Pinch Architecture

How It Works

The AI Intelligence Layer Built Above Your Entire HCM Ecosystem

Pinch Insight AI and Everly operate as an AI intelligence layer that sits above the employer’s entire HCM ecosystem. The platform continuously ingests data from HRIS, payroll, benefits, wellness, and engagement systems, then enriches it with real-world behavioral and social signals captured through the Everly AI companion, delivering risk scoring, cost forecasting, personalized wellness guidance, and benefits optimization.

Pinch Insight AI

Ready to work

Start with a conversation. The Pinch Insight AI Bot is ready to work the moment you tell it what you are trying to achieve.

Use simple, natural dialogue to describe your goals, challenges, or scenarios. No technical setup required.

Configure your dashboard effortlessly as the Bot helps you identify the KPIs that matter most to your organization.

Select your data sources: HR, Payroll, BenAdmin, Everly, or any combination, through quick conversational prompts.

Let the Bot guide your logic as it walks you step by step through modeling, assumptions, and what-if scenarios.

Get instant, predictive insights generated through a conversational workflow that feels intuitive and human.

The Pinch Insights AI Difference

How Pinch Insight AI Connects, Enriches, and Activates Your Workforce Data

Pinch functions as an agnostic, system-wide aggregator that isolates, amplifies, and operationalizes the full power of AI across the workforce. Pinch never replaces existing systems, only making them smarter.

Pinch AI Engine & Everly Companion

The overriding AI layer powering insights, engagement, and decision automation.

Top Layer

Pinch Insight AI Analytics

Unified analytics enriched with real-world behavioral data.

Analytics Engine

HCM & Enterprise Systems

Structured enterprise data from all employer systems, flowing upward into Pinch Insight.

Employer Data Stream

Everly AI Companion Data

Real-world behavioral and social data captured through Everly, flowing upward into Pinch Insight.

Employee Behavioral Stream

Employer HCM Environment

Pinch sits above the ecosystem — never replacing systems, only making them smarter.

Foundation Layer

Pinch unifies enterprise HR data with real employee behavior to create the first true AI intelligence layer for the modern workforce.

Meet Everly

The AI Health & Benefits Companion Employees Love and Employers Trust

Everly engages employees daily, captures real behavioral signals, and feeds the Pinch AI engine with the data traditional HCM systems can't see.

Personalized Guidance at Scale

AI companion for every employee
Personalized health, wellness, and benefits guidance in real time
Tailored to each individual's goals, habits, and needs

The Data No Other System Can Access

Captures behavioral, social, and engagement signals
Data no HRIS or BenAdmin system can access
The behavioral layer that makes predictive analytics truly predictive

Intelligent Nudges That Drive Action

Intelligent nudges and habit-building prompts
Employer-sponsored incentives that reinforce healthy behaviors
Measurable engagement improvements and better outcomes

Everly Marketplace

Sponsored discounts and employer-funded perks
Retail incentives that reinforce healthy behaviors
Creates a continuous engagement loop that strengthens the data signal

Feeds the Pinch AI Engine

Every interaction enriches employer HCM data
Real-world behavioral insights power Pinch Insight analytics
The signal no competitor can replicate

Fully Agnostic. Fully Deployable.

Fully agnostic to HRIS, BenAdmin, wellness, and engagement vendors
Deploys across any employer ecosystem
Works seamlessly with what you already have

The Intelligence Loop

How Everly Powers the Pinch Intelligence Loop

Everly closes the loop between employee behavior and employer data. The result: the full power of AI finally available across the entire workforce.

Everly — Employee-Facing AI Companion

Behavioral data flowing into the Pinch AI Engine.

Personalized Guidance
Behavioral Nudges
Social & Sentiment Signals
Marketplace Incentives
Daily Engagement

Employee Layer

Pinch AI Engine

Unified intelligence layer — combining HCM data with Everly behavioral signals.

LLM Reasoning
Predictive Models
Personalization Engine
Incentive Optimization
Risk & Cost Scoring

Intelligence Layer

Employer HCM Ecosystem

Enterprise data stream flowing upward into the Pinch AI Engine.

HRIS
Payroll
Benefits Admin
Claims & Eligibility
Wellness & Engagement
Performance & LMS

Enterprise Layer

Pinch Insight Analytics

What the combined intelligence layer delivers to HR leaders.

Predictive Analytics
Workforce Risk Detection
Cost Forecasting
Benefits Optimization
Health & Wellness Insights

Analytics Output

Everly closes the loop between employee behavior and employer data. The result: the full power of AI finally available across the entire workforce.

What the Full Loop Delivers

Ready to See the Full Picture?

See how Pinch Insight AI connects your HCM ecosystem, enriches it with real behavioral data, and delivers the predictive intelligence your leadership team has been waiting for.

PINCH INSIGHT AI — ISOLATE. CULTIVATE. ACT.

How It Works

The AI Intelligence Layer Built Above Your Entire HCM Ecosystem

The Pinch Insights AI Difference

How Pinch Insight AI Connects, Enriches, and Activates Your Workforce Data

Pinch AI Engine & Everly Companion

Pinch Insight AI Analytics

HCM & Enterprise Systems

Everly AI Companion Data

Employer HCM Environment

Meet Everly

The AI Health & Benefits Companion Employees Love and Employers Trust

The Intelligence Loop

How Everly Powers the Pinch Intelligence Loop

Everly — Employee-Facing AI Companion

Pinch AI Engine

Employer HCM Ecosystem

Pinch Insight Analytics

Everly closes the loop between employee behavior and employer data. The result: the full power of AI finally available across the entire workforce.

Ready to See the Full Picture?

Book Demo