ECSafety AI
The evaluation framework

How to evaluate EHS software in 2026.

Every vendor says AI now. Eight criteria, the question to ask in the demo, and what a good answer looks like: use it against any shortlist, including us.

01AI architecture

Is the AI the core of the platform or a feature beside it?

What good looks like

The vendor can draw the data flow: signals into one model, reasoning over it, actions feeding back. Ask them to explain why a specific site's risk changed yesterday.

The ECSafety answer

Aura is a five-layer engine: intake, Safety Graph, Risk Engine, learning loop, agents.

02Grounding & citations

When the AI answers, what is it grounded in?

What good looks like

Answers cite your procedures and history, with the source shown. Generic answers with no citation are internet knowledge in a branded window.

The ECSafety answer

Every Aura answer cites the procedure or document it came from.

03Field usability

Will a gloved crew on a loud site actually use it?

What good looks like

Offline-first mobile, voice input, multi-language, and form fills measured in seconds. If adoption needs a training campaign, the field will not use it.

The ECSafety answer

Offline-first app in English, Spanish, and French; voice-filled forms; 90-second PTPs.

04Breadth without module tax

What does the full program cost once every module is added?

What good looks like

Forms, incidents, lone worker, metrics, and compliance in one platform at one price. Per-module pricing is how a $30 seat becomes a $200 seat.

The ECSafety answer

The full platform, including Lone Worker Safety, is $25 per user per month.

05Regulatory currency

How does the platform track OSHA and ISO changes?

What good looks like

Regulation updates flow into the product continuously and adapt to your operation, not through quarterly template refreshes.

The ECSafety answer

Aura folds new OSHA and ISO guidance into the model as it publishes.

06Action, not summaries

After the AI finds a risk, what happens next?

What good looks like

The system drafts the assignment, corrective action, or toolbox talk, and a human approves. Insight without action is another dashboard.

The ECSafety answer

One click from recommendation to assigned action; agents draft OSHA-grade records.

07Interoperability

How does it connect to our AI, our systems, our datastores?

What good looks like

Open standards: MCP for enterprise AI and agents, a REST API and webhooks for ERPs, HRIS, and warehouses. Beware CSV-export-as-integration.

The ECSafety answer

MCP server, Aura MCP connector, RESTful API, webhooks, embedded agents in Procore and Autodesk Construction Cloud.

08Evidence & governance

Can every AI output survive an audit?

What good looks like

Role-based access, complete audit trails, SOC 2, and explainable outputs. In safety, an answer you cannot defend is a liability.

The ECSafety answer

SOC 2 Type II, role-based access, audit-logged AI, explainable risk scores.

Run the framework against us first.

Bring these eight questions to a 30-minute demo on your data. We will answer all of them, with the evidence on screen.

No credit card required · Deploys in days · SOC 2 Type II