softmedia/ digital systems
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02 / CASE STUDIESCASE_LIBRARY / 06 PROJECTS

Custom software, data and AI case studies

We design systems around real processes: document work, manufacturing, sales, data quality, integration and analytics. These case studies show how we turn a complex business problem into a solution that can be developed, measured and maintained.

CASE_03

ERP and CRM data / data quality / machine learning

Deduplication and normalisation of long-running customer data

A custom system identifies similar records, standardises company and address data, and learns from operator decisions while keeping people in control of merging.

DATA_QUALITYDEDUPLICATIONML.NETSQL
CASE_06

R&D / trading agent / machine-learning models

R&D platform and autonomous trading agent

Price prediction, parameter simulation, continuous market analysis and iterative model training as a measured step towards an autonomous trading agent.

TIMESCALEDBXGBOOSTLIGHTGBMREAL_TIME
NEXT_PROCESS / DISCOVERY

Have a process that off-the-shelf software cannot support?

A strong project begins with understanding people’s work, data and existing constraints. We can start with one process, a focused pilot or an architecture review.

Discuss your project