Governed AI Workforce Management
Pedagogue Systems builds governed, auditable AI infrastructure for the staffing industry. The database is the product. AI works for the humans.
THE PROBLEM
The typical mid-market staffing firm runs on 5 to 12 disconnected systems. Separate tools for recruiting, compliance, timekeeping, payroll, and client management, none sharing a data foundation. Every report requires a manual merge. Every acquisition restarts the integration clock.
AI vendors are bolting machine learning onto this broken architecture and calling it innovation. Without a shared data layer, there is nothing to govern, nothing to audit, and no way to explain a decision to the person it affects.
The result is margin leakage, compliance exposure, and AI that nobody trusts. The industry does not need another point solution. It needs a foundation.
OUR APPROACH
Pedagogue Systems is built on a principle we call governed autonomy. AI executes routine work. Humans govern consequential decisions. The system is designed so that neither side operates without the other.
Governance at the data layer
Business rules are enforced in the database, not the application. Compliance is structural, not behavioral.
Every action auditable
Full audit trail on every transaction. Every AI decision includes reason codes. Every outcome is explainable.
Human override by design
Operators can intervene on any consequential decision. The system surfaces exceptions; people resolve them.
Built for the real workflows
Designed by people who ran staffing operations for decades, not by outside observers theorizing about the industry.
THE PLATFORM
Cassion
Data Foundation
The system of record for the staffing lifecycle. Manages clients, workers, job orders, assignments, credentials, and financial transactions within a governed, auditable data layer.
Pedagogue Console
Operator Governance
The operating interface where human operators monitor the system, review exceptions, approve decisions, and maintain oversight of autonomous operations.
Maimonides
Matching & Intelligence
Explainable AI matching. Every recommendation includes reason codes. Every outcome is overridable. The matching engine operates within the same governed environment as everything else.
Almanak
Worker Experience
The worker-facing layer for credentials, assignments, pay, and career management. Practical knowledge that helps people navigate their own path.
FOUNDED BY OPERATORS
Chris Loope
Founder & CTO
Nearly thirty years in staffing technology. Served as CIO and Chief Digital Officer at EmployBridge, then CIO and Chief Strategy Officer at BGSF (NYSE). Scaled operations from $250M to $3B. Member of the ASA Technology Taskforce.
Nycole Rosen
Founder & COO
More than 25 years in staffing operations and technology. Twenty years at EmployBridge, progressing from receptionist through technology leadership. VP of Technology and CIO at BGSF (NYSE), leading 25+ concurrent technology projects and consolidating 6+ CRMs to Salesforce. PMP, CSM, CCMP, and Lean Six Sigma Green Belt.
Featured In
OUR STORY
Pedagogue Systems was founded by Chris Loope and Nycole Rosen, whose working relationship goes back to 2011 at EmployBridge. Together they have led platform builds, technology transformations, and post-acquisition integrations across organizations from $250M to $3B. They built Pedagogue Systems because the staffing industry needs governed AI infrastructure, and no one else was building it the right way.
TRACK RECORD
$300M to $3B
Scaled EmployBridge over a decade
EmployBridge
$2B acquisition integrated
18-month post-merger integration
EmployBridge
35-project transformation
Digital transformation program at BGSF (NYSE)
BGSF
6+ CRMs consolidated
Nycole led CRM consolidation to Salesforce at BGSF
BGSF
ASA Technology Taskforce
Current member
American Staffing Association
Our work has been covered by BGSF Investor Relations, Nasdaq, Dallas Business Journal, ToggleMAG, Velosio, and Salesforce Dreamforce.