AiM Field Intelligence powered by TechBlocks
Turn field images into trusted asset data with photo-first capture, vision AI, & governed validation.
Proven impact
Drop in manual data entry time, reducing administrative burden & improving workforce productivity for a leading North American propane distributor
Are incomplete asset records creating inventory blind spots across your field operations?
Are technicians still manually entering data from labels, plates, & physical assets?
Are remote operations creating gaps between what’s in the field & what’s in your systems?
Built for asset management, field operations, & compliance leaders, AiM Field Intelligence modernizes how asset information is captured, validated, & moved into enterprise systems.
What AiM enables:
- Faster field data capture with less manual entry
- More complete & accurate asset records
- Online & offline workflows for remote operations
- Confidence-based AI validation & exception handling
- Better visibility into duplicates, failures, & review status
- Governed data flow into enterprise systems of record
Capture it in the field. Turn it into trusted data.
TechBlocks combines mobile capture, OCR, Vision AI, template recognition, confidence scoring, and human review to convert physical asset information into structured enterprise data.
Core Capabilities of AiM Field Intelligence
- Photo-first mobile capture: Capture plates, labels, and identifiers through online or offline field workflows
- OCR + vision AI: Extract key asset information from images and semi-structured labels
- Template recognition: Match manufacturers, asset types, and label formats to improve extraction accuracy
- Confidence-based validation: Progress reliable results automatically and route uncertain records for review
- Human-in-the-loop review: Approve, correct, reject, or reprocess exception records before submission
- Operational monitoring: Track submissions, duplicates, failures, review queues, and synchronization status
Make asset data easier to capture, validate, & use
AiM improves field data quality without adding more administrative work for the people collecting it.
Field Operations
Reduce manual entry & simplify data collection in real-world field conditions.
Asset & Compliance Leaders
Improve completeness, traceability, & confidence across distributed asset fleets.
Data & IT Teams
Deliver validated, structured asset data into the systems that depend on it.
Client Success
Reduction in processing time from 45 minutes to under 5 minutes
Reduction in manual data entry time
Increase in processing throughput without increasing headcount
Transforming Field Asset Data into Operational Intelligence
Challenges
One of North America’s largest propane distributors needed more reliable visibility across 800,000+ tank assets spanning the U.S. and Canada. An estimated 30–50% of assets lacked complete or validated records, while manual field capture, inconsistent validation, and low-connectivity environments created operational delays, data quality issues, and compliance risk.
Solutions
TechBlocks developed AiM Field Intelligence, an AI-powered asset intelligence platform built with AiDE to transform physical field data into trusted operational records:
- Digitized field capture with mobile, photo-first workflows designed for offline and low-connectivity environments
- Applied OCR, Vision AI, and template recognition to extract serial numbers, manufacturer details, specifications, and asset attributes from field images
- Trained AI models across 10,000+ tank plate layouts and variations to support diverse real-world conditions
- Automated quality control with confidence scoring, human-in-the-loop review, correction, reprocessing, and duplicate management
- Integrated validated asset data into downstream operational, reporting, inventory, and compliance workflows
- Established a scalable asset intelligence foundation supporting 800,000+ assets with a path to more than one million
Integration ecosystem
AiM works with the systems already supporting your field operations, extending existing workflows rather than requiring platform replacement.
- ERP / Systems of Record: CarGas & enterprise ERP platforms
- Field Service Systems: FSM & asset management platforms
- Identity / Administration: Enterprise authentication & user management
- AI / Data Layer: OCR, vision AI, recognition models, & review workflows
Why clients choose AiM Field Intelligence
AiM turns field-captured asset information into accurate, system-ready data at scale, reducing manual effort, improving record completeness, & giving operations teams greater confidence in the data behind asset visibility, compliance, & decision-making.
“I’ve worked with TechBlocks across three different industries, and I keep coming back for the seamless experience and the value they bring. Because they know our industry inside and out, they anticipate needs and step in before small problems become big ones. TechBlocks are more than engineers; they are strategic partners.”
Ash Rajendra, CIO – Superior Plus
Leading North American Propane, CNG, and Renewable Energy Distributor.
Ready to transform field asset intelligence?
Book your free AiM discovery session and live demo today and let’s explore what’s possible.
