METADYNAMIC / INTELLIGENT MAINTENANCE APPLICATIONS

Asset Management Software

Build a reliable record of every operational asset.

Connect asset identity, location and service history. MetaDynamic can configure asset management applications that help teams find the right information before planning work or making replacement decisions.

Configurable AI agents · NLP & voice · Workflow automation · Analytics

MetaDynamic / MaintenanceInteractive workflow preview · Example records

Asset registerOctober 2026

AST-104Location: Line AOwner: EngineeringNext service: 28 OctIn service

AST-105Location: WarehouseOwner: FacilitiesNext service: 02 NovIn service

AST-106Location: Utility roomOwner: EngineeringNext service: 25 OctReview

Explore the workflow. No live business data is connected.

WORK WITH THE RIGHT CONTEXT

An asset record that remains useful through change

An asset is registered with a stable identifier, location, responsible team and supporting documents. Moves and status changes become part of its history. Maintenance requests, inspections and work orders reference the same asset, helping teams understand recurring work before planning the next action. Retirement follows an authorised process with records retained according to policy.

Asset registerReview workspace

Asset

AST-104

Location

Line A

Owner

Engineering

Next service

28 Oct

Evidence before actionSource reference → Business rules → Authorised review → Confirmed handoff

CORE WORKFLOWS

Asset Management features that follow the work

Choose the modules your team needs. The agreed configuration defines included features, data access and connected systems.

Asset register

Organise identifiers, categories, locations and responsible teams.

Document history

Keep manuals, inspection evidence and relevant service records together.

Lifecycle changes

Record moves, status changes and retirement approvals.

Maintenance links

Connect the asset to requests, work orders and parts usage.

WORKFLOW AUTOMATION & RPA

Move routine work forward. Keep exceptions visible.

An approved asset change updates ownership and related maintenance records with a traceable change history.

01RegisterCapture the source and owner.

02AssignCheck business rules and evidence.

03MaintainConfirm the authorised decision.

04ReviewReturn the reference and exceptions.

Use supported connectors and event-driven workflows where suitable. For a legacy screen-based task, RPA can be scoped with controlled credentials, exception handling, monitoring and recovery. Record identifiers and duplicate checks help prevent a retry from creating a second transaction.

AI AGENTS · NLP · VOICE

Ask clearly. Review the evidence. Decide with context.

Configure an app-specific agent to retrieve approved asset documents and summarise maintenance history with source references.

Safety decisions, machine operation and technical release remain with trained personnel.

Agent tools, allowed actions, knowledge sources and access boundaries are agreed during solution design. The example question shows a proposed interaction, not a live AI connection.

Show the service history and open work for this asset

Natural-language access

Ask an agreed business question, retrieve only permitted records and show the source behind the answer. Unsupported questions should return a clear limit rather than an invented response.

Voice where it helps

Optional speech input can capture the question or task. Show the transcript for confirmation, keep typing available and validate the chosen language, device and working environment.

DATA ANALYTICS

Measure the process. Understand the exception.

Connect the selected operational measures to their source records. Agree ownership, filters and refresh intervals so the team knows what the numbers mean.

Asset record completeness

Compare the current period with an agreed baseline. Separate open work from completed records.

Service readiness

Investigate by owner, date, entity or location where those fields are available and permitted.

Recurring issues

Follow the exception to its source and assign an action. Validate the definition before using it as a KPI.

Operational dashboards can be extended with Power BI or your approved analytics platform. Predictive analysis is scoped only where historical data, evaluation and monitoring support it.

MetaDynamic / Maintenance

Asset register

Asset: AST-104
Location: Line A
Owner: Engineering
Next service: 28 Oct

Review the record and its evidence before confirming an action.

MOBILE · TABLET · LAPTOP · DESKTOP

The right task on the screen in front of you.

Use a focused mobile or tablet experience to record an issue or complete an assigned job. Give laptop and desktop users more room for lists, comparisons and detailed reporting.

Responsive layouts, keyboard access and touch controls are part of the design brief. Camera, barcode, voice and offline options are included only where they suit the task and have been tested on the agreed devices.

Voice availability depends on the chosen speech service, language, microphone permission and environment. Sensitive information stays visible only to the authorised user; noisy or shared areas need a practical alternative.

ERP & ENTERPRISE CONNECTIONS

Keep your core systems. Connect the work around them.

MetaDynamic manages integration design, configuration and testing. Your users work through the application; your technical team gets clear ownership, monitoring and support arrangements.

SAP

Finance, purchasing, inventory, production and maintenance records; SAP HR data where relevant.

Review the deployed SAP product, authorised objects and supported connector or interface.

Infor

Operational records for Infor LN, M3 or CloudSuite, according to your deployed product.

Confirm available Infor OS/ION services, permissions and transaction coverage.

Microsoft

Dynamics 365, Microsoft 365, identity and analytics services relevant to the application.

Select licensed connectors and the appropriate Dynamics 365 or Microsoft data source.

Custom ERP

Your existing master data, transaction records and agreed extension points.

Choose a supported interface, controlled file exchange or supervised RPA after system review.

Compatibility is confirmed against your product version, licensed services, permissions, required fields and supported operations. Native connectors, vendor interfaces, file exchange and RPA are different options—not a promise that every platform connects without setup.

DATA PROTECTION & CONTROL

Define who can see, change and approve.

Security requirements belong in the application design and acceptance criteria. Confirm the controls for the selected hosting, identity, data and AI services before release.

Identity & access

Scope SSO and MFA with the approved identity provider. Map access by role, entity and record, and separate preparation from approval where required.

Data & recovery

Agree encryption, data location, retention, backup and recovery requirements. Store credentials in a managed secret store and minimise sensitive data in logs.

AI & audit

Apply source-system permissions to retrieval. Define permitted AI services, data handling and retention; log tool actions and require approval for consequential changes.

Validation & support

Test access boundaries, integrations and recovery scenarios. Agree vulnerability testing, monitoring and support ownership for the deployed configuration.

VALUE & ROI

Build a business case your team can check.

Start with minutes spent locating and checking an asset record. Measure the baseline, validate the target in a pilot, and include implementation and ongoing costs.

Build your business caseEditable planning assumptions · INR

Records per monthChoose one repeatable task.Current minutes per recordMeasured baseline.Target minutes per recordValidate this during a pilot.Loaded hourly cost (INR)Use the same currency throughout.Benefit realisation (%)Capacity value you expect to realise.One-time investment (INR)Include design, build, integration and training.Monthly running cost (INR)Include licences, hosting, AI and support.

Potential time released116.7 hours / month

Estimated annual realised value₹6,30,000

First-year investment₹3,20,000

Estimated first-year ROI96.9%

Estimated simple payback4.7 months

Measure for this app: Minutes spent locating and checking an asset record. The starting values are illustrative assumptions, not MetaDynamic customer results or guaranteed savings. Time released is capacity; it becomes cash savings only when costs are actually reduced.

Calculation and assumptions

Monthly hours = volume × max(current minutes − target minutes, 0) ÷ 60. Annual realised value = monthly hours × loaded hourly cost × realisation percentage × 12. First-year investment = one-time investment + 12 × monthly running cost. ROI = (annual realised value − first-year investment) ÷ first-year investment × 100. Simple payback = one-time investment ÷ (monthly realised value − monthly running cost), where the denominator is positive.

The model assumes 12 months at steady-state use. It excludes ramp-up delays, financing, tax and unquantified benefits. Avoid double-counting the same time savings across applications. Enter your own values; all calculation stays in your browser.

FROM REQUIREMENTS TO ADOPTION

Agree the scope. Prove the workflow. Roll out with control.

Test a parent-child asset relationship, relocation, service-history link and authorised retirement.

01 / DISCOVER

Define the operating model

Review asset hierarchy, identifiers, locations and historical maintenance records. Confirm the users, devices, data owners and measures of success.

02 / CONFIGURE

Build and validate

Configure the agreed workflows, screens, AI options and interfaces. Test normal records, permissions, exceptions and recovery with business users.

03 / ADOPT

Launch and measure

Train users, reconcile migrated data and introduce the application in a controlled rollout. Compare measured outcomes with the agreed baseline.

APPLICATION QUESTIONS

Asset Management FAQs

Which features are included in Asset Management?

The proposal specifies the application modules, user roles, AI-agent actions, analytics, deployment and support included in your configuration. The interface walkthrough uses example records; delivered screens and enabled actions are validated against the agreed scope.

Can this connect with our existing ERP or business platform?

Relevant connection options include SAP, Infor, Microsoft, Custom ERP. We review your product version, licensed interfaces, permissions and required operations before confirming compatibility. MetaDynamic manages the agreed integration and testing.

Does this include AI agents, NLP and voice?

These can be scoped around the application workflow. Natural-language responses need approved sources and permission-aware retrieval; voice requires a supported language, device and speech service. Safety decisions, machine operation and technical release remain with trained personnel.

Do we need to build REST API integrations ourselves?

MetaDynamic can deliver and support the agreed integrations. The implementation may use native connectors, vendor APIs, controlled files or RPA. Authentication, licensing, data mapping and error handling still need to be configured and tested.

Will it work on mobile, tablet, laptop and desktop?

We design the selected tasks responsively and agree a device/browser test matrix before rollout. Native mobile, offline, scanning and voice capabilities are separate scope decisions where needed; they are not implied by a responsive website.

How are security and ROI confirmed?

Security controls are agreed for the deployed architecture and tested before release. ROI is estimated from your process volumes, measured time, costs and benefit-realisation assumptions, then checked after a pilot. The calculator is an estimate, not a guaranteed return.

LET’S MAKE THE NEXT STEP SPECIFIC

Bring your workflow. Define your application.

Share your current process, core systems and priorities. We will map the right application scope, integration options, security requirements and measurable business case.

Related applications: Maintenance Requests · Work Orders · Maintenance Scheduling