Industry

Metrology and industrial data

A direction at the intersection of R&D, engineering data, measurements, industrial analytics and AI.

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Where is it useful?

In tasks where you need to connect measurements, data, quality, regulations, equipment, analytical showcases and applied AI scenarios.

ASB-27 and engineering digital metrology

ASB-27 shows how a measurement task is transformed into a digital engineering product: field device, coordinates, telemetry, signal, quality control, operator environment, data processing and preparation for industrial evaluation. For the metrology and industrial data industry, this is a good example of how digital metrology goes beyond registers and verifications.

Typical architecture

The industry page is viewed as a environment map: ERP and accounting, data and BI, information security, integrations, AI scenarios, operations and development teams. This approach helps to connect the technology with the real business process.

Regulations and risks

For the industry, requirements for data, continuity, access, logging, import independence, personal data, CII or industry standards, if applicable, are separately analyzed.

Frequently asked questions

How is industry context taken into account?

We start with processes, regulations, data, integrations and typical risks of a specific industry.

Can existing systems be used?

Yes. Usually the task is not to replace the entire environment, but to manage development, integration and risk reduction.

What is important for the first conversation?

Description of systems, process owners, pain points, security constraints and desired results.

RESTART projects for the industry

In metrology and industrial data, the main design focus is ASB-27. Additionally, the industry is close to corporate projects, where RESTART worked with data accuracy, regulated accounting, assets, integrations and industrial restrictions.

project

ASB-27 - autonomous seismic buoy

Field measurements and engineering R&D

ASB-27 links device, position, telemetry, signal acquisition, quality control and industrial applicability assessment.

project

SAP KIISU for lease accounting according to FAS 25 and IFRS 16

Data quality and regulated environment

ALROSA is relevant as an example of industrial accounting, data, calculations, inspections and reporting on a large scale.

project

Project Phoenix: S/4HANA Enterprise Template

Industrial Data Architecture

The S/4HANA enterprise template shows how assets, land, leases and reporting are assembled into a managed model.

project

Management of lease agreements according to FAS 25 and IFRS 16

Data migration and structuring

The project is useful for tasks where you need to bring data, contracts, specifications and reporting into a manageable form.

Which RESTART solutions are especially relevant?

Particularly relevant for metrology are solutions that work with measurements, time series, data quality, traceability, AI and industrial loop safety.

Decision or directionWhy is it relevant for the industry?
R&D, industrial data and digital metrology
direction
R&D and digital metrology
Measuring chains, telemetry, quality control, pilots, data and the transition to industrial architecture.
Industry AI Pack
solution
Industry AI packages
Metrology, quality, shift logs, industrial data and engineering AI scenarios.
Data, BI, DWH and analytics
direction
Time series and DWH
Storage, marts, quality control, events, analytics and data preparation for AI.
Restart AI Enterprise Platform
solution
AI on top of verified sources
Roles, sources, RAGs, logs, integrations and secure assistants for engineering data.
AI infrastructure and computing power
direction
Signal and Data Computing
Separate compute loop for signal processing, telemetry, documents and AI scripts.
Masking and anonymization of data
solution
Secure data exchange
Masking and anonymization for test/dev, analytics, contractors and AI.
Private Dev AI / Code Copilot
solution
R&D development
Closed AI assistance in developing tools, integrations, tests, APIs and technical documentation.
Design of SZI / HLD and LLD
solution
Secure architecture
HLD/LLD, data flows, requirements, segmentation, access rights and documentation for secure loop.

RESTART products for the industry

For metrology and industrial data, RESTART products link measurement loops, engineering data, documents, R&D, quality, ERP and AI analytics. RESTART AI Enterprise Platform becomes the basis for secure AI scenarios on top of data sources, regulations, roles and logs.

The strongest combination: Industry AI Pack, Knowledge AI, Security & Compliance AI and modules for development, contracts, finance and support.

Below is how the RESTART product line relates to the tasks of this industry. This is not a replacement for a project survey, but a map of the first conversation: which products can give a quick effect, which require integrations, which are better to launch after the platform core.

Product RESTARTHow it works in the industry
Restart AI Enterprise PlatformSingle AI engine for industrial data sources, roles, logs, RAGs and integrations.
AI infrastructure and computing powerManaged production/test/dev environments, GPU/CPU, storage, backup, monitoring and maintenance for running RESTART AI Enterprise Platform, RAG, Service Desk AI and closed AI scenarios.
Industry AI PackDigital metrology, measuring loops, quality, shift magazines and industry agents.
Enterprise RAG / Knowledge AISearch by methods, protocols, instructions, standards, design and operational documentation.
Security & Compliance AIInformation security, requirements, access policies, incidents and control of the use of AI in the engineering environment.
Private Dev AI / Code CopilotSupport for the development of R&D tools, integrations, APIs, tests and technical documentation.
Contract & Procurement AIAnalysis of contracts, specifications, procurement materials, deadlines and obligations.
CFO CopilotAnalysis of costs, budgets, plan-facts and management comments based on project data.
AI Service Desk CopilotSupport for users of measuring and analytical systems, knowledge base and classification of requests.
Tender & Sales CopilotAnalysis of tenders and technical specifications for metrology, R&D, industrial data and integration projects.
HR AI / Skills CopilotEngineering team competencies, training, adaptation and internal knowledge base.

Full product line

Let's discuss your environment

Describe the task, current systems, constraints, and expected results. We will offer a practical first step: diagnostics, pilot, audit, roadmap or project team.

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