Numetric

Name: Numetric
Brand: Numetric

Empowering state and local agencies to make more data-driven resource investments and prevent roadway deaths

Est 2015|Valuation $6.5M|Raised $21.9M

LinkedIn 5K|Website|FTEs 38|HQ American Fork, Utah, US

MarketsLocation Intelligence

Published Oct 13, 2026

01Common complaints

1. You require transparent, self-serve pricing and a lightweight deployment. Numetric is sales-led and often implementation-heavy; smaller agencies may find the process slow or costly. 2. Your primary need is mobility analytics (speeds, O-D, volumes) rather than official crash and LRS integration. INRIX and StreetLight may better address those needs. 3. You require an extensive library of BI visualizations and chart types out of the box. Historical reviews indicate visualization breadth has been a constraint compared with specialized BI tools. 4. You have a mature in-house GIS and data engineering team that prefers full control and maximum customization. Building on ArcGIS and internal pipelines may provide more flexibility while shifting maintenance to internal teams. 5. Publicly posted security or compliance evidence (SOC 2, ISO 27001) is a strict procurement requirement and cannot be provided under NDA.

Deal disqualifiers

Agencies unable to support data sharing and governance alignment across divisions
Organizations that require publicly posted SOC 2 or ISO certificates prior to engagement (if the vendor cannot provide equivalent documentation under NDA)
Teams that primarily need mobility data products rather than internal crash system analytics

Vendor-acknowledged / documentation-indicated constraints

Help Center documentation for Crash Query indicates feature constraints and cases where functionality may not operate as expected (for example, certain actions may not function properly if more than 20 segments are selected or if specific filters are applied).

Limitations suggested by reviews

Limited chart and visualization options (historically noted)
Gaps in metric types and some number-formatting issues
Perceptions of being underdeveloped relative to price among some customers

Roadmap visibility

Numetric publishes news posts and resource updates, but a formal public product roadmap with firm delivery dates was not found in the reviewed sources.

Why some customers might leave (churn reasons)

Plausible drivers indicated by review complaints include:

Price versus perceived maturity or feature completeness
Visualization and reporting limitations compared with mature BI products
Gaps in metric coverage important for DOT reporting

02Why they buy

Differentiation validated by evidence

- Purpose-built safety applications (Crash Query, Network Screening, Safety Analysis) designed around DOT workflows and HSM-oriented methods rather than generic dashboards. - Stakeholder reporting and portal capabilities designed to support public and internal transparency needs. - A referenced third-party validation (TTI) for certain network screening calculations in an AASHTOWare Safety context offers some methodological credibility beyond marketing statements; buyers should verify applicability to their network types.

Where competitors have clearer advantages

StreetLight Data and INRIX: stronger positioning around large-scale mobility datasets and travel behavior analytics.
Esri ecosystem: greater GIS platform extensibility and integration across enterprise GIS operations.

Why customers chose Numetric over alternatives

Common drivers include faster access for non-technical users versus traditional BI or GIS toolchains, out-of-the-box safety workflows (network screening, crash reporting, safety analysis), and vendor-supported integration and customization compared with a DIY stack.

03Field reports

Review platform summary (G2 and Capterra)

Well rated on G2
Well rated on Capterra

Important data-quality caveat: A portion of reviews on these platforms are marked as incentivized or vendor-referred, which can skew sentiment upward compared with fully organic review sets.

Representative positive feedback (paraphrased)

A reviewer described the product as capable and noted that it was still evolving.
Reviewers have indicated that the vendor is responsive and willing to provide additional assistance during integrations.
Other reviewers reported the system improved access to updated information compared with prior manual-update cadences, enabling more immediate viewing of results and targets.

Representative critical feedback (paraphrased)

Despite good customer service, some reviewers said the product has feature gaps and limited metric types relative to price.
Other reviewers noted a smaller set of chart and visualization options compared with mature BI tools.

Common themes in reviews

What customers commonly cite as positive: - Responsive customer support and partnership approach - Easier access to data and drill-down capability - Faster reporting and easier sharing compared with manual processes - Flexibility and customization for certain scenarios What customers commonly criticize: - Perceptions of feature maturity relative to cost - Limited chart and visualization variety (historical observations) - Some workflows require additional effort or have usability constraints

Vendor case studies and success narratives

The vendor publishes case studies and whitepapers featuring state and agency examples in its resources section.

Critical evaluation:

These materials are vendor-authored and should be treated as vendor-provided narratives unless accompanied by independent validation.
Any performance metrics or outcome claims in these documents should be checked for methodology, baseline definitions, and whether results were independently validated.

Third-party validation example (methodology validation)

The vendor references an independent validation of certain network screening calculations involving a transportation research institute, indicating that a beta implementation correctly calculated selected HSM-aligned measures for specific roadway types. Critical notes: - This third-party validation is more substantive than typical marketing claims because it references an external institute and a validation report. - Scope matters: validation appears focused on specific network types and measures; buyers should confirm whether validation covers their roadway types, urban contexts, intersection-heavy networks, and agency-specific SPFs and CMFs.

04Best fit

Company/organization size

Best fit generally includes:

State DOTs (multi-district, statewide licensing, multiple stakeholder groups)
Mid-to-large cities and counties with ongoing Vision Zero initiatives and frequent public data requests
Regional agencies and MPOs with multi-jurisdiction coordination needs

Teams with multiple safety analysts or engineers and cross-functional stakeholders (planning, design, operations, leadership) are typical users.

Industries/verticals

Public-sector transportation safety
Vision Zero programs
Roadway safety planning and engineering

Roles/personas

Decision makers: DOT safety leadership, CIO/IT leadership, planning directors
Users: traffic safety analysts, engineers, planners, data and GIS analysts
Stakeholders: municipalities, law enforcement, external consultants, and the public via portals

Pain points addressed

Manual crash reporting and public records fulfillment time lags
Disconnected datasets (crash, LRS, roadway attributes, and assets)
Difficulty producing consistent network screening and benefit–cost outputs
Low trust and inconsistent metrics across departments

05The pitch

What the product does (objective value proposition)

Numetric is a cloud-based traffic safety analytics platform aimed primarily at public-sector transportation and safety organizations. It combines multiple safety-relevant datasets (for example, crash records, roadway attributes, linear referencing systems, assets, citation data, and GIS layers) into a searchable, GIS-centric environment, then provides purpose-built applications to support common roadway safety workflows: querying crash data, network screening and ranking, safety diagnosis and countermeasure selection (including benefit–cost), reporting, and stakeholder-facing dashboards and portals. It also serves as an implementation partner for AASHTOWare Safety. Key platform framing emphasizes: (1) data integration and QA, (2) an off-the-shelf configurable platform, and (3) applications designed for traffic safety professionals rather than general BI users.

Target market and positioning

**Primary buyers/users:** - State DOTs, local and city transportation departments, MPOs and regional agencies - Traffic safety teams, roadway safety engineers, planners, and data analysts - Some alignment with law enforcement for citation analysis and public transparency portals **Positioning:** Numetric positions itself as a traffic safety analytics solutions provider focused on supporting the Roadway Safety Management Process (network screening, diagnosis, countermeasure selection, and reporting). The vendor frames the product as a specialized alternative to general BI tools and GIS-only workflows by combining safety methods (for example, Highway Safety Manual-oriented workflows) with a cloud user interface and integrated reporting.

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Published Oct 13, 2026

01Common complaints

You require transparent, self-serve pricing and a lightweight deployment. Numetric is sales-led and often implementation-heavy; smaller agencies may find the process slow or costly.
Your primary need is mobility analytics (speeds, O-D, volumes) rather than official crash and LRS integration. INRIX and StreetLight may better address those needs.
You require an extensive library of BI visualizations and chart types out of the box. Historical reviews indicate visualization breadth has been a constraint compared with specialized BI tools.
You have a mature in-house GIS and data engineering team that prefers full control and maximum customization. Building on ArcGIS and internal pipelines may provide more flexibility while shifting maintenance to internal teams.
Publicly posted security or compliance evidence (SOC 2, ISO 27001) is a strict procurement requirement and cannot be provided under NDA.

Deal disqualifiers

Agencies unable to support data sharing and governance alignment across divisions
Organizations that require publicly posted SOC 2 or ISO certificates prior to engagement (if the vendor cannot provide equivalent documentation under NDA)
Teams that primarily need mobility data products rather than internal crash system analytics

Vendor-acknowledged / documentation-indicated constraints

Limitations suggested by reviews

Limited chart and visualization options (historically noted)
Gaps in metric types and some number-formatting issues
Perceptions of being underdeveloped relative to price among some customers

Roadmap visibility

Numetric publishes news posts and resource updates, but a formal public product roadmap with firm delivery dates was not found in the reviewed sources.

Why some customers might leave (churn reasons)

Plausible drivers indicated by review complaints include:

Price versus perceived maturity or feature completeness
Visualization and reporting limitations compared with mature BI products
Gaps in metric coverage important for DOT reporting

02Why they buy

Differentiation validated by evidence

Purpose-built safety applications (Crash Query, Network Screening, Safety Analysis) designed around DOT workflows and HSM-oriented methods rather than generic dashboards.
Stakeholder reporting and portal capabilities designed to support public and internal transparency needs.
A referenced third-party validation (TTI) for certain network screening calculations in an AASHTOWare Safety context offers some methodological credibility beyond marketing statements; buyers should verify applicability to their network types.

Where competitors have clearer advantages

StreetLight Data and INRIX: stronger positioning around large-scale mobility datasets and travel behavior analytics.
Esri ecosystem: greater GIS platform extensibility and integration across enterprise GIS operations.

Why customers chose Numetric over alternatives

03Field reports

Review platform summary (G2 and Capterra)

Well rated on G2
Well rated on Capterra

Important data-quality caveat: A portion of reviews on these platforms are marked as incentivized or vendor-referred, which can skew sentiment upward compared with fully organic review sets.

Representative positive feedback (paraphrased)

A reviewer described the product as capable and noted that it was still evolving.
Reviewers have indicated that the vendor is responsive and willing to provide additional assistance during integrations.
Other reviewers reported the system improved access to updated information compared with prior manual-update cadences, enabling more immediate viewing of results and targets.

Representative critical feedback (paraphrased)

Despite good customer service, some reviewers said the product has feature gaps and limited metric types relative to price.
Other reviewers noted a smaller set of chart and visualization options compared with mature BI tools.

Common themes in reviews

What customers commonly cite as positive:

Responsive customer support and partnership approach
Easier access to data and drill-down capability
Faster reporting and easier sharing compared with manual processes
Flexibility and customization for certain scenarios

What customers commonly criticize:

Perceptions of feature maturity relative to cost
Limited chart and visualization variety (historical observations)
Some workflows require additional effort or have usability constraints

Vendor case studies and success narratives

The vendor publishes case studies and whitepapers featuring state and agency examples in its resources section.

Critical evaluation:

These materials are vendor-authored and should be treated as vendor-provided narratives unless accompanied by independent validation.
Any performance metrics or outcome claims in these documents should be checked for methodology, baseline definitions, and whether results were independently validated.

Third-party validation example (methodology validation)

Critical notes:

This third-party validation is more substantive than typical marketing claims because it references an external institute and a validation report.
Scope matters: validation appears focused on specific network types and measures; buyers should confirm whether validation covers their roadway types, urban contexts, intersection-heavy networks, and agency-specific SPFs and CMFs.

04Best fit

Company/organization size

Best fit generally includes:

State DOTs (multi-district, statewide licensing, multiple stakeholder groups)
Mid-to-large cities and counties with ongoing Vision Zero initiatives and frequent public data requests
Regional agencies and MPOs with multi-jurisdiction coordination needs

Teams with multiple safety analysts or engineers and cross-functional stakeholders (planning, design, operations, leadership) are typical users.

Industries/verticals

Public-sector transportation safety
Vision Zero programs
Roadway safety planning and engineering

Roles/personas

Decision makers: DOT safety leadership, CIO/IT leadership, planning directors
Users: traffic safety analysts, engineers, planners, data and GIS analysts
Stakeholders: municipalities, law enforcement, external consultants, and the public via portals

Pain points addressed

Manual crash reporting and public records fulfillment time lags
Disconnected datasets (crash, LRS, roadway attributes, and assets)
Difficulty producing consistent network screening and benefit–cost outputs
Low trust and inconsistent metrics across departments

05The pitch

What the product does (objective value proposition)

Key platform framing emphasizes: (1) data integration and QA, (2) an off-the-shelf configurable platform, and (3) applications designed for traffic safety professionals rather than general BI users.

Target market and positioning

Primary buyers/users:

State DOTs, local and city transportation departments, MPOs and regional agencies
Traffic safety teams, roadway safety engineers, planners, and data analysts
Some alignment with law enforcement for citation analysis and public transparency portals

Positioning: Numetric positions itself as a traffic safety analytics solutions provider focused on supporting the Roadway Safety Management Process (network screening, diagnosis, countermeasure selection, and reporting). The vendor frames the product as a specialized alternative to general BI tools and GIS-only workflows by combining safety methods (for example, Highway Safety Manual-oriented workflows) with a cloud user interface and integrated reporting.

Get a comprehensive analysis of Numetric including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →