to resolve the intricacy of data

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What we do

Complex data, understandable tools.

Deweave is a data intelligence company. We design and build systems that turn complex information into tools people can understand, question and use.

Interpret · model · automate.

Selection

Selected work

Five projects spanning machine learning, editorial systems and territorial data.

01 Bithia Deweave · 2024—today

AI editorial automation that takes press releases all the way to published articles, so journalists can get back to journalism.

  • Press release intake from email, WhatsApp, certified email and APIs.
  • Rewriting in the voice of the publication or of the individual journalist, with Italian-language models.
  • Images, captions, alt text, SEO metadata, tags and schema markup.
  • Publishing to the newsroom’s CMS, with optional human review and consistency checks.
Visit bithia.ai ↗
02 Faire Fintech · 2023—2025

Data science, machine learning and analytics supporting models, products and operational decisions.

  • Technical validation of augmented datasets and predictive models.
  • KPIs, data pipelines, transaction categorisation and reconciliation.
  • An LLM agent able to query databases and generate tables and charts.
  • Technical governance, documentation and knowledge transfer.
03 EMC2 University of Cagliari · 2025—2026

A portal bringing together information, tools and sources on Renewable Energy Communities in Sardinia.

  • Interactive map with search, filters, clustering and incremental updates.
  • A glossary of more than sixty terms in five languages with fuzzy search.
  • Branching guides for citizens, institutions, installers and facilitators.
  • Monitoring of calls and regulations from more than eighteen institutional sources.
Visit emc2cer.it ↗
04 ANNA Deweave & Catchy · 2021—2022

An NLP platform that reads and organises more news than a newsroom could open manually.

  • Continuous ingestion, enrichment and exploration on a scalable data lake.
  • Topic modelling, automatic naming, summarisation and custom NER.
  • Analysis of topics, stories, influencers, trends and outliers.
  • REST APIs for integration with existing editorial platforms.
05 Meaning for Mining Deweave · SIAE registered, 2019

Social data intelligence to understand who moves a topic, how it spreads and with what sentiment.

  • Sentiment, network analysis, trends, key topics and engagement.
  • Near-real-time monitoring and interpretation of social streams.
  • Distributed infrastructure using ClickHouse, MongoDB and GlusterFS.
  • Databases containing billions of rows and roughly one billion analysed tweets.

Contact

Let’s talk.