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5 Ways to Prepare your Facility for AI Implementation

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Learn five key areas to target when laying the groundwork for a potential AI implementation at your facility.

Brand Insights from Easy Automation, Inc.

 

We are in a transformative era, marked by the increasing implementation of AI in both our personal and professional lives. We’ve already seen tools like ChatGPT make their way into our conversations, and we don’t see these new tools going away. While there are still many unknowns surrounding AI and its potential benefits in agricultural facilities, we believe there is a significant opportunity for these new technologies to enhance the efficiency, safety, and profitability of our facilities.

While there are many different levels of comfort and acceptance in implementing AI tools at our facilities, we’ve identified five key areas to target when laying the groundwork for a potential AI implementation at your facility.

  1. Clean and Refine Existing Data
  2. Identify Missing Data and Capture It
  3. Modernize Technology Stack and Storage
  4. Clarify and Enhance Data Security
  5. Align with Forward-Moving Partners

Clean and Refine Existing Data

Where is your data being recorded and stored? How many different software programs or spreadsheets do you have that store your data? Are those individual systems talking to each other, or is there duplicate data? AI technology can only run as efficiently as the data that is provided. In the agricultural facilities we work with, we often see multiple different software programs, including accounting, formulation, order management, trucking, automation, and many others. While many of these programs are necessary for each facility to achieve its business objectives, the systems must work together to provide clean, accurate, and real-time data to be compatible with any future AI integration.  

Identify Missing Data and Capture It

Is there an area in your operation where you don’t have any real information or data? Consider your equipment, hazard monitoring sensors, bin levels, truck routing, fleet management, and truck flow within your facility. What comes to mind for your facility? While some new-built facilities capture all this information from the beginning, as our facilities evolve, there are often areas that are missed. Without this data, we are seeing an inaccurate picture of your whole facility from a data standpoint. The power of AI lies in its ability to see the complete picture of data and draw insights and predictions from historical data. Invest in identifying your missing data and take steps to capture it in preparation for future AI implementation.

Modernize Technology Stack and Storage

At a minimum, your facility needs to be connected to the internet, and data must be stored on an accessible platform. Unfortunately, Excel documents on a desktop won’t suffice. Our recommended criteria for modernizing your technology stack include storing in an easily accessible database that offers API connectivity and cloud-based storage. They can log real-time, all-inclusive facility data quickly and accurately. We aim to avoid data silos with multiple disparate data storage areas and prevent systems that are difficult to access or integrate with. API connectivity will be essential, and we want to avoid any systems that require cumbersome custom development to connect to.

Clarify and Enhance Data Security

Security must be at the forefront of the AI implementation conversation. Your data is one of your most valuable assets.  We want to ensure that where you place your data or who you allow to analyze it is a reputable source that has been rigorously vetted. Before placing your data in any AI program, it is essential to understand all of the data privacy and security terms and conditions.

Align with Forward-Moving Partners

Do you want to be an expert in AI implementation at your facility? Maybe. However, we recommend aligning yourself with a partner in the industry who is moving forward in that direction and allowing them to become experts, meeting your needs in this area. It is essential to ask questions that provide insight into where that partner is today, as well as where they are headed in the future. Add it to your company’s roadmap and ensure it is also included on your partners’ roadmaps. 

At Easy Automation, we have AI implementation on our roadmap and are actively taking steps forward to provide a solution that makes the most sense for our customers. Are you interested in seeing how we might align or learning more about this? Contact our team at 507-728-8214 or by visiting our website at www.easy-automation.com.


Written by Brian Sokoloski – CTO at Easy Automation, Inc.



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VCs Bet on AI to Revive Slumping Consumer Tech Investments

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In recent years, venture capitalists have navigated a challenging environment for consumer technology investments, marked by diminished returns and a slowdown in blockbuster exits. Funding rounds for apps, gadgets, and digital services that once captivated markets have dwindled, as economic pressures and shifting consumer behaviors favor more conservative bets. This downturn has left many investors searching for the next catalyst to reignite growth.

Yet, a cadre of forward-thinking VCs is pinning their hopes on artificial intelligence as the force that could reverse this trend. By integrating AI into everyday consumer products, they argue, startups can create novel experiences that stand out in a saturated market, potentially leading to the kind of viral adoption seen in the early days of social media.

Emerging Optimism Among Investors
This optimism is echoed in recent analyses, including a report from Business Insider, which highlights how a vocal group of VCs believes AI will transform consumer tech from its current slump. These investors point to AI’s ability to personalize user interactions, automate mundane tasks, and generate content on demand, thereby addressing the fatigue consumers feel toward repetitive apps and hardware.

For instance, AI-driven companions could evolve beyond simple chatbots into sophisticated tools that anticipate needs, such as curating personalized shopping lists or managing daily schedules with uncanny accuracy. This shift, VCs contend, moves consumer tech from passive consumption to active enhancement of daily life, potentially unlocking billions in untapped revenue.

AI’s Role in Revitalizing Sectors
Drawing from insights in a related piece by Business Insider on dating and social apps, investors are betting on AI to tackle societal issues like loneliness by fostering genuine connections through intelligent matching algorithms. Unlike traditional platforms, these AI-infused services could analyze behavioral data to suggest real-world meetups, blending digital and physical worlds in innovative ways.

Moreover, the pressure on AI to deliver economic value is immense, as noted in an Axios article emphasizing the high stakes of massive investments by companies and governments. If AI succeeds in consumer applications, it could stabilize venture capital flows, preventing a broader tech recession.

Challenges and Realistic Expectations
However, not all views are unbridled enthusiasm; some experts warn of hype cycles that could lead to disillusionment. A Business Insider analysis describes AI entering a “meh” era, where initial excitement gives way to practical evaluations, which might ultimately strengthen the technology’s foundation.

VCs like those at Menlo Ventures, as profiled in another Business Insider report, advocate for specialized AI apps that promote human connections, such as multiplayer experiences that bring people together offline. This approach contrasts with past consumer tech failures by focusing on meaningful utility rather than fleeting novelty.

Future Projections and Strategic Bets
Looking ahead, predictions from top VCs in a Business Insider forecast for AI trends suggest that 2025 could see a surge in agentic AI—systems that act autonomously on behalf of users—revitalizing sectors like e-commerce and entertainment. Investors are also eyeing regulatory changes that could ease liquidity, as discussed in a Business Insider overview of 2025 tech trends.

Ultimately, while risks remain, including potential bubbles as flagged in a Business Insider guide on spotting AI overvaluations, the consensus among insiders is that AI represents a pivotal opportunity. By solving real consumer pain points, it could not only end the slump but redefine the industry’s trajectory for years to come, provided startups execute with precision and avoid the pitfalls of overhype.



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Tranztec Intros Product to Connect Trucking Carriers’ Data, Tech

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Tranztec Solutions introduced a cloud-based, artificial intelligence-driven software-as-a-service solution that makes it easier to connect trucking carriers’ data and disparate technology systems.

The FuzionPro product benefits carriers and their technology vendors by enabling these connections without the need for custom coding or contracted services to build and maintain them, the company said in a Monday (Sept. 15) press release.

With the connections enabled by this SaaS product, carriers and their technology partners can unlock data, automate workflows and generate insights for improved operations and profitability, according to the release.

This capability provides carriers a way to improve their operations and profitability and offers vendors an opportunity to boost revenue and increase customer satisfaction, per the release.

Tranztec CEO Dennis Abrahams said in the release that “once systems are connected through FuzionPro, our partners have found that it provides much more than an integration and have access to a true data hub with a comprehensive set of tools to unlock value and drive better, more profitable economics for the entire operation.”

PYMNTS reported in December 2023 that AI is optimizing trucking operations by automating repetitive tasks, using data to facilitate better decision-making, streamlining workflows and reducing costs.

“A lot of the tasks done within the industry on a daily basis can be automated, first of all,” Jaime Tabachnik, co-founder and CEO at trucking FinTech Solvento, told PYMNTS at the time. “And second, you can leverage data to make better decisions to optimize your products. Optimizing efficiency and reducing waste in the system will eventually result in greater profits for everyone.”

In August, Oway raised $4 million in a seed round to support its “rideshare freight platform” that provides an AI-enabled marketplace designed to cut less-than-truckload freight costs. The company said its marketplace uses AI to track vehicles and match them with shippers, taking advantage of the fact that 50% of all truck space in the U.S. goes empty.

In March 2024, Iron Sheepdog raised $10 million to expand its broker- and contractor-focused trucking solution. The company said at the time that its technology platform uses GPS tracking, real-time analytics tools, digital ticketing, and automated invoicing and reporting to offer transparency and reliability to “a traditionally disparate industry.”

For all PYMNTS B2B coverage, subscribe to the daily B2B Newsletter.



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Sabre restructures and announces new partnership with Travelin.Ai

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US: Travel technology company Sabre has confirmed a partnership with blended travel platform Travelin.Ai while also restructuring its sustainability team, which saw the departure of senior executives.

Sabre signed a deal with Travelin.Ai that will give the corporate booking platform access to its SabreMosaic Travel Marketplace. The agreement included content from traditional airlines, NDC offers, low-cost carriers, and lodging suppliers.

The partnership also brought Travelin.Ai customers access to Sabre’s Lodging AI technology. The tool was designed to provide personalised hotel suggestions based on trip context and traveller preferences, including recommendations when flights were booked without a hotel or when properties were sold out.

Sabre said early testing showed that travellers engaging with AI-powered hotel options were up to 14 per cent more likely to complete a booking.

Travelin.Ai, which enables travellers to combine business and leisure bookings in a single workflow, will also offer split payment technology to separate business and personal expenses. The new functionality is set to roll out via travel management companies across the UK, Nordics, US, Australia, and Germany.

The move follows its recent launch of Mosaic Marketplace, an AI-powered platform that utilises AI-powered tech to present content to customers based on user preferences.

Separately, Sabre confirmed that three executives had departed its sustainability team as part of an internal restructuring. The exits raised questions about how the company intends to maintain momentum in its environmental programmes at a time when demand for sustainable travel options is growing.

Highlights

  • Sabre partnered with corporate booking tool Travelin.Ai to expand access to its travel marketplace

  • The agreement included Sabre’s Lodging AI, offering personalised hotel recommendations

  • Travelin.Ai supports blended business and leisure bookings with split payment options

  • Sabre restructured its sustainability team, leading to the departure of three executives



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