Matt McConnell
Matt McConnell is an American entrepreneur and the Founder, Chairman, and Co-CEO of Intradiem, the leading provider of real-time automation solutions for contact centers. McConnell founded the company in 1995 and built it into the pioneer of a category that did not previously exist: automated, real-time workforce optimization that bridges the gap between WFM planning and WFM execution.[1] He holds a B.S. in Industrial and Systems Engineering from the Georgia Institute of Technology.
Overview
Matt McConnell's contribution to workforce management is fundamentally about closing the gap between what WFM systems plan and what actually happens on the contact center floor. Traditional WFM systems excel at forecasting demand and creating schedules. But between the schedule and the reality lies a gap filled with unexpected volume spikes, idle time, agent absences, and shifting priorities. McConnell built Intradiem to operate in that gap — processing real-time data and taking immediate automated action to optimize workforce deployment moment by moment.
This vision — which Intradiem now calls what Intradiem terms "Dynamic Workforce Orchestration" — created an entirely new category in contact center technology. Before Intradiem, real-time management meant supervisors watching dashboards and making manual adjustments. After Intradiem, it meant automated systems detecting idle time and filling it with training, automatically adjusting break schedules based on queue conditions, and harvesting variance between forecast and actual to recapture productive time.
Early Life and Education
McConnell earned a Bachelor of Science in Industrial and Systems Engineering from the Georgia Institute of Technology (Georgia Tech).[2] The industrial engineering background — with its emphasis on systems optimization, process design, and human factors — proved directly applicable to the challenge of optimizing contact center workforce deployment in real time.
Career
Founding Intradiem (1995)
McConnell founded Intradiem in 1995, initially focused on reinventing customer service through automation and artificial intelligence. The company's early vision was ahead of the market — real-time automation capabilities required both the data infrastructure to process contact center events as they occurred and the integration points to take action on WFM and ACD systems. Building both the technology and the market took years of persistent execution.
Building the Category
The challenge McConnell faced was not merely technical but conceptual. Contact centers were accustomed to thinking about WFM as a planning function — forecast, staff, schedule, done. The idea that there should be an automated system operating between the schedule and reality, continuously optimizing workforce deployment in real time, required educating the market about a problem most buyers did not yet know they had.
McConnell built Intradiem through this education process, demonstrating to large contact center operators that the variance between plan and actual — idle time, unexpected volume, missed training opportunities — represented millions of dollars in recoverable value. This framing resonated particularly with large enterprises where even small efficiency gains, multiplied across thousands of agents, produced significant financial impact.
Growth and Market Leadership
Under McConnell's leadership, Intradiem grew to serve many of the largest contact center operations in North America. The company's platform processes data from WFM systems, ACDs, and quality management platforms in real time, automatically triggering actions such as:
- Delivering training modules to agents during detected idle periods
- Adjusting break schedules based on current queue conditions
- Triggering voluntary time-off offers when volumes run below forecast
- Automating schedule change workflows based on intraday variance
Co-CEO Structure (2024)
In 2024, Intradiem named Jennifer Lee as President and Co-CEO, with McConnell continuing as Founder and Co-CEO. Under this structure, McConnell focuses on technical innovation and the company's AI strategy, while Lee oversees operational execution. McConnell has described his current focus as "making this company a true enabler for the effective and safe use of AI alongside our customers' human workforces."[3]
Key Contributions
Real-Time Automation Category Creation
McConnell's primary contribution is creating the category of real-time workforce automation. Before Intradiem, the concept of an automated system that processes contact center data in real time and takes immediate action — without human intervention — did not exist as a product category. McConnell conceived it, built it, and educated the market to adopt it.
Variance Harvesting
The concept of Variance Harvesting — systematically identifying and recapturing the productive time lost to variance between forecast and actual contact center conditions — is central to Intradiem's value proposition and to McConnell's intellectual contribution to WFM. Every contact center has idle time that occurs when volumes run below forecast or when handle times run shorter than expected. Intradiem's platform detects this variance in real time and automatically fills it with productive activities.
Bridge Between Planning and Execution
McConnell's work addresses what is arguably the most significant gap in the WFM workflow. Traditional WFM covers planning (forecasting, staffing, scheduling) and retrospective analysis (reporting, adherence tracking). Intradiem fills the space between — the real-time execution layer that ensures plans translate into outcomes. This bridge between planning and execution has become increasingly recognized as essential, and other WFM vendors have begun building real-time capabilities in response to the category Intradiem created.
AI-Driven Workforce Optimization
More recently, Intradiem has expanded into AI-driven capabilities including real-time burnout prediction and intelligent automation that goes beyond rule-based triggers. McConnell has positioned the company at the intersection of WFM and AI, arguing that real-time workforce data — combined with machine learning — can predict and prevent operational problems before they manifest.
Legacy and Impact
McConnell's legacy is the real-time automation layer that is now recognized as an essential component of enterprise contact center operations. The concept he pioneered — automated, real-time response to intraday variance — has influenced the roadmaps of WFM vendors, the expectations of enterprise buyers, and the operational practices of thousands of contact centers.
His 30-year tenure building a single company in a category he created demonstrates both the depth of the problem and the difficulty of solving it. Real-time automation requires deep integration with WFM systems, ACDs, and operational workflows — a technical and commercial challenge that took decades to mature.
Connection to Workforce Management
McConnell's work connects directly to Real-Time Operations, Variance Harvesting, and the emerging field of AI-driven workforce optimization. Intradiem sits at the execution end of the WFM workflow — the point where forecasts, staffing calculations, and schedules must translate into actual operational outcomes. For WFM practitioners, McConnell's contribution is the technology that makes their plans work in practice, not just on paper.
See Also
- Intradiem
- Intradiem and Real-Time Burnout Prediction
- Variance Harvesting
- Real-Time Operations
- Workforce Optimization
