By Emma Peterson. 

Learn how Flash Weather AI forecasting tools take the guesswork out of agronomy management.  

For professionals in charge of caring for large amounts of turf or grass, like at a golf course or football stadium, it can be hard to manage everything with all the unpredictable variables, such as temperature, precipitation and lightning. But there are tools out there that can help! To learn about forecasting programs that can help in agronomy and grounds management, Karol Weyman spoke to Garrett Bastardi on a recent episode of From the Ground Up.  

About five years ago, Garrett helped found a company called Turf Threat Tracker (T3). He explained, “T3 was specifically designed to help golf course superintendents and turf grass managers work with high-resolution weather data to help them with their agronomic and operational efficiency. And it helped with over 200 golf courses across the country.”  

Then, in 2024, T3 was acquired by Flash Weather AI and Garrett moved into his current position as Flash Weather AI’s chief of innovation and development. This move was highly strategic, as Garrett explained, “T3 was really focused on maintenance and Flash Weather AI had tools more focused on management. So it really made sense to bring our software and systems together to offers a comprehensive management solution.” 

What does that comprehensive solution look like today? Garrett described it:  

We use deep learning and AI to help superintendents keep turf healthy, manage their facilities and workers and stay in budget. The big tagline is that we're site-specific and turf-centric. We're not your standard zip code forecast which you get from the National Weather Service or NOAA, we’re tailored to specific properties and give superintendents information specifically related to agronomics – like evapotranspiration (the loss of water/moisture in the ground through evaporation) data and frost forecasts (a propriety software that calculates when frost burns will occur) – stuff you won’t get from those general zip code forecasts. 

And while this might seem like a lot just for managing grass or turf, it has very real benefits for superintendents. Garrett explained, “We've seen a lot of good results and feedback from our superintendents... It has helped them optimize field conditions and maintenance, as well as better coordinate worker schedules, which all helps make things more efficient and economical.” 

Want to hear more about how Flash Weather AI supports turf-focused intelligence to agronomy and grounds management? Listen to the whole episode or Watch the recording!  

By Emma Peterson. 

For everyone from the Kansas City Chiefs to PGA golf tournaments, Flash Weather AI is providing weather reporting on the next level. 

Recently, Jameson Allen, a business development representative at Flash Weather AI, stopped by The Coffee Shops™ to talk about how their weather forecasting technology is revolutionizing the way people work outside.  

The story of Flash Weather AI goes back to 2015, when a guy named Jason Deese was at his daughter’s softball game and uncertainty around the weather forecast led to concern for player safety. Fast-forward to 2020 and Jason founded Flash Weather AI based on a lightning-predicting algorithm. Jameson explained:  

Our CEO, Jason, is the inventor of lightning prediction in this form. What is that form? Typically, you have to have some kind of ground sensor on site that you buy and pay for and upkeep for lightning detection. We've eliminated that part of the equation. We use an enormous amount of data, including historic trends and current observations, to rebuild our model every two minutes. So you can see what the lightning prediction looks like over the next hour, anywhere in the Lower 48. 

The result is a highly accurate weather tool that doesn’t predict what might happen but turns weather prediction that into a tool you can actually use. Jameson elaborated, “We use AI to make our predictions fast, accurate and helpful to somebody on the ground making a decision. Because that’s really what our goal is: To provide truly hyperlocal weather data that helps people make decisions about their outdoor operations, whether it be a golf course, a football stadium or a construction site.” 

And the best part? It’s working. All across different markets that are sensitive to weather, people are using Flash Weather AI to make their operations safer and more efficient.  

By Jenny Yu. 

Flash Weather AI combines public and patented data sources to deliver address-specific forecasting and safety alerts. 

As severe weather events continue to impact outdoor operations across the country, contractors and facility managers are increasingly turning to forecasting technology to improve safety and efficiency. In this episode of From the Ground Up™, Jameson Allen of Flash Weather AI shared how the company is using advanced weather intelligence to help organizations make faster, more informed decisions. 

Jameson explained that Flash Weather AI combines public weather inputs from sources such as the National Weather Service and NOAA with proprietary and private data feeds to deliver highly localized forecasts. “If there's a radar out there, it's feeding our system,” Jameson said. “With all this data, we're actually able to tell you specifically how each of your jobsites has a different forecast, a different timeline and different factors for safety and efficiency.” 

The platform is designed to simplify weather monitoring for users who may not have technical forecasting expertise. Jameson described the company’s browser-based Weather Command Center as a centralized dashboard that allows users to monitor multiple sites simultaneously. “We're not just going to provide the best data,” he said. “We're actually going to make it useful and understandable so that you're just making decisions instead of searching for and interpreting weather data.” 

In addition to desktop monitoring, Flash Weather AI offers a mobile app that delivers automated lightning alerts to users in the field. Contractors receive notifications warning them when dangerous weather is approaching and when conditions are safe to resume work, not reliant on a 30-minute rule. The company also offers portable and permanent siren and strobe systems tied directly into those alerts for large construction sites, sports venues, and golf courses. 

Furthermore, Flash Weather AI has developed an array of specialized forecasting tools such as an exclusive 1-hour hail swath prediction, a concrete pourability index, and a golf playability index. The company is also launching a tornado prediction model later this summer. 

“One of our favorite things to do is when someone calls up and they're like, ‘Wait a minute, so if you can do all of that, could you do this?’” Jameson said. “If the data exists, we probably have it, and we can probably build the algorithm. So, bring the ideas!” 

Read the first article in this series, Listen to the podcast or Watch the webinar to learn more about how Flash Weather AI is helping contractors and outdoor industries improve safety, planning and operational efficiency. 

Managing turf takes precision, timing and the right data. Flash Weather AI’s T3 Turf Agronomy solution gives golf superintendents, agronomists and turfgrass managers the weather intelligence they need to make confident decisions around irrigation, disease risk, frost, dew, soil conditions, lightning and daily operations.

T3 provides accurate, high-resolution weather forecasts to help manage tight budgets and meet the high expectations of owners and members.

With Our State-of-the-Art Forecasting, You Get:

• 13 Long Range Turf-Centric Forecasts out to 15 days
• 15 Site-Specific, Turf-Centric Forecasts out to 48 hours
• Growing Degree Day Tracker and 15-Day Forecast Tool
• Disease Forecasting Section
• Long Range Soil Temperature Forecasts
• Frost Formation and Burn Off Forecasts
• Dew Formation and Burn Off Forecasts
• Hi-Res Evapotranspiration Forecasts
• Hi-Res Cloud Cover Forecasts
• Hi-Res Soil Temperature and Moisture Forecasts
• Unique Precipitation Range Forecasts

Get you free weather command center today. 

By Flash Weather AI. 

Flash Weather AI is the first company in the world to predict lightning and hail with AI, changing weather prediction forever 

For teams operating in weather-sensitive environments, safety decisions demand more than reactive tools. Systems that rely solely on real-time detection or fixed, on-site instrumentation can provide valuable data, but they fall short when advanced notice is needed. Flash Weather AI fixes the gap by combining predictive modeling with live event confirmation. Updated every two minutes and giving hyper-local resolution down to 1 km; the platform enables crews to act with greater precision, reducing uncertainty and improving response times across rapidly changing weather. 

Why detection alone creates operational gaps 

Real-time lightning networks show events the moment they occur. Operational leaders, however, need two things: lead time to act and clarity to resume.

Flash Weather AI is engineered for that exact workflow. It sees lightning before it strikes, confirms strikes in real time and automates the All-Clear to align with your policy. The result is a consistent, auditable progression from Predict → Detect → Confirm → Clear.  

From one sensor to site-wide intelligence  

On-site poles provide value at a single point. Weather risk is three dimensional. Flash Weather AI removes blind spots with site-wide coverage: a hyper-local lightning model at 1 km refreshed every two minutes, plus integrated WBGT heat monitoring for athletes and workers. If your venue benefits from automated hardware, Flash supports portable or installable devices as a complement, not a dependency. 

Automation that mirrors your policy  

Safety shouldn’t hinge on manual stopwatch timing. In addition to its proprietary All-Clear algorithm, Flash automates with your policy to configure alerts and countdown timers that reset with every new strike, driving consistent, return-to-play/work, while also freeing staff from constant dashboard babysitting. 

Records, compliance and accountability 

When you need proof, Flash delivers historical hail and lightning lookback (two years), downloadable reports and APIs to support audits, insurance and league governance. 

Multi-hazard by design  

Operational risk is more than lightning. Flash provides a unified picture across heat (WBGT), hail, frost, wind and air quality, so leaders can see the full field of risk in one place. 

How Flash achieves hyper-local accuracy 

Traditional numerical weather models average conditions over large grid boxes, which can blur microclimates. Flash applies AI bias-correction and downscaling to reach 1 km while ingesting validated observations — preserving features like sea-breeze fronts, urban heat islands and mountain-to-plain transitions. Then we give you new data every two minutes, paired with live lightning radar and All-Clear timing. Hyper-local modeling + rapid refresh = up to 60 minutes of lead time. It all leads to better tactical choices and fewer unnecessary stoppages, without sacrificing safety. 

Industry playbooks 

Athletics and campus recreation  

• Before practice: evaluate 6-hour lightning probability and WBGT trend to set session windows and hydration plans.  
• During practice: predictive alerts + live radar, with automated All-Clear that resets on each strike to align with conference/association policy.  
• After: export logs for league compliance and training review (heat, lightning).  

Construction, utilities and field services  

• Shift planning: predict heat stress and storm timing to stage crews, concrete pours, crane ops.  
• On site: automated alerts by radius; countdown clock drives consistent stop/resume without radio confusion.  
• Documentation: site-specific history (hail/lightning) supports audits, change-orders and insurance.  

Parks, events and municipal operations  

• Parks & venues: hyper-local storm timing for evacuations; All-Clear guides reopening milestones.  
• Seasonal ops: hail/frost intelligence protects fields, amenities and schedules; WBGT informs staffing and programming.  

Implementation in three steps 

1 - Define policy parameters: Lightning radius (e.g., 8–10 miles), countdown interval (e.g., 30 minutes), WBGT thresholds by activity level.  

2 - Configure Flash: Add sites, set alerts (push/SMS/email), enable All-Clear automation and roles/recipients.  

3 - Train + test: Run tabletop drills; export sample logs; review dashboard and FirstStrike™ / Lightning Probability map behavior under different scenarios.  

How to choose lightning detection system 

Ask any provider (including us) to demonstrate:  

• Lead-time + confirmation in one workflow (not either/or).  
• Update cadence (can they show two-minute refresh in action?)  
• Spatial coverage (single pole vs. site-wide 1 km modeling)  
• Policy automation (countdown resets on each strike; configurable radii/durations)  
• Historical evidence (exportable logs; API access) 
• Multi-hazard scope (WBGT, hail, frost, wind, AQI) 

Hyper-local AI vs. detection only: Which weather platform protects better? 

Source elements: Multi-Hazard Coverage; Customizable Alerts + Automated “All Clear” Clock; No On-Site Poles Required; Predicts Lightning Before it Strikes; Real-Time Lightning Detection; Historical Logs & Compliance Reporting.

Predict + detect: The safer, faster path to all-clear decisions

Detection describes what just happened; predictive intelligence provides the lead time to stay ahead. Flash Weather AI unifies both — so you can be in control, prepared and operate with confidence.  

Visit Flash Weather AI to get a demo and see FirstStrike™, Lightning Probability, WBGT and automated All-Clear in action.

Managing turf takes precision, timing and the right data. Flash Weather AI’s T3 Turf Agronomy solution gives golf superintendents, agronomists and turfgrass managers the weather intelligence they need to make confident decisions around irrigation, disease risk, frost, dew, soil conditions, lightning and daily operations.

T3 provides accurate, high-resolution weather forecasts to help manage tight budgets and meet the high expectations of owners and members.

With Our State-of-the-Art Forecasting, You Get:

• 13 Long Range Turf-Centric Forecasts out to 15 days
• 15 Site-Specific, Turf-Centric Forecasts out to 48 hours
• Growing Degree Day Tracker and 15-Day Forecast Tool
• Disease Forecasting Section
• Long Range Soil Temperature Forecasts
• Frost Formation and Burn Off Forecasts
• Dew Formation and Burn Off Forecasts
• Hi-Res Evapotranspiration Forecasts
• Hi-Res Cloud Cover Forecasts
• Hi-Res Soil Temperature and Moisture Forecasts
• Unique Precipitation Range Forecasts

Get you free weather command center today. 

By Jenny Yu.  

Flash Weather AI delivers real-time, predictive insights that help contractors stay ahead of lightning and heat risks. 

In an industry where jobsite safety hinges on fast, accurate decisions, traditional weather forecasts often fall short. The Flash Weather AI app is changing that dynamic by delivering real-time, hyperlocal insights powered by patented artificial intelligence. Built for contractors and outdoor professionals, the app goes beyond standard reporting to provide predictive alerts that help crews act before conditions become dangerous. 

Unlike conventional weather tools that rely on generalized forecasts, Flash Weather AI uses continuously updated data and AI modeling to predict severe conditions with precision. The platform’s lightning forecasting stands out, offering alerts that predict lighting before it strikes at an astounding 99.6% accuracy, as opposed to just detecting it after the fact. These updates refresh as frequently as every two minutes, giving crews a critical advantage when working in exposed environments. 

This predictive capability is especially important as many jobsites still rely on the OSHA 30-minute rule for lightning safety. Flash Weather AI’s forward-looking alerts allow contractors to pause work sooner and resume with greater confidence using a built-in countdown clock and color-coded safety indicators. 

Heat risk management is another area where the app delivers measurable safety improvements. Rather than relying solely on heat index, Flash Weather AI incorporates wet bulb globe temperature, or WBGT, a more comprehensive metric that accounts for temperature, humidity, wind and solar radiation. Safety experts increasingly recommend WBGT for evaluating heat stress, as it provides a more accurate picture of real-world conditions. Within the app, users can monitor live WBGT readings and access a seven-day heat risk outlook, helping teams plan schedules and avoid dangerous exposure before it begins.  

Additional features such as high-resolution radar, customizable alerts and location-based push notifications further enhance situational awareness. By consolidating lightning prediction, heat monitoring and forecast data into a single platform, Flash Weather AI simplifies decision-making while strengthening jobsite safety protocols. 

As weather volatility continues to challenge the construction industry, tools that prioritize proactive safety are becoming essential. Flash Weather AI offers a modern solution designed to protect crews, reduce risk and keep projects moving safely. 

Learn more about Flash Weather AI is transforming jobsite safety!

Stay ahead of dangerous weather without sacrificing productivity. Flash Shield™ Portable delivers AI-driven, predictive lightning and severe weather alerts up to an hour in advance, helping crews move to safer areas before conditions become hazardous. On-site horns and strobes activate automatically, so teams don’t have to rely on phones or manual monitoring. Solar powered, wireless and deployable in minutes with no Wi-Fi or external power required, it’s built for fast-moving construction and roofing projects. By identifying safe work windows sooner, contractors can reduce unnecessary shutdown time, improve jobsite safety compliance and keep projects on schedule instead of waiting through standard 30-minute lightning delays.

Start planning around real forecasts

By Jesse Sanchez. 

Learn how new weather intelligence tools are helping contractors better assess heat and lightning risks before conditions become dangerous. 

Weather can shift quickly on an outdoor jobsite, forcing contractors to make immediate decisions that affect both worker safety and project schedules. When crews are exposed to lightning, extreme heat or sudden storms, the challenge is not simply responding once conditions worsen; it is knowing how to act before those hazards put people at risk. On this episode of From the Ground Up™, host Karol Weyman spoke with Jameson Allen of Flash Weather AI about why more companies are rethinking weather safety through a more proactive lens. 

Jameson said the most significant weather-related risks vary by industry, but lightning and heat consistently stand out as two of the most serious concerns. Lightning may be less frequent than other jobsite hazards, he explained, but its consequences can be immediate and severe. Heat, meanwhile, presents a different kind of danger, one that can build gradually and affect worker performance, decision-making and overall site safety before crews fully recognize the problem. He shared, “The main ones are going to be, number one, lightning. And not because it happens the most often, necessarily, but because it is the most devastating when it does occur. But close behind that is heat risk, heat illness.” 

That distinction becomes especially important when companies consider how heat is measured. Jameson explained that many organizations still rely on the heat index, which accounts for temperature and humidity. However, he said wet bulb globe temperature offers a more precise picture because it considers additional variables such as wind, solar radiation and other environmental factors that influence how the body experiences heat. “Number one, you get the temperature. And then you add to that the wind factor because that's going to have a cooling effect. And if there's no wind, obviously your wet bulb globe temperature goes up. And there are things like humidity in there.” Jameson said. 

Lightning safety presents a similar issue. Many organizations still follow the “30-30 rule,” which relies on seeing lightning or hearing thunder before work is delayed and then requires a 30-minute wait before activity resumes. Jameson said that approach leaves crews making reactionary decisions based on what they can see or hear rather than using predictive data to guide safety planning. 

For contractors, that difference matters. More precise weather intelligence can help crews clear sites earlier, schedule work more effectively and reduce unnecessary delays while improving safety outcomes. 

Listen to the podcast or Watch the webinar to learn more about weather safety for outdoor jobsites!

From landscaping crews to pool installers and deck builders, outdoor work leaves teams exposed to rapidly changing conditions.

Flash Weather AI transforms any smartphone into a jobsite safety system with predictive lightning detection, heat stress monitoring, live radar and precise hourly forecasts. Instant push alerts warn supervisors when conditions become unsafe so crews can pause work before injuries occur.

No equipment to install. No complicated setup. Just reliable weather intelligence designed for teams working outdoors.

Download now on iOS or Android and start protecting your crew today.