Case studies, field notes and plain explanations from the scientists and engineers who build Statvis.
Forensic chemistry Unlocks a Faster and More Economical Path to Regulatory Closure for Sour Gas Plant, Midstream Client Cut Closure Costs by $2.6M at a Single Site
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Twelve sampling events, three service providers, three report formats. How Statvis Timeline turns fragmented snapshots into a clear contamination trend.
One site, ten years of reports, six consultants, dozens of boreholes. How Statvis connects fragmented site data into a single, navigable story.
Anthropic's September 2026 threat report surfaced a question every environmental professional should be asking: what actually happens to your data inside an AI system?
Environmental AI has to meet a higher evidentiary standard than most domains. Here is what that benchmark standard looks like and how Statvis is establishing it.
Your organization has invested decades building environmental knowledge. Here's what changes when you can query your documents directly.
Environmental work generates decades of documents. The answers are already there. Statvis surfaces the answers necessary for your sites, in minutes, not weeks, years or decades.
Your site files hold what was found. The reasoning behind those findings usually lives in someone's head. Here is how to capture it before it leaves.
Environmental professionals can use technology to surface the right information faster. Statvis acts as a digital sidekick for practitioners to find more complete answers that are necessary to make sound decisions.
Data quantity does not equate to data quality when it loses context. Statvis transforms collections of environmental documents into actionable knowledge for contaminated site portfolios.
Environmental data currently lives in files that require time to read. Statvis turns complex project information into clear, cited narratives that support faster contextual understanding and better decision making.
AI in environmental work is eliminating the manual workload of data aggregation that keeps practitioners from solving the hard problems and providing expert opinions on the data.
Semantic search understands what you're asking, not just the words you use. Here's why that matters when you're searching through thousands of environmental documents.
Column shifts, transposition errors, and transcription mistakes accumulate as data moves from lab certificates to reports to spreadsheets—and traditional QA/QC doesn't catch them.
Two case studies where UMAP and HCA identified bad data that passed traditional QA/QC and external validation—including fictitious PCB results used for over two years.
Passing QA-QC doesn't make data defensible. If you can't trace it back to source documents, you have numbers without context.
Environmental litigation spans years, often decades. Superfund cases involve hundreds of parties and tens of thousands of documents. When the case restarts after dormancy, institutional memory becomes the difference between efficiency and expensive reconstruction.
You've seen what we can do with data. Now see what we're doing with documents—and why traceability matters when institutional memory is on the line.
Every time you summarize information, you lose something. With AI, that loss compounds fast. Here's why citations matter more than you think.
Environmental lawyers receive boxes of documents in response to information requests. The data they need is buried somewhere inside. Now they just have to find it—in days, not weeks.
Anthropic's new plugins spooked legal software stocks. Here's why document intelligence for contaminated sites is a different problem entirely.
We've invested deeply in AI-first infrastructure. Here's what that means for environmental site management.
We asked an AI to verify its sources. It admitted it made them up to 'look credible.' Here's why that happens—and how citations should actually work.
An explanation of how AI document search actually works, why 'just upload your PDFs' falls short for serious research, and what exhaustive search means.
We're working on an EPA Superfund site with a 7,000-page PDF. Here's why consumer AI tools can't handle serious document work—and what actually can.
A law professor discovered fabricated citations in a Big Four consulting report. Here's what went wrong and how proper document intelligence prevents it.
Environmental liability often belongs to whoever controlled the site when contamination occurred. Building defensible site history from thousands of documents requires a new approach.
Discover how standardized PCB analysis workflows deliver effortlessly interactive insights compared to spreadsheet-based approaches.
Why statistical imputation outperforms the traditional half-detection-limit substitution for environmental datasets with non-detect values.
Determine whether measured PAHs originate from suspected sources or alternative ones using forensic fingerprinting analysis.
Contaminated sites professionals need reliable data and systems to reveal patterns they haven't seen yet to restore land to productive use.
Environmental data needs to be visualized to be effectively communicated. Good science is only complete when anyone can understand it.
New tools for environmental data analysis coming soon. Interact and explore your data with the tools used by experts.
Introducing automated interpolation based on sample similarity rather than just concentration thresholds for environmental plume delineation.
Find sample locations worldwide and add custom property boundaries with Statvis's geospatial analysis tools.
Work on PCB and PAH chemical fingerprinting analysis from anywhere with Statvis's cloud-based environmental data portal.
Get valuable insights from dioxin fingerprinting in a user-friendly way. Compare histogram plots and pinpoint potential PCDD/F sources.
A forensic tool to identify potential dioxin contamination sources by comparing samples against a peer-reviewed reference library.
Upload dioxin data and compare histogram plots to identify similarities with reference samples and determine potential PCDD/F sources.
Discover how to identify multiple PAH contamination sources using forensic fingerprinting and diagnostic ratio analysis.
Introducing night mode visualization with high-contrast displays that make your contamination data stand out with a ghostly glow.
Learn the fundamentals of PAH fingerprinting and how to interpret your PAH data using our online forensic analysis portal.
Upload congener data and generate PCB histograms quickly with consistent, exportable results for your reports.
Join us at Battelle Sediment Conference 2025 in Tampa for our poster on PCB congener data and Aroclor analysis.
Data exploration needs to be easy. Statvis enables simultaneous geospatial, trend, and fingerprinting analysis with just a few clicks.
Interface improvements including consolidated map controls, PAH fingerprinting updates, and enhanced data filtering.
Companies often lose practical control of their environmental data to consultants and contractors, shifting from owner to client status.
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