Data Extraction & Wrangling Services

Getting the most from data requires extraction, transformation and piping to and from platforms both on-prem and in the cloud - data wrangling. During this ETL data is transformed to alternate formats and structures to support downstream consumption like loading to data lakes, data warehouses. There are many nuances to this process and no two projects are ever identical due to the variability of data source and end state data structures. Zifo has experience with many "data wrangling" approaches, extraction automation and scaling, ETL tools, data formats and enrichment techniques that all support the data re-use and FAIR data journey.

FMCG Scientific IT Services & Informatics Consulting

Formulations and recipe development/management, product/market testing, process scale-up and manufacturing, PLM informatics
Food & Beverage

Ingredient development, product/recipe optimisation, formulation & process development, stability, manufacturing, PLM informatics.
Oil & Gas Scientific IT Services & Informatics Consulting

Lab & testing operations, process analytical technologies (PAT), SCADA and remote plant monitoring informatics
PHARMA

Chem & Bio, Lab Informatics, Pharmacology, PK/PD, Safety/Tox, Formulations, Analytical, Manufacturing QC, Clinical Trials informatics support
Speciality Chemicals

Chemicals & Biomaterials, Process Development, Analytical method dev & test, Formulations & recipe dev & management, PLM informatics.

knowledge graph - lab data integration services

ABOUT DATA WRANGLING

Extracting data from and transforming to alternate formats including graph data structures like RDF, special structures like ADF etc to support loadin...

OUR CAPABILITIES

Our expertise spans the whole spectrum of scientific informatics, and we're able to draw on a huge marketplace of partnerships and experience with scientific software & technology platform providers. So whatever is needed we'll provide an agnostic, unbiased, impartial and tailored approach to determining the best way forward for your situation.

OUR PEOPLE

Our people are our business and we invest and support their development and curiosity. We actively promote science in our daily work and over 90% of people in Zifo have a scientific background - meaning we speak & understand the language of science.

GLOCAL

We have a GLOCAL (global & local) presence - meaning we engage with you in your language and time zone but leverage a global delivery support model to remain cost-effective, scalable and very reactive

FOCUS

We focus on science and scientific process applications and informatics. This means we can provide expertise and domain knowledge without compromising quality, technical and service delivery excellence.

PARTNERSHIPS

Our huge marketplace of partnerships with science technology and informatics platform providers means you can rely on Zifo to be agnostic and advise on strategy, plan & deliver projects, and validate and maintain your scientific informatics environments.