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Automation engineer
AI tools to consider for an automation engineer include Augury Machine Health, Palantir Foundry, o9 Solutions and Cognite Data Fusion. They support tasks common in this work: analyze data, find team knowledge and automate workflows.
Also known as: PLC controls engineer
Analyze data
Explore operational data, build reports, and communicate trends.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| Augury Machine HealthAugury | Analyze industrial sensor signals to identify machine issues and help maintenance teams prioritize inspection and repairs. | Contact sales | Tool | Source reviewed |
| Cognite Data FusionCognite | Industrial AI built on unified plant and equipment data for productivity, safety and performance. | Contact sales | Tool | Site checked |
| DatabricksDatabricks | Data lakehouse platform for analytics, machine learning and enterprise AI applications. | Usage based | Tool | Site checked |
| Palantir FoundryPalantir | Data integration and AI decision platform for large operations. | Pricing not verified | Tool | Site checked |
| o9 Solutionso9 Solutions | Connect demand, supply, inventory, and business planning with shared data, optimization, and scenario analysis. | Contact sales | Tool | Source reviewed |
| PLCGatewayPLCGateway | PLC gateway and SCADA software with AI: connect PLCs and CNCs, share data over OPC UA, MQTT and REST, monitor OEE. | Paid | Tool + MCP | Site checked |
| JMPJMP Statistical Discovery | Visual statistical discovery software for design of experiments and quality analysis. | Pricing not verified | Tool | Site checked |
| Microsoft Power BI with CopilotMicrosoft | Business intelligence reports and dashboards with Copilot assistance for exploring data, writing summaries, and generating reports. | Usage based | Tool | Source reviewed |
Find team knowledge
Find and summarize information in connected team documents.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| DifyDify | Build and deploy AI applications with visual workflows, knowledge retrieval, and multiple model providers. | Free + paid | Tool | Source reviewed |
| GleanGlean | Enterprise search, AI assistance, and agents grounded in connected company knowledge and access permissions. | Contact sales | Tool + MCP | Source reviewed |
| EnhanciarNot verified | Ask your company's Slack, Gmail, Drive, Notion, Jira and code from any MCP client, with sources. | Pricing not verified | Tool + MCP | Site checked |
| MaindexNot verified | Team-shared memory MCP: 15 tools, search, links, collections, bulk ops, Teams workspaces. | Pricing not verified | Tool + MCP | Site checked |
| DataToRAGNot verified | Hosted MCP for Google Workspace, Atlassian and Notion: one OAuth, per-user accounts, write access. | Pricing not verified | Tool + MCP | Site checked |
| MempipeNot verified | Search, read and cite documents. Add, replace and delete files with write access. OAuth required. | Pricing not verified | Tool + MCP | Site checked |
| myelineNot verified | Plug-and-play memory for any AI: approved facts, human review, audit trail. | Pricing not verified | Tool + MCP | Site checked |
| Pocket ArchiveNot verified | Search, read, upload and organize your private documents: receipts, contracts, tax records. | Pricing not verified | Tool + MCP | Site checked |
Automate workflows
Connect apps and reduce repetitive administrative work.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| FourKitesFourKites | Use shipment visibility and AI agents to coordinate carrier follow-up, supplier documents, customer updates, and facility appointments. | Contact sales | Tool | Source reviewed |
| n8nn8n | Build visual automations and AI agents with API connections and code steps. | Free + paid | Tool | Source reviewed |
| ZapierZapier | Builds automations connecting business apps, data, forms, and AI steps, with separate agent and chatbot products. | Free + paid | Tool + MCP | Source reviewed |
| Salesforce AgentforceSalesforce | AI agents for customer service, sales, employee support, and business workflows grounded in Salesforce context. | Usage based | Tool | Source reviewed |
| UiPathUiPath | Platform combining robotic process automation, AI agents, document processing, and orchestration to automate business operations. | Paid | Tool | Source reviewed |
| AnaellaNot verified | One connection for your agent to email, calendars, Drive, Slack, ads, payments, social and alerts. | Pricing not verified | Tool + MCP | Site checked |
| DayScheduleNot verified | Appointment scheduling: check availability, book, reschedule and cancel meetings, manage events. | Pricing not verified | Tool + MCP | Site checked |
| DocPinNot verified | Publish HTML pages, reports and dashboards from your AI to your own link, with access control. | Pricing not verified | Tool + MCP | Site checked |
Fields this role works in
Common questions
What AI tools can an automation engineer use?
Augury Machine Health, Palantir Foundry, o9 Solutions, Cognite Data Fusion and Databricks are good places to start. Tasks they support in this work include: analyze data, find team knowledge and automate workflows.
How should AI output be checked in this role?
Treat it as a draft. Confirm facts, figures, and citations against the original source, and keep accountable decisions with a qualified person. Check the vendor’s data terms before sharing anything confidential.
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →