Context for Industrials

AI infrastructure for
industrials

Turn shop floor data into operational intelligence. Agents that connect production, quality, and maintenance into a single decision layer.

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Production & OEE optimizationQuality & predictive maintenanceTribal knowledge capture

See it in action

Watch an agent execute a industrials workflow end to end. From data retrieval through analysis to finished deliverable.

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Other workflows

Quality & CAPA

Predictive Maintenance

Supplier Management

OEE & Process Improvement

Context

Quality — Line 7

Quality Investigation v2Knowledge

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AgentAuto

Context

Quality Investigation v2

SaveRun

Workflows/Customer Success/Customer Save Package v3

Customer Save Package

v3 · edited 2w agoScope: Customer Success847 runs

Investigate customer churn risk, identify root cause across all systems, and prepare retention deliverables for CS team review.

Steps

Query Salesforce for all support tickets, NPS scores, and contract details for the target account.

salesforcecrm

Search Slack for internal threads mentioning the account.

Include engineering and support channels. Flag any threads mentioning "churn," "escalation," or "competitor."

slack

Pull product analytics: DAU, feature usage, login frequency.

Identify inflection points — any >20% change within a 2-week window.

analytics

Check billing system for disputes, late payments, or credit history.

billing

Search internal knowledge for prior incidents, escalations, or relevant context about this account.

knowledge

ifIf usage dropped significantly, run churn risk model and generate usage trend visualization.

Threshold: >30% DAU decline in any 4-week window.

compute

Compile findings into a save package: timeline, root cause, revenue impact, remediation plan.

output

Draft customer-facing email with acknowledgment, remediation steps, and proposed next meeting.

output

8 steps·6 integrations·~20s avg runtime·98.2% pass rate

Integrations

Works with the systems
industrials teams rely on

Context connects to your existing infrastructure: communication, storage, analytics, and operational systems. Agents execute within the tools your team already uses.

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Slack

Microsoft Teams

Outlook

Gmail

Zoom

Webex

Discord

Mattermost

Google Drive

SharePoint

OneDrive

Dropbox

Box

Amazon S3

Azure Blob

Nextcloud

Salesforce

Jira

Asana

Monday

ClickUp

Airtable

Trello

Linear

Tableau

Power BI

Google Sheets

Excel

Looker

Metabase

Grafana

Splunk

Quality Assurance

Measure what matters to industrials

Track the performance indicators that drive your business, not generic AI benchmarks. Context evaluates accuracy on your specific tasks, workflow completion rates, and output quality against your team's standards. Every evaluation is traceable.

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