HUISON INTELLIGENCE
Contact us

Cases and solutions

Explore the challenges and deliverables of completed projects alongside products and configurable solutions. Each entry identifies its type to help assess similar use cases.

One product, many codes: SKUs unified so stock and sales add up
Delivered · in daily use

One product, many codes: SKUs unified so stock and sales add up

The problem

The same product carried different codes and names in the till, warehouse and purchasing systems, so stock counts and sales figures never agreed and reports were checked line by line by hand.

Deliverables and features

  • One SKU master, with the codes from every system mapped to it
  • AI-assisted matching on name, specification and barcode; anything unmatched goes on a list for a person to confirm
  • Stock and sales recalculated on one basis, with reconciliation reports

Results and practical value

Stock and sales use a common SKU reference. New products follow the master-data workflow, reducing duplicate codes and manual reconciliation.

Port operations: loading steps checked against procedure
Delivered · logistics

Port operations: loading steps checked against procedure

The problem

Footage alone still leaves someone to judge whether loading followed the agreed order and where a deviation happened.

Deliverables and features

  • Recognition of loading steps in the agreed work area
  • Comparison of actions with the standard procedure
  • Time-stamped deviations for supervisors to review

Results and practical value

Review focuses on actions and process deviations, with no face recognition by default.

Compliance data: from sensor readings to traceable reports
Delivered · compliance data

Compliance data: from sensor readings to traceable reports

The problem

Field sensors produce data continuously and the reporting standard is revised periodically. Re-collecting history each time is not workable.

Deliverables and features

  • Connect time-series data and apply the calculation method specified for the project
  • Rule versions stored apart from the data
  • Produce reports for review, retaining data sources and calculation records

Results and practical value

Retain historical data and rule versions for recalculation and traceability, collecting additional data when a new standard requires it.

Interactive terminal: one device, many exhibits
Product · Interactive terminal

Interactive terminal: one device, many exhibits

The problem

Venue networks are unreliable and privacy law limits what may be captured. The device has to run all day under both conditions.

Deliverables and features

  • One program with several exhibits, in Android and Windows builds
  • All vision inference on the device, which keeps running offline
  • Presence and rough head-count only, with no face images stored

Results and practical value

Venues change content from a back office, and devices can be rented or bought.

An AI layer on the systems you already run
Service · AI as a Service

An AI layer on the systems you already run

The problem

Businesses won't replace their ERP, CRM and warehouse systems to use AI, and letting a model touch them directly risks overreach with no audit trail.

Deliverables and features

  • A layer on top of existing systems: permission checks, rules and approval for key actions
  • A record of every step, with results written back to the source system
  • Start with a scoped pilot and provide documentation and source code as agreed in the contract

Results and practical value

Permission checks, human approval and action records reduce the risk of unauthorised operations and provide an audit trail.

Goldrute: from buyer evidence to outreach drafts
Product · Buyer research

Goldrute: from buyer evidence to outreach drafts

The problem

A long contact list doesn't show who really imports the product or why they deserve follow-up.

Deliverables and features

  • Matching of product catalog to buyer data
  • Screening with reasons and customs bill-of-lading evidence
  • A buyer shortlist and outreach drafts for team review

Results and practical value

A demonstrable workflow from research to outreach preparation.

Contact us
→