenes.

Discuss this technology
Unbranded research workstation with abstract video thumbnails and translucent image frames

02 / 12 capabilities

Video memory & intelligent search

Make large media collections easier to navigate. We connect visual records, transcripts, time, and context so people can retrieve the relevant material and return to the source.

Explore 12 capabilities
  • Semantic search

    Developed

    Retrieve information by meaning rather than relying only on exact keywords.

  • Image and video retrieval

    Developed

    Find relevant images and video segments from natural-language queries.

  • Time-linked media indexes

    Developed

    Connect observations with their position in a recording for direct review.

  • Multimodal retrieval

    Developed

    Bring visual content, text, and transcripts into related search experiences.

  • Evidence-linked answers

    Developed

    Keep retrieved source material available alongside language-model responses.

  • Searchable video memory

    Developed

    Retain selected visual observations and descriptions for later exploration.

  • Media review workspaces

    Developed

    Browse clips, inspect observations, and organize relevant evidence in a working interface.

  • Context and metadata filters

    Developed

    Narrow collections by relevant attributes, sources, and time ranges.

  • Temporal knowledge graphs

    Developed

    Connect observations, entities, and relationships across time to support contextual retrieval.

  • Evidence and alert workflows

    Developed

    Connect configurable event rules with reviewable evidence, acknowledgement, and notification routing.

  • Privacy-aware media review

    Developed

    Apply configurable display and export masking alongside controlled access to original media.

  • Recording and clip export

    Developed

    Organize recordings, select time ranges, and export supported clips and review reports.

Discuss this technology
Generic topographic architectural model beside an unbranded drone and panoramic camera

03 / 11 capabilities

Spatial media, maps & navigation

Connect observations to a place and a point in time. We build map-based media experiences and explore planning and navigation through controlled software prototypes.

Explore 11 capabilities
  • Geolocated media

    Developed

    Connect images and observations with map locations and navigable site records.

  • 360-degree media viewers

    Developed

    Explore panoramic imagery through interactive browser-based viewing tools.

  • Aerial imagery layers

    Developed

    Display georeferenced aerial images and orthophotos within a map interface.

  • Dated capture catalogues

    Developed

    Organize media captures across dates so users can inspect changes over time.

  • Elevation and terrain views

    Developed

    Present terrain and elevation information alongside spatial imagery.

  • Map comparison and markup

    Developed

    Compare capture layers and place review notes in a spatial context.

  • Route and mission simulation

    Prototype

    Explore routes and constraints in software before field validation.

  • Navigation evaluation

    Prototype

    Investigate localization and planning behaviour in simulated scenarios; field readiness remains a separate validation step.

  • Geospatial data ingestion

    Developed

    Bring supported georeferenced imagery and elevation files into reviewable map layers.

  • Layered panoramic records

    Developed

    Navigate captures across floors and dates, with image-linked notes and interactive hotspots.

  • Airspace and communication simulation

    Prototype

    Explore geofencing, route conflicts, changing conditions, and radio-channel constraints in controlled simulations.

Discuss this technology
Anonymous drawing sheets and a clear magnifier on a mint and white desk

04 / 10 capabilities

Documents & engineering information

Move from complex files to structured, reviewable information. We work with documents, tables, drawings, and reports, with human correction where interpretation matters.

Explore 10 capabilities
  • PDF and office document extraction

    Developed

    Read text and tables from supported documents and turn them into structured review material.

  • Optical character recognition

    Developed

    Recover machine-readable text from scanned or image-based pages.

  • Document-to-catalogue workflows

    Developed

    Convert source material into editable catalogue entries for human review.

  • Source-linked review

    Developed

    Keep extracted information connected to its document location and supporting evidence.

  • Review and correction interfaces

    Developed

    Let people inspect, amend, and approve extracted information before downstream use.

  • Structured report export

    Developed

    Produce reviewable document and data exports from application records.

  • Drawing interpretation

    Prototype

    Develop workflows for interpreting building drawings and correcting the resulting structured geometry.

  • Drawing-to-3D review

    Prototype

    Explore editable, human-reviewed building geometry and 3D export from drawing information.

  • Concrete quantity review

    Developed

    Review foundation-concrete quantities from supported structured building inputs.

  • Document-grounded review

    Prototype

    Explore question answering and structured review over supported documents, with source material available for inspection.

Discuss this technology
Studio microphone, headphones, and an abstract waveform on an unbranded tablet

05 / 10 capabilities

Speech & accessible content

Create more flexible ways to listen, read, and capture information. Our work connects speech generation, transcription, reading controls, and document experiences across devices.

Explore 10 capabilities
  • Neural speech synthesis

    Developed

    Generate spoken output from text with controls suited to reading and listening experiences.

  • Local voice processing

    Developed

    Run supported speech models locally for workloads that benefit from device-side processing.

  • Browser speech inference

    Developed

    Bring supported speech processing into the browser with model loading and audio handling.

  • Synchronized reading

    Developed

    Connect spoken output with word-level timing and text highlighting.

  • Playback and voice controls

    Developed

    Support listening controls, voice selection, and navigation through spoken content.

  • Speech transcription

    Developed

    Convert audio to text through supported local or cloud processing paths.

  • Voice-to-workflow capture

    Prototype

    Turn spoken input into structured task proposals for the user to review.

  • Document reading integrations

    Developed

    Bring speech and reading controls into document and writing environments.

  • Reading libraries and exports

    Developed

    Keep reading progress and annotations, and export supported document or audio outputs.

  • Long-document speech preparation

    Developed

    Prepare long texts for playback with segmentation, pronunciation controls, and text normalization.

Discuss this technology
Anonymous assessment pages, notebook, tablet and digital pen in a white workspace

06 / 9 capabilities

Assessment & learning systems

Build structured assessment workflows around clear criteria and instructor control. The technology combines document processing, assisted evaluation, feedback, and review interfaces.

Explore 9 capabilities
  • Submission intake

    Developed

    Organize supported submission files and associate them with an assessment workflow.

  • Rubric-based evaluation

    Developed

    Apply structured assessment criteria while keeping the criteria and outputs available for review.

  • Assisted grading pipelines

    Developed

    Coordinate document processing and model-assisted evaluation with explicit review stages.

  • Feedback generation

    Developed

    Prepare structured feedback that instructors can inspect and edit.

  • Review and moderation

    Developed

    Support correction, reconsideration, and control over consequential assessment decisions.

  • Assessment analytics

    Developed

    Summarize assessment records and help reviewers inspect patterns and exceptions.

  • Learning administration

    Developed

    Develop role-based interfaces for instructors, learners, and assessment administration.

  • Identity and record matching

    Prototype

    Explore matching extracted identifiers with the correct workflow record, with manual handling of uncertain cases.

  • Learning-content generation and exchange

    Developed

    Prepare assessment questions and assignments, then export supported learning-platform formats for review.

Discuss this technology
Blank cards in clear glass trays beside an unbranded laptop

07 / 8 capabilities

AI agents & workflow automation

Connect language models with the software and review steps around a real task. We build controlled automation for information intake, proposal preparation, and connected operational workflows.

Explore 8 capabilities
  • Structured task interpretation

    Developed

    Turn natural-language requests into bounded, structured task inputs.

  • Tool-connected assistants

    Developed

    Connect model responses with permitted application tools and data operations.

  • Multi-step orchestration

    Developed

    Coordinate dependent processing steps and expose progress to the user.

  • Source-grounded proposal preparation

    Developed

    Prepare draft recommendations and commercial proposals from approved source information.

  • Human approval workflows

    Developed

    Keep consequential changes behind clear review and approval actions.

  • Background processing

    Developed

    Run longer tasks asynchronously with job status, retry handling, and recoverable results.

  • Validation and exception handling

    Developed

    Check structured outputs and surface missing or inconsistent information for review.

  • Model evaluation workflows

    Developed

    Compare outputs, inspect failures, and record evidence for iterative improvement.

Discuss this technology
Generic venue scale model beside an anonymous calendar display

08 / 7 capabilities

Matching, recommendations & planning

Help people navigate choices with structured preferences and constraints. Our work includes recommendation interfaces, availability-aware planning, catalogue search, and editable proposals.

Explore 7 capabilities
  • Preference-based matching

    Developed

    Relate user needs to relevant catalogue entries and service options.

  • Constraint-aware selection

    Developed

    Filter options around supported requirements such as capacity, category, availability, and budget.

  • Recommendation explanations

    Developed

    Present the context behind suggested options so users can inspect their fit.

  • Package and option composition

    Developed

    Develop editable combinations of approved catalogue items and services.

  • Quotation workflows

    Developed

    Connect draft proposals with validated calculations and reviewable commercial information.

  • Scheduling and availability

    Developed

    Build calendar-based availability, booking, and coordination experiences.

  • Conversational planning

    Prototype

    Explore task-focused planning assistants that guide users through choices and unresolved questions.

Discuss this technology
Anonymous records display, blank smart card and security key on a white desk

09 / 14 capabilities

Operational platforms & secure records

Build the platforms that make intelligent workflows usable. We connect records, permissions, transactions, collaboration, and administration through clear web and mobile experiences.

Explore 14 capabilities
  • Role-based workspaces

    Developed

    Provide task-specific interfaces and permissions for different user roles.

  • Records and document workflows

    Developed

    Manage structured records, supporting files, review states, and controlled access.

  • Transaction and billing integrations

    Developed

    Connect supported checkout, subscription, and transaction workflows with application records.

  • Messaging and collaboration

    Developed

    Support conversations, status updates, and coordinated work between application participants.

  • Administration and reporting

    Developed

    Build operational dashboards, review queues, exports, and administrative controls.

  • Licensing and renewal workflows

    Prototype

    Prototype applications, record review, and renewal experiences using synthetic demonstration data.

  • Record-linked QR experiences

    Prototype

    Explore scannable identifiers connected to controlled record and verification views.

  • Map-based reporting and feedback

    Prototype

    Prototype geographic reports and community feedback interfaces.

  • Personal task organization

    Developed

    Build local task capture, planning views, and calendar export experiences.

  • Versioned documents and signatures

    Developed

    Prepare issued document versions, manage signing roles, and retain reviewable acceptance records.

  • Consent-scoped record sharing

    Prototype

    Prototype limited-access record views, permissioned sharing, and signed-record review.

  • Corrections and dispute histories

    Prototype

    Prototype recorded corrections, authorized review, and traceable dispute handling.

  • Calendar connectivity

    Developed

    Connect supported calendar imports, availability holds, synchronization, and reconnection workflows.

  • Payment lifecycle records

    Developed

    Implement installment, refund, dispute, and reconciliation workflows with explicit testing and review controls.

Discuss this technology
Concrete and timber material samples beside blank research charts

10 / 7 capabilities

Research data & decision support

Make evidence easier to explore and compare. We develop research interfaces and investigate domain-specific questions with explicit boundaries around the data and conclusions.

Explore 7 capabilities
  • Interactive evidence atlases

    Developed

    Present structured research records through searchable, navigable visual interfaces.

  • Data visualization

    Developed

    Build charts, maps, and comparison views that make patterns easier to inspect.

  • Multilingual research content

    Developed

    Support connected multilingual information and accessible research navigation.

  • Material impact comparisons

    Developed

    Compare foundation-concrete quantities with selected embodied-carbon factors and stated scope limits.

  • Building-code documentation research

    Research

    Investigate structured preparation of alternative-solution documentation; automated compliance is not an established capability.

  • Evidence collection and synthesis

    Developed

    Organize source material and review findings within a structured research workflow.

  • Expert evaluation interfaces

    Prototype

    Prototype review panels and criteria-driven evaluation for emerging technical work.

Discuss this technology
Unbranded virtual reality headset beside a neutral architectural model

11 / 7 capabilities

3D, simulation & immersive systems

Explore spatial understanding beyond a flat screen. Our development and research connect interactive 3D, visual reconstruction, simulation, and human evaluation.

Explore 7 capabilities
  • Interactive 3D viewers

    Developed

    Present manipulable 3D content in a browser for inspection and review.

  • Image-to-3D reconstruction

    Research

    Investigate conversion of selected image regions into 3D geometry.

  • Mesh preparation and export

    Research

    Explore mesh processing, export formats, and levels of detail for downstream viewing.

  • Immersive training environments

    Research

    Research hazard-oriented virtual environments and structured training review.

  • Simulation scenario tools

    Prototype

    Build software prototypes for changing scenarios and inspecting resulting behaviour.

  • Interactive educational experiences

    Prototype

    Develop browser-based games and simulations for exploring concepts through interaction.

  • 3D scene integration

    Research

    Investigate how reconstructed assets and evaluation tools connect with immersive scene development.

Discuss this technology
Compact unbranded edge appliance and camera module beside a closed laptop

12 / 11 capabilities

Edge, cloud & modern software engineering

Choose the processing environment around the workload. We develop the interfaces, services, and infrastructure needed to connect intelligent models with maintainable applications.

Explore 11 capabilities
  • On-device inference

    Developed

    Run supported models locally where device resources and workload requirements allow.

  • Browser-based processing

    Developed

    Bring suitable processing and interactive experiences closer to the user’s device.

  • Cloud services and application APIs

    Developed

    Connect web and mobile experiences with structured backend services and integrations.

  • Web and mobile interfaces

    Developed

    Build responsive, accessible application and content experiences across screen sizes.

  • Identity and access integration

    Developed

    Connect sign-in, permissions, and account-aware experiences with application workflows.

  • Media and file processing

    Developed

    Handle uploads, conversion, processing status, and reviewable file outputs.

  • Deployment and observability

    Developed

    Support automated publishing, operational health checks, logs, and maintainable service delivery.

  • Video appliance development

    Prototype

    Develop compact local video-processing systems and investigate resource-constrained deployment.

  • Operational safeguards

    Developed

    Build validation, scoped access, audit records, and controlled failure handling into connected systems.

  • Network camera integration

    Developed

    Discover and connect supported cameras, relay streams, and monitor media-processing health.

  • Resource-aware model execution

    Developed

    Select supported processing profiles around available memory, acceleration, and device constraints.

Discuss this technology

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