October 6, 2026

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10 min

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Operational Excellence in plant Breeding: How Bloomeo connects breeding goals, operations and data

Plant breeding has never been more data intensive. Breeders today manage always more complex breeding schemes, larger germplasm collections, more phenotypic and genotypic data, and a growing number of technologies such as genomic selection, high-throughput phenotyping and environmental characterization.

At the same time, breeding organizations need to deliver new varieties faster, while making sure that every selection decision contributes to clear breeding objectives and market expectations in an environmental change context.  

This creates a fundamental challenge:

How can breeding organizations connect their strategic objectives, breeding operations and data to make better decisions, faster?

This is the challenge addressed by the new Bloomeo Plant Breeding module.

Designed to support the complete breeding lifecycle, Bloomeo connects breeding goals, germplasm, crosses, field operations, laboratory results and data analysis in one collaborative environment.

The objective is not simply to digitize breeding operations. It is to help breeding organizations structure their programs, accelerate decisions and make better use of their data.

From breeding objectives to measurable targets.

Every breeding program should start with an objective. Whether the goal is higher yield, improved disease resistance, better quality, increased drought tolerance or a combination of several traits, breeders need to translate these objectives into measurable selection criteria.

Bloomeo allows breeding teams to formalize these objectives through Target Product Designs.

For each breeding goal, teams can define target traits, benchmark values or fixed targets, and assign relative weights to the different traits. This creates a structured framework for evaluating breeding materials against the objectives of the program.

For example, a strawberry breeding program may target a Brix value above 9, using a reference variety as a benchmark. Several traits can then be combined into an overall target-fit index.

As breeding programs progress, breeders can track how breeding lines are moving toward their objectives and compare their performance with benchmarks using intuitive visualizations.

This creates a direct connection between what the organization wants to achieve and what breeders select in the field.

For an R&D Head, the challenge is different. The question is not only whether a breeder can manage their daily activities efficiently. It is also:

Are our breeding programs aligned with our strategic objectives? Are we progressing quickly enough? Where should we invest our resources?

Bloomeo provides a management layer designed to answer these questions and offering tool to

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  • Monitor breeding performance through KPIs. Breeding programs can be monitored through intuitive KPIs aligned with breeding objectives. Instead of relying exclusively on detailed operational information, R&D leaders can access a high-level view of program performance and advancement. This helps structure breeding programs and track progress against defined objectives.
  • Give every stakeholder the right level of information. A breeder needs to investigate individual lines and traits. A technician needs an operational view of what needs to be done in the field. An R&D manager needs a broader view of program performance.  
  • Offer different perspectives depending on the objective : Dynamic dashboards, KPI-driven reporting, cross-trial and multi-year visualizations, and interactive analytics help transform complex breeding data into actionable information.

same platform can therefore provide:

  • The big picture for managers.
  • The deep dive for breeders.
  • The operational view for technicians.

An operational tool for breeders to manage complex breeding schemes

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For breeders, the value of a breeding management platform is ultimately measured by one thing: how much it helps me make better decisions.

Breeding involves hundreds or thousands of materials, generations, trials, observations and decisions. Information is often distributed across spreadsheets, databases, laboratory systems and specialized tools. Bloomeo brings these elements together.

But how can a digital data management tool support breeders in managing complex breeding schemes?

Bloomeo is designed to support different breeding operations, including:

  • Crosses, multiple hybridization or backcrosses
  • Auto and open-pollinations
  • Cytoplasmic male sterility (CMS)
  • Doubled-haploid processes
  • Vegetative propagation
  • Cloning
  • Populations of progenies

Pedigree management provides traceability for genotypes and families, while adaptable coding helps standardize the identification of new genetic materials.

The result is a clearer view of the history and progression of breeding materials. Strong UX/UI design efforts have been put in place to bring intuitive tools to breeder to mine into Genetic families, finding promising crosses with common parents.  

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New generations of genealogy graphs will drive breeding decisions based on genetic lineages.

Modern breeding increasingly relies on laboratory analyses and biotechnology. Bloomeo provides a workflow to identify and trace samples, prepare shipments to laboratories and manage results when they become available.

Laboratory results can be entered directly into Bloomeo, imported from Excel or integrated automatically through APIs. This makes laboratory data available within the same environment as breeding and field data, supporting more informed line selection and breeding decisions.

Breeding decisions are closely connected to field experimentation. With Bloomeo, breeders and technicians can manage sites and plots, geolocate trials, and collect observations directly through the mobile application, both online and offline.

Data can be recorded at different levels, from the trial to the plot and even the individual plant.

This creates a continuous data flow from field operations to breeding decisions, reducing the need to manually consolidate information between systems.

One connected data environment for breeding organizations

The complexity of breeding does not stop at breeding activities. Breeding teams interact with genomics, pathology, agronomy, laboratories, phenotyping technologies and other R&D activities.

This ecosystem can easily create data silos.

Bloomeo has therefore been designed with an API-first architecture, making it easier to connect breeding data with existing systems and external technologies.

The objective is to create a hub for R&D data, allowing organizations to reduce silos and create opportunities for cross-departmental insights.

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Ready for genomic selection

Genomic selection is becoming an increasingly important component of modern breeding strategies.

Bloomeo provides workflows to connect laboratory and biotechnology systems and bring predictive values from genomic selection back into the breeding environment.

This allows breeders to incorporate genomic information into their breeding decisions while maintaining the traceability of those decisions.

Ready for environmental data

Genetics cannot be considered independently from the environment. Weather, soil and other environmental factors influence the expression of traits and ultimately the performance of breeding materials.

Bloomeo is designed to centralize environmental information from the sources selected by each organization, creating opportunities for more advanced environmental characterization and envirotyping.

Ready for high-throughput phenotyping

High-throughput phenotyping generates increasingly large volumes of trait information from images and other technologies.

Bloomeo provides dedicated data flows to integrate trait results generated through imaging technologies, helping breeding organizations incorporate these new sources of information into their breeding workflows.

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One platform, many levels of value

The real value of a breeding management platform is not simply to store more data. It is to make that data useful.

When phenotypic, genetic, environmental, laboratory and operational information can be connected, breeding organizations gain the ability to explore their data from different perspectives :

  • Breeders can compare elite lines head-to-head and make their advancement decisions.
  • Agronomists can explore results across trials and years.
  • Managers can monitor program KPIs.
  • IT can secure phenotypic and genetic information in one place.

And as more data becomes available, the same infrastructure can support increasingly advanced analytics, automation and AI applications.

This is why Bloomeo has been designed as a future AI-ready breeding platform, rather than simply as a digital replacement for spreadsheets and legacy tools.

With the new Bloomeo Plant Breeding module, Doriane brings together breeding objectives, genetic materials, pedigrees, crosses, field operations, laboratory data, environmental information and analytics in one platform.

The ambition is simple:

Help breeding organizations turn their data into better decisions, and their decisions into better varieties.

Discover how Bloomeo can support your breeding organization and connect your breeding data, operations and teams.

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Tristan Duminil

Head of Agronomy

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