Case Studies | Linkosys

Case studies

Work delivered by the Linkosys engineering team, described by the problem it solved and how it was approached.

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Delivered work

Engagements and what they solved

Manufacturing

Product traceability and production management

Challenge: Production and supply records were held in systems that could not be reconciled, so a unit could not be traced back through its production history.
Approach: Built a shared traceability record spanning production and distribution events, with each step written once and readable by every downstream system.
Solution: A production management and traceability platform recording genealogy from input materials through to distributed product.

Distributed ledger
Systems integration
Web application

Operations

Online warehouse management system

Challenge: Stock movement, locations and fulfilment status were tracked manually, leaving inventory accurate only as of the last count.
Approach: Modelled the real warehouse process first — receiving, put-away, picking, dispatch — then built to it rather than to a generic inventory template.
Solution: A browser-based warehouse management system covering inventory, locations, movement and order fulfilment.

Web application
Relational database
Role-based access

Applied AI

Voice-driven AI reservations and ordering

Challenge: Orders and reservations arrived by phone and had to be transcribed by staff, which capped throughput at busy periods.
Approach: Applied speech recognition and intent handling to the narrow, high-volume part of the conversation, leaving staff to handle exceptions.
Solution: A mobile application taking spoken reservations and orders and passing structured records to the operator.

Speech recognition
Natural language processing
Mobile application

Applied AI

Street vehicle identification

Challenge: Identifying a vehicle from a street photograph required manual lookup against reference sources.
Approach: Trained and packaged an image classification model against vehicle imagery, with the inference path sized to run from a phone.
Solution: A mobile application returning vehicle identification from a camera image.

Computer vision
Image classification
Mobile application

Civic technology

Smart parking locator

Challenge: Drivers had no current view of parking availability, adding circulation time and congestion.
Approach: Combined location services with availability data and presented the result as a single map view rather than a list of sources.
Solution: A mobile application surfacing nearby parking availability and location guidance.

Mobile application
Geolocation
Mapping services

Public sector

COVID-19 community assistance platform

Challenge: Assistance requests and offers of help were scattered across channels during a period when response time mattered.
Approach: Built a single intake and coordination point that could be stood up quickly and operated by non-technical staff.
Solution: A public web platform coordinating community assistance requests and volunteer response.

Web application
Content management
Public-facing forms

On metrics and client names

We publish performance figures and client names only where the client has approved them, which is why you will not find percentage improvements or logos attached to the work above. For reference detail on a specific engagement, including past performance information for a solicitation, contact us directly.

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If you want to understand how we would approach a specific problem, the fastest route is a direct conversation.

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