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Discover why AI & mobility are the future of asset management.
Asset Insights:

Unlock Frontline Intelligence

Datch helps industrial organizations apply the most proven AI techniques on the market to augment the capabilities of the asset management teams holding up their business.

You're collecting millions of data points.
Help your workers use them.

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Go Beyond Better Search

Customized Ontology:
Align data from disparate systems with the business outcomes you are trying to achieve.
Precise Extraction:
Accurately parse unstructured files like PDFs, PowerPoints, and Word documents to be leveraged by LLM applications.
AI Enrichment:
Fill in the information your business wanted to capture, but for some reason failed to collect.
GraphRAG + Query Engine + Agent Workflows:
Utilizing the graph representation, orchestrate the best way to respond to requests, no matter how complex the task.
Adaptive Feedback:
Employ a robust regression test suite and enable feedback from users to create a more reliable system that improves over time.

Asset Insights: At a Glance

This image is titled "Asset Insights: At a Glance" and presents a flowchart outlining the process of ingesting, understanding, and driving outcomes using data. On the left, under the section "Ingest: All Data Sources," various data inputs are listed: ERP / EAM (SAP) for Work History Equipment Data (specs, manuals, monitoring) Drawings Documents Frontline Mobility These data sources "Map To" an "Enterprise Tailored Asset-centric Ontology" at the center of the chart. On the right, the "Drive" section outlines the outcomes enabled by this understanding. These outcomes focus on "Asset Management Outcomes" and "Maintenance Org Outcomes," which include: Overall Equipment Effectiveness (OEE) Availability Reliability The chart uses lines and boxes to visually map the connection between data sources, the AI-driven understanding process, and the resulting business outcomes. The colors used are white text on a dark background, with blue for input sections and yellow for outcome sections.

How It Works

Ingest

Connect disparate data sources such as CMMS and DMS via simple, read-only integrations

Understand

Map entities to an organization-specific knowledge graph

Surface

Use understanding to surface the relevant data points automatically in context

Answer

Ask questions of your data and get real answers (NLQ)
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Are you making decisions based off facts or feelings?

Are all data sources, including unstructured notes fields, aggregated to form a unified truth?
Are best practices from highest performing teams shared in real time across the org?
Are insights around asset performance generated and democratized automatically?
What's your Frontline IQ Score?

Use Cases

Rapid Troubleshooting

Create a 360 degree view around detected errors - such as related past work records and manuals - to help technicians and engineers solve problems in a fraction of the time.

Less time finding, more time fixing.

Efficient Planning

Asset Insights gives managers and planners access to historical job plans and other data sources in one place to help effectively allocate resources by leveraging crucial data.

Remove Bottlenecks. Plan Quality Jobs. Faster.

Proactive Reliability

Leverage proactive insights needed to continuously improve operations and prevent unplanned downtime. Evaluating the efficacy of various initiatives has never been so easy.

Help your greatest assets do what they do best.

Read our white paper for information on how Datch is helping innovative companies revolutionize asset management with AI

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We’re extremely excited to be working with Datch. We aim to leverage their innovative approach to integrating AI into the frontline worker experience to improve data access and ultimately continue optimizing how we serve our customer base.

Terry Duncan

Strategy, Programs and Change Manager

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See what the Datch Asset Insights tool can do for you with a personalized demo from one of our product experts.
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