01 // Data Quality & Validation

Data quality and validation software for regulated industries

Your reports are only as defensible as your data.

Environmental and compliance data is inherently messy. It arrives from labs, field devices, IoT sensors, and enterprise systems in different units, formats, and structures. Locus Platform validates every incoming data point automatically before it enters the system of record. Unit conversions, threshold checks, format rules, and scientific calculations run at ingestion, not at report time, so errors are caught where they are easiest to fix.

Platform Overview

Validated data is the foundation of everything

02 // Locus Data Quality

Validated at ingestion, not at report time

Errors are identified before records become part of the system of record or flow into downstream reporting. Specific rule violations help teams correct problems at their source, when they are easiest to resolve.
Hundreds of automated unit conversions

Data from different laboratories, facilities, and monitoring programs is standardized automatically as it enters the platform. Results become directly comparable without spreadsheet calculations or manual conversion.
Every source has the same quality standard

Laboratory EDDs, APIs, IoT sensors, and mobile submissions pass through a consistent validation framework. This creates a dependable data foundation for compliance reporting, enterprise analysis, and AI-driven insights.

03 // Benefits

Identity issues early so you can trust every result

Catches errors at ingestion, before they reach reports
Automated unit conversions across hundreds of measurement types
EDD, IoT, API, and mobile data held to the same standard
Configurable validation rules set by your team, not Locus
Flags out-of-range values before they enter the record
Built-in scientific formulas eliminate manual calculation errors
Audit-ready data from every source, every time
Validated data enables accurate AI outputs across all apps

Catches errors at ingestion, before they reach reports
Automated unit conversions across hundreds of measurement types
EDD, IoT, API, and mobile data held to the same standard
Configurable validation rules set by your team, not Locus
Flags out-of-range values before they enter the record
Built-in scientific formulas eliminate manual calculation errors
Audit-ready data from every source, every time
Validated data enables accurate AI outputs across all apps

How Locus validates your data

04 // Key Capabilities

Ingestion Point Validation

Most EHS platforms catch data errors when someone builds a report and notices something wrong. Locus catches them at the moment data enters the system. Every record entering Locus Platform passes through configurable validation rules before it is accepted into the system of record. Records that fail validation are flagged for review immediately, with the specific rule violation identified, so the responsible party can resolve it at the source.

Data Connectivity & Integrations

Automated Unit Conversion

Environmental data comes in an enormous range of units: parts per million, parts per billion, micrograms per cubic meter, milligrams per liter, kilowatt hours, metric tons, pounds, CO2 equivalents, and hundreds more. Locus Platform converts units automatically when data is imported, ensuring that records from different laboratories, facilities, or monitoring programs are comparable in a single dataset. Manual conversion is eliminated along with the transcription errors it introduces.

Sampling & Laboratory Data Management

EDD Validation for Laboratory Data

When laboratories deliver Electronic Data Deliverables to Locus, each file is parsed and validated against the configured schema before any analytical result is written to the system of record. Validation checks include format compliance, required field presence, detection limit consistency, sample-to-result chain of custody continuity, and value range verification. To date, more than 358,000 EDDs have been processed on the platform using this automated validation workflow.

Sampling & Laboratory Data Management

Configurable Validation Rules

The rules that define acceptable data in your compliance programs are not generic. The detection limit thresholds for a drinking water utility differ from thresholds on an industrial air quality permit. Locus Platform lets your team configure the validation rules that apply to each data type, parameter, facility, and regulatory context, without writing code. Rules update immediately across all connected data sources and apply uniformly to every new import.

Configuration Workbench

Threshold and Permit Limit Monitoring

Permit thresholds and regulatory action levels are entered directly in Locus Platform and referenced during validation of incoming data. When a measured value approaches or exceeds a configured limit, the platform generates an alert to the responsible team member before the record is finalized. This turns data validation into an early warning system, giving compliance teams time to investigate and respond before a threshold exceedance becomes a reportable event.

WORKFLOW AUTOMATION & RULES

Scientific Calculation Engine

Environmental compliance calculations carry legal weight. Locus Platform includes a built-in calculation engine that applies scientific formulas to incoming data automatically, including emission factor calculations, mass balance computations, CO2 equivalent conversions, and statistical analysis for regulatory reporting. These calculations run consistently across every facility, every reporting period, and every user, eliminating the variation introduced by manual spreadsheet calculations.

AI & Agents

AI Readiness Through Data Quality

AI in regulated environments is only as reliable as its source data. Locus's validation architecture is specifically designed to produce the clean, structured, consistently formatted data that AI models require. Because every record entering the platform has passed through ingestion-point validation, Locus AI can generate anomaly alerts, trend analyses, and compliance intelligence that are accurate and audit-defensible.

AI & Agents

05 // Feature Highlights

Data quality controls built for regulated work

Ingestion-point validation before records enter the system of record
Configurable rules by data type, parameter, facility, and permit
Automated unit conversion across hundreds of measurement types
EDD validation for format, detection limits, and chain of custody
Threshold and permit limit monitoring with automated alerts
Built-in scientific and emissions calculation engine
Validation flagging with rule-specific error identification
Uniform quality standard across all data sources and formats

06 // Software Demonstration

See how Locus catches data errors before they reach your reports.

Schedule a demo with an EHS software expert and watch ingestion-point validation in action.

Schedule a Demo

Frequently Asked Questions

07 // FAQ

Data validation in EHS software means automatically checking incoming data for errors (wrong units, missing fields, out-of-range values, format violations) before that data enters the system of record. It matters because compliance reports, regulatory submittals, and AI-driven insights are only as accurate as the underlying data. Locus validates every incoming record at ingestion, regardless of its source, so errors are caught before they compound.

Locus accepts Electronic Data Deliverables from external laboratories and validates each file against configurable rules before writing any result to the system of record. Checks include format compliance, required field presence, detection limit consistency, and value range verification. Records that fail validation are flagged for review with specific rule violations identified. Locus has processed more than 358,000 EDDs using this automated workflow.

Yes. Locus Platform converts units automatically at the point of data ingestion, covering hundreds of measurement types used in environmental, health, safety, and sustainability programs — including parts per million, milligrams per liter, CO2 equivalents, kilowatt hours, and metric tons. This ensures that data from different laboratories, facilities, or monitoring programs is directly comparable within a single dataset without manual conversion.

Permit thresholds and regulatory limits are configured directly in Locus Platform and applied during validation of incoming data. When a measured value approaches or exceeds a configured limit, the platform alerts the responsible team member before the record is finalized. This gives compliance teams time to investigate before a threshold exceedance becomes a reportable violation, turning data validation into an early compliance warning system.

No. Validation rules in Locus Platform are configured by your power users through the same no-code/low-code tools used to configure forms, workflows, and dashboards. Rules are defined by data type, parameter, facility, regulatory context, and data source. When rules are updated, they apply immediately across all connected data sources without any code changes or IT deployment.

AI tools produce reliable outputs only when the data they reason from is clean, structured, and consistently formatted. Locus's ingestion point validation ensures that every record in the platform has passed quality checks before it is stored. This is what makes Locus AI capabilities — anomaly detection, trend analysis, and compliance intelligence — accurate enough to be audit-defensible.