Expert-Embedded Intelligence (EEI)

Agile App™

Dawning Systems SERVICE

The Agile App™ Precision Toolset

We don’t just deliver AI. We are using AI to deliver.

The AI makes us faster. The expertise makes us right.

Every Agile App™ is part of a toolset maintained continuously by the domain expert who built it — updated, upgraded, refined together. What you receive is one expression of know-how that never stops growing.

How You See It
From where you sit, the Agile App looks like this. One outcome focused delivery, built precisely for your challenge — works the way you work, zero learning curve. When your needs change, the suite adapts with you. Every configuration change is included in your subscription — no scope conversation, no extra invoice. no ownership burden, unless you want it. That is all you need to know. The rest is our responsibility.

How We See It
From where we sit, the Agile App is something else entirely. A suite of purpose-built tools from a living Toolset — maintained continuously by the domain expert who built them. What you receive is one expression of Know-How that never stops growing. To us, every suite we deploy is a living part of our professional craft.

3 ways to work with the Agile App™ — each designed around how your organization needs to use it

For a defined challenge

We build the Agile App™ for your specific challenge, deploy it, and support you through it. When you no longer need it, we pack it up and take it away. No residual cost. No orphaned software. No maintenance burden sitting on your books.

For a defined period

If you only need it for a season — a project, a transition, a compliance window — that works too. We deploy it, support you with it for as long as you need, and when the period is over, we pack it up and take it away. Clean entry. Clean exit.

For you to keep

Should you fall in love with the Agile App™ and want your own version — we build you one. Designed and configured specifically for your Enterprise, training provided and yours to keep. 

Agile App™ Toolset

Simtrinsic Retention Engine

Predict – Intervene – Optimize

The most comprehensive employee retention platform combining predictive analytics, LASSO regression modeling, and human-centered intervention design to transform workforce stability into competitive advantage.

Predict
Forecast attrition risk before it becomes reality using ML-powered scoring across multiple dimensions – uncovering your organization’s unique Attrition patterns and profiles.

Intervene
Deploy targeted retention strategies with measurable ROI through a human-centered intervention framework that help you decide, What To Offer and When To Offer It.

Optimize
Through data-driven feedback loops and LASSO analytics, continuously improve industry-specific work characteristics (like Service Industry Scheduling requirements) – ensuring that idiosyncrasies important to a specific location are not lost in the summarization of general data from all locations. Each site gets a unique turnover-driver fingerprint so targeted interventions deliver measurable ROI.

Simtrinsic Retention Engine dAshboard
Capabilities

▸ Executive Decision Suite
▸ Retention & Intervention
▸ Predictive Analytics Engine
▸ Workforce Scheduling Intelligence
▸ Survey & Feedback Engine
▸ Workforce Intelligence
▸ Verify Resolution

Capabilities

▸ Executive Decision Suite
▸ Retention & Intervention
▸ Predictive Analytics Engine
▸ Workforce Scheduling Intelligence
▸ Survey & Feedback Engine
▸ Workforce Intelligence
▸ Verify Resolution

Ready for expert-embedded app without the learning curve?

DS Test System

Enterprise-grade UAT management platform built for quality assurance teams who demand precision, visibility, and control. Every feature designed to streamline your testing workflow and deliver actionable insights.

A complete testing management platform with everything you need to plan, execute, and report on UAT cycles

Simtrinsic Retention Engine dAshboard
Capabilities

▸ Test Cycle Management
▸ Operations Dashboard
▸ QA Dashboard
▸ Orphan Item Detection
▸ Platform Access Portal
▸ Test Progress Tracking
▸ Professional HTML Reports
▸ Audit & Archive System
▸ Visitor Analytics
▸ Exception Handling

Capabilities

▸ Test Cycle Management
▸ Operations Dashboard
▸ QA Dashboard
▸ Orphan Item Detection
▸ Platform Access Portal
▸ Test Progress Tracking
▸ Professional HTML Reports
▸ Audit & Archive System
▸ Visitor Analytics
▸ Exception Handling

Built for Enterprise QA Teams.

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Dawning Systems is certified as a Small Business Enterprise (SBE) with the City of Charlotte.

The Charlotte Business INClusion (CBI) Program seeks to enhance competition and participation of small, minority and women owned firms in city contracting and to promote economic growth and development in the City of Charlotte.

Dawning Systems is NCHUB Certified and is listed in the Statewide Uniform Certification (SWUC) Program database.

@ 2026 All Rights reserved with Dawning Systems LLC. Change Management By Design (CMBD) is Trademarked
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