AI that earns its place in the field

Practical tools for utilities, environmental firms, and public works teams that make field data faster to capture and easier to use.

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Fulcrum AI, from live to next

From voice-driven data capture to building end-to-end field workflows with the Fulcrum MCP connector and AI Toolkit in Fulcrum Labs, each stage of Fulcrum’s field AI builds on the realities of work in the field.

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Available now: Audio FastFill

Optimize data capture by field technicians with Fulcrum's intelligent, multi-field voice dictation feature. Fully integrated into the Fulcrum platform, Audio FastFill requires no extra setup, training, or downloads for seamless efficiency wherever you work.

Available now: MCP connector and AI toolkit

Connect your AI tool of choice through the Fulcrum MCP connector, then describe the workflow you need. The AI Toolkit builds it on Fulcrum's existing offline sync, GIS, permissions, and audit trail.

Public beta: Insights

Ask natural-language questions and get a clear list, chart, or summary from your real-time field data.

Collect All Your Hard To Type Data In A Snap

In progress: Photo FastFill

Use artificial intelligence and machine learning (ML) models for photo analysis to pull details from images and map them into the right fields with greater data accuracy.

Next: AI-guided hands-free fieldwork

Fulcrum is building toward a context-aware, hands-free experience that can guide work, flag what's missing, prompt next steps, improve user interaction, and bring visual context into the field.

How Fulcrum AI works across field and office

See how Fulcrum applies generative AI to data capture in the field, AI data analysis in the office, building end-to-end workflows with the MCP connector and AI Toolkit, and the broader vision for guided work across the platform.

InsightsAudio FastFillFulcrum’s vision

Ask your field data anything with Fulcrum Insights

Fulcrum Insights uses generative AI to turn natural language questions into instant answers from real-time data. Ask for a map, a trend chart, a status update, or the visibility behind resource allocation and route planning. Get the ground truth the moment you need it.

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AI dictation with Fulcrum Audio FastFill

Boost the field data collection process with Fulcrum’s intelligent, multi-field voice dictation feature that captures structured AI data in real time. Fully integrated into the Fulcrum platform, Audio FastFill requires no extra setup, training, or downloads for seamless efficiency wherever you work.

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Fulcrum’s vision for AI-guided fieldwork

See what we’re building: generative AI that works like a second set of eyes, guiding inspections, capturing context, and helping teams stay focused on the task.

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Agentic AI for field operations

Fulcrum’s vision for agentic AI starts with useful support during active work. More context, better guidance, and fewer interruptions mean crews complete field tasks with greater data accuracy, a better customer experience, and less backtracking.

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Explore AI at Fulcrum

Browse articles, demos, videos, and perspectives on generative AI, AI data, fieldwork, field data, and the work surrounding it.

AI field data articles

Field workflows in reach with Fulcrum MCP connector & AI Toolkit feature

Blog

4 mins read

With Fulcrum MCP connector and AI Toolkit, workflows once too hard to build are now within reach

Every field organization has a list of workflows it decided not to build. Yours might have included confined space entry permitting, or a soil boring log that has to draw the layers, or a weld map that tracks non-destructive testing and coating status joint by joint down a pipeline run. Each one got looked at, considered, and set aside for a reason that made sense at the time.

Data Collection Duel Typing Vs. Talking with Fulcrum Audio FastFill

Infographic

< 3 min read

Voice data collection vs. typing for field teams

Field teams face constant challenges in keeping up with data demands. Typing on mobile devices in the field feels like fighting with one hand tied behind your back — slow, prone to errors, and frustrating when speed is critical. That’s where voice data collection takes the spotlight.

See How To Build Field Workflows You'd Given Up On Feature Ondemand

Webinar

75 min

Use AI to build field workflows you'd given up on

Ask anyone who runs field work what they stopped requesting. They already knew what the job needed, and none of it was impossible. But building the workflow seemed too complicated. And something else always seemed more important.

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See how AI can transform your field operations

FAQs

What is AI field data collection?

AI field data collection uses artificial intelligence to speed up and improve how field teams capture structured data — converting voice notes into completed forms, extracting details from photos, and answering questions about field data in plain language. Instead of typing on a phone in the rain, technicians talk, shoot, and ask; the AI handles the structure.

How do field teams use AI data collection?

Field teams use AI data collection to capture observations where typing slows the work, from bucket trucks to noisy job sites. An inspector describes a pole’s class and accessibility in one pass, with gloves on and eyes on the asset. Each entry lands in a structured field on the form the team already uses, so nobody retypes notes back at the office.

What AI capabilities does Fulcrum offer today?

Fulcrum’s current AI capabilities include Audio FastFill for voice-driven data capture, Insights for natural-language answers and visualizations, and the Model Context Protocol (MCP) connector and AI Toolkit for building workflows. Fulcrum is also expanding its AI roadmap with additional capabilities for photo analysis and more guided fieldwork.

Do Fulcrum’s AI capabilities work offline?

Fulcrum offers both offline and connectivity-dependent AI capabilities. Some user-installed custom AI models may run locally on the device, and workflows built with the AI Toolkit inherit Fulcrum’s offline sync. Audio FastFill and Insights require an internet connection because they rely on large language models to interpret spoken input or natural-language questions and generate structured responses.

Does using Fulcrum’s AI capabilities require specialized training or setup?

Fulcrum’s AI capabilities do not require specialized AI expertise or a complicated setup process. Teams can start using them within existing workflows. With the MCP connector and AI Toolkit, building a new workflow starts with a plain-language description of what the team needs.

Which industries can benefit from Fulcrum’s AI capabilities?

Fulcrum’s AI capabilities support teams across utilities, engineering, environmental work, infrastructure operations, and more. Common use cases include inspections, site assessments, vegetation management, safety workflows, and field documentation. The MCP connector and AI Toolkit also put specialized and complex field workflows within reach.

How does Fulcrum improve productivity with AI?

Fulcrum uses AI to reduce manual entry, speed up data capture, and help teams complete work with fewer interruptions. Capabilities like Audio FastFill and Insights help teams capture information faster and get answers more quickly from their data. The MCP connector and AI Toolkit also shorten the time it takes to build and launch a new workflow.

Can Fulcrum’s AI capabilities support both field and office teams?

Fulcrum’s AI capabilities support different parts of the workflow. Audio FastFill is designed for work happening in the field, while Insights helps office teams get answers and visibility from operational data more quickly. The MCP connector and AI Toolkit serve the people who build and manage those workflows, from field experts to platform administrators.

How does Audio FastFill change the field data collection process?

Audio FastFill lets teams speak naturally while Fulcrum maps what they say to the right fields in real time. That can reduce typing, limit screen time, and make it easier to capture structured observations while work is happening.

How does Insights help teams use field data?

Insights lets teams ask natural-language questions and get clear answers from their field data in the form of lists, charts, maps, and summaries. That helps office teams access operational context more quickly without digging through records or building reports manually.

How do the Fulcrum MCP connector and AI Toolkit work?

The Fulcrum Model Context Protocol (MCP) connector links the AI tool of your choice directly to Fulcrum. From there, teams describe the workflow they need, and the AI Toolkit in Fulcrum Labs builds it. Each new workflow inherits Fulcrum’s offline sync, geographic information system (GIS) capabilities, permissions, and audit trail. Workflows once too complex or too slow to justify, like confined space entry permitting, now come together quicklyHow do the Fulcrum MCP connector and AI Toolkit work?

How is Fulcrum’s AI roadmap expanding over time?

Fulcrum’s AI roadmap starts with capabilities available today, including Audio FastFill, Insights, the MCP connector, and the AI Toolkit. From there, it continues into photo-based data extraction, improved context-aware support, and more guided fieldwork over time.

Which plans include Fulcrum’s AI capabilities?

Fulcrum’s AI capabilities, including Audio FastFill, Insights, the MCP connector, the AI Toolkit, and certain custom AI modules, are available with the Elite and Enterprise plans.

What is agentic AI for field operations?

Agentic AI for field operations describes AI that supports work as it happens, guiding the next step and flagging anything missing. Fulcrum is building toward context-aware support that brings visual context into the field and keeps technicians focused on the task. The goal is fewer interruptions and less backtracking, so teams complete fieldwork with greater data accuracy.