研究開発チームは、予算を削減しながらもイノベーションを加速させる必要があるため、データ駆動型の研究開発モデルの需要が高まっています。
組織が既存の知識の再利用を目的としている場合でも、データ駆動型の意思決定を実施する場合でも、人工知能（AI）／機械学習（ML）に基づく新しい研究開発モデルに取り組む場合でも、データインテリジェンスには２つの前提条件があります。それは、データが容易に入手可能であることと、データのコンテキストを理解する必要があることです。
データのコンテキストを理解することはデータインテリジェンスの基本であり、データ駆動型の研究開発を実現するための鍵となるでしょう。
データ科学者は、部門、分野、共同研究などのソースを気にすることなく、実験の状況を正しく反映した信頼性の高い適切なデータを必要としています。
管理者は、最新のダッシュボードや簡単に作成できるレポートで、プロジェクトの進捗状況を明確に把握する必要があります。
科学者は過去の失敗や成功から学ぶ必要があります。科学者は、過去に何が成功したのか、どのようなステップが成功につながるのかを理解する必要があります。
■ワークフローと役割に応じてデータをコンテキスト化ドットマティクスのソリューションは、ワークフローや役割に応じてパーミッションを調整することができます。例えば、実験室の技術者は特定の実験に関連するデータのみを見ることができ、科学者は特定の実験を構成するデータ全体を分析することができます。
■すべての研究データにいつでもアクセス
ドットマティクスのソリューションは、すべての研究データにいつでもアクセスできます。特定の実験に関するデータを一箇所にまとめることができ、分析に関係のないデータでユーザーに負担をかけることはありません。
Query data for complex experimentsGiven access to all data connected to a given experiment, scientists can explore data in ways that they otherwise couldn’t. Dotmatics experimental workflows are configured to include all relevant data in one place without overburdening the user with data that aren’t relevant to their analysis.
Whether experiments are highly standardized, such as antibody screening workflows, or highly diverse such as in materials science applications, Dotmatics provides a flexible framework to give a holistic view onto your research data, allowing you to cross reference chemistry, biology, formulation, process and analytical/physical characterization data.
Extract knowledge While it is incredibly powerful being able to access all relevant data for an experiment in one place, Dotmatics can take advanced knowledge extraction one step further. Oftentimes, researchers need their analyses to span series of experiments, whether to analyze a multi-step reaction with all their intermediates, or to understand how a series of experiments resulted in a successful outcome. Or, when project requirements are close to prior work, relevant experiments need to be aggregated to create the best possible starting point. Without Dotmatics’ data intelligence solutions these efforts often become insurmountable, resulting in the duplication of costly experimentation.
Visualize data and create decision supportData visualization is a key activity within data intelligence: the process of turning data into knowledge. Unlike others who see data visualization as an endpoint, Dotmatics’ Vortex is an integral part of the data lifecycle, allowing scientists to feed their insights back into the platform. This enables decision support or creates the basis of new projects. Or, selections of relevant experiments within the design space may be fed into other applications, creating an open environment for innovation.
Be flexible in your platform designThe Dotmatics unified platform can be deployed either standalone or as a solution to integrate various transactional systems (e.g. LIMS and/or ELN) to help you turn your research data into valuable assets to accelerate innovation. Integrations can be implemented to tie various data silos together or to span a variety of disciplines (e.g. chemical synthesis, formulations, process and analytical/physical characterization). Other integrations at the application level allow for the streamlining of workflows (e.g. for instrument data acquisition and preprocessing).
Dotmatics BrowserDotmatics Browser is a powerful web-based search and reporting solution that provides federated searching across Dotmatics and third party research databases, enabling research scientists to access all of their data whenever they need it, irrespective of where it is stored.
BlueprintBlueprint is a web-based visualization and scientific analytics application. It is designed to help project scientists working on small molecule discovery projects to visualize and analyze their data, and to help them to design their next set of compounds to make.
Dotmatics Studies NotebookDotmatics Studies Notebook is an Electronic Laboratory Notebook (ELN) with flexible templating to capture, store and search experiments from all scientific disciplines.
Dotmatics VortexDotmatics Vortex is an interactive data visualization and analysis solution for scientific decision support. Building on and extending the spreadsheet paradigm, it provides the data manipulation, statistical analysis and sophisticated plotting capabilities required to explore and understand any complexity and size of data. Vortex is also scientifically aware providing native cheminformatics and bioinformatics analysis and visualizations.
Dotmatics PlatformThe Dotmatics Platform is the common framework that supports the Dotmatics web-based scientific applications and allows them to work together to provide users seamless end-to-end workflows. The Platform supports managed deployments in the Cloud or self-supported deployments on premise. An open architecture enables workflows to include third-party software integration. When used together with Dotmatics Browser the Platform allows federated data access across corporate and external research data. The Dotmatics Platform is completely unified – it provides common data models, code and architecture to support business workflows that span the capabilities of the individual applications. This is important for enterprise enablement of research organizations, providing ease of maintenance and development. It gives the lowest possible total cost of ownership compared to platforms that support their applications with less tightly integrated collections of multiple technologies and/or architectures with multiple development histories.
Dotmatics CloudMobile technology offers a unique opportunity to collaborate, access data and make decisions on the go, increasing throughput and reducing time consumed by review processes. The Dotmatics Platform on the cloud allows the integration of multiple, diverse systems and data sources. Organizations can now securely access all of the Dotmatics solutions, using a web browser, on their own dedicated instance running in the cloud. This provides users with an all-encompassing view of relevant information, enabling better informed science and business decisions. The Dotmatics Platform in the cloud is powered by Amazon Web Services™ (AWS). Data security is guaranteed when using the gold standard AWS infrastructure. Dotmatics’ solutions are installed in Amazon-controlled data centers around the world thus ensuring that data is housed at the user’s preferred location. The Dotmatics Platform provides a single point of access to all science data and functions across multidisciplinary groups. The flexibility enables scientists, collaborators and partners to instantly interact with the same data via the cloud regardless of location and time zone, fulfilling the promise of real time research.
At the heart of collaborative research
Protect and control your database with single tenancy
Secure access from users’ preferred device
Dotmatics ChemselectorDotmatics Chemselector manages very large chemistry datasets with fast search and trivially simple maintenance/update. It has a modern user interface focused on browsing and filtering for molecule, reagent and sample selection. The available eMolecules+ for Chemselector dataset provides access to highly curated eMolecules sourcing data.
Chemselector
eMolecules+ for Chemselector
Dotmatics CascadeDotmatics Cascade manages the requesting and assignment of laboratory tasks, and tracking the progression of samples, across multiple teams within an organization or across a collaborating network.
Dotmatics Reaction WorkflowsDotmatics Reaction Workflows is a graphical environment that enables scientists to build and execute data processing workflows to perform common cheminformatics tasks, such as library enumeration, structure normalization and compound profiling. Users build workflows in a drag-and-drop environment by selecting and connecting nodes that provide inputs (e.g a list of reagents) and outputs (e.g. view in Dotmatics Vortex) or perform actions (e.g. perform a reaction), configuring them with data and then executing the workflow to produce results. Many different tasks can be configured including:
Dotmatics InventoryDotmatics Inventory is a fully searchable sample and materials inventory that tracks chemicals, biologics, instruments and associated data across a hierarchy of locations and manages the dispensing and plating workflows, as samples are moved through an R&D process.
Dotmatics PinpointDotmatics Pinpoint is a chemical cartridge for indexing and searching chemistry within Oracle databases.
Pinpoint enables indexing of chemical structures, calculations of physical chemical properties and substructure searches within an Oracle database. It is used to support structure searching with Dotmatics Browser, check for structural uniqueness and register molecules in Dotmatics Register, and store and search chemical reactions in Dotmatics Studies Notebook.
Dotmatics ElementalDotmatics Elemental is a chemical sketcher that enable scientists to draw, edit and save structures and reactions, and calculate properties.
Dotmatics RegisterDotmatics Register is a web-based compound and batch registration system used to maintain corporate chemical registration and reagent databases.
