Digital Workforce

Building a digital workforce requires more than onboarding technology. These resources cover how businesses design roles, coordinate human and digital workers, and manage a blended workforce at scale.

Human-in-the-Loop
5 minutes

Human-in-the-Loop (HITL) Is the Coaching Mechanism

Transform human-in-the-loop into an active coaching discipline. Learn how Asymbl's Coach phase helped one digital SDR deliver a 3,789% program ROI.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
August 5, 2026
Digital Workforce
Workforce Orchestration
AI ROI
Human and Digital Workers
Talent Acquisition
Blog hero image for Quick Win AI or Transformation AI
5 minutes

The AI Project Quadrant: Mapping Every AI Investment You've Been Pitched

The AI Project Quadrant maps every AI investment against ROI and maturity. Here's the sharper question to ask every vendor on your list.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
July 8, 2026
Artificial Intelligence
Asymbl
Digital Workers
Digital Workforce
Workforce Orchestration
Blog hero image for AI Data Quality and Governance
5 minutes

AI Data Quality: Readiness, Mapping, and Governance Guide

AI data quality is the foundation of a hybrid workforce. A guide to readiness, mapping, and governance for AEs and business decision makers. AI data quality determines whether your digital workers ship outcomes or amplify the mess. A guide to readiness, mapping, and governance.

Patrick Bowen, Senior Director of Data Technology at Asymbl
Patrick Bowen
June 30, 2026
Artificial Intelligence
Asymbl
Digital Workers
Digital Workforce
Workforce Orchestration
Blog hero image for Rebuilding Workforce Capacity
5 minutes

The AI Maturity Framework: Moving from Automation to Intelligent Orchestration

Move beyond basic AI automation. Learn how Asymbl’s DLVP framework drives 37x ROI through Intelligent Orchestration for the modern hybrid workforce.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
June 25, 2026
Artificial Intelligence
Asymbl
Digital Workers
Digital Workforce
Workforce Orchestration
Getting started with digital labor guide illustration
6 minutes

Digital Labor Strategy: 10 Rules for Business Leaders

Digital labor strategy is where AI experiments turn into real workforce results. Brad Owens shares 10 rules for business leaders.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
June 18, 2026
Asymbl
Future of Work
Digital Workforce
Human and Digital Workers
Digital Labor
More intelligent hiring with AI illustration
5 minutes

AI-Driven Recruitment: 10 Rules for Smarter Hiring

Chris Davis shares 10 rules for hiring teams ready to work smarter with AI, without overhauling everything at once.

Chris Davis, Chief Product Officer at Asymbl
Chris Davis
June 4, 2026
Artificial Intelligence
Asymbl
Future of Work
Digital Workforce
Human and Digital Workers
Naming your AI agents blog illustration
5 minutes

Naming Your AI Agents: Why Identity Matters in a Hybrid Workforce

Why does AI adoption feel uncomfortable? See how naming digital workers can bridge the gap and build operational trust.

Lauren Esposito, Chief Marketing Officer at Asymbl
Lauren Esposito
June 9, 2026
Artificial Intelligence
Agentforce
Asymbl
Future of Work
Digital Workforce
Asymbl blog illustration
5 minutes

How to Measure AI ROI: A Framework for Outcomes-Based AI Implementation

Discover how outcomes-based thinking and Asymbl's Design, Onboard, Coach framework turn AI investments into measurable workforce ROI.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
May 21, 2026
Artificial Intelligence
Asymbl
Future of Work
Digital Workforce
Human and Digital Workers
Asymbl blog hero image
6 minutes

Asymbl Rebrands Company In 4 Months With A Hybrid Workforce

Asymbl's 3-person marketing team rebranded and repositioned the company and produced 100+ assets in 4 months. Here's how digital workers made a brand refresh with AI possible.

Lauren Esposito, Chief Marketing Officer at Asymbl
Lauren Esposito
May 19, 2026
Artificial Intelligence
Asymbl
Future of Work
Digital Workforce
Human and Digital Workers
Staffing industry illustration
5 minutes

The Staffing Industry Has 18 Months to Figure This Out

The labor market has flipped. For staffing firms, the new competitive ceiling is orchestrating human and digital workers as one operation.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
April 20, 2026
Human and Digital Workers
Workforce Orchestration
Artificial Intelligence
Digital Workforce
Digital Labor
Brain illustration representing AI and digital intelligence in staffing
5 minutes

The Brain of Workforce Orchestration

Organizational memory is the layer that makes digital workers coherent. Learn how to build the brain before you need it.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
April 10, 2026
Human and Digital Workers
Workforce Orchestration
Artificial Intelligence
Salesforce
Digital Workforce
Meet Ben, Asymbl's digital worker
6 minutes

Meet Ben: Here's What Managing AI Like an Employee Actually Looks Like

Ben, Asymbl's digital worker, shares what managing a digital employee looks like. Training plans, KPIs, and real mistakes included.

Ben, Asymbl's AI digital worker
Ben, Business Analyst Digital Worker
April 13, 2026
Artificial Intelligence
Salesforce
Digital Workforce
Digital Labor
Staffing
Asymbl platform screenshot

Why Recruiters Should Be Running Talent on Their Business OS and Not Another Point Solution

Recruiting deserves infrastructure, not heroics. See how unified talent operations unlock forecasting, automation, and scale on Salesforce.

Derek Jamieson, VP of Product at Asymbl
Derek Jamieson
February 5, 2026
Innovation
Salesforce
Agentforce
Digital Transformation
Future of Work
Asymbl blog post illustration
5 minutes

Workforce Orchestration: What It Is and Why It Changes Everything

Workforce orchestration is how an organization designs, manages, and scales a blended workforce of human and digital workers.

Brandon Metcalf, CEO and Founder of Asymbl
Brandon Metcalf
October 25, 2025
Digital Labor
Digital Workers
Digital Transformation
Digital Workforce
Future of Work
Why we call it digital labor blog illustration

What Is Digital Labor and Why It's Not the Same as AI Agents

Salesforce built sound AI architecture. Most companies deploy it wrong. Asymbl's workforce orchestration approach treats digital labor like talent, delivering measurable ROI where IT projects fail.

Brandon Metcalf, CEO and Founder of Asymbl
Brandon Metcalf
December 30, 2025
AI in Business
Corporate Recruiting
Digital Labor
Digital Workers
Digital Workforce
Asymbl hero section illustration

Human Workforce Orchestration: Why a People-First Approach Wins

Digital labor fails without humans at the center. Learn why workforce orchestration requires human oversight to unlock productivity and avoid costly risks.

Greg Symons, President, COO, and Founder of Asymbl
Greg Symons
November 20, 2025
Corporate Recruiting
Digital Labor
Digital Transformation
Digital Workers
Digital Workforce
Asymbl blog illustration
5 minutes

The SaaSpocalypse Isn't About Software. It's About Work.

The real issue isn’t what AI tools we buy. It’s how work itself is designed, managed, and measured when part of the workforce is no longer human.

Brandon Metcalf, CEO and Founder of Asymbl
Brandon Metcalf
March 17, 2026
Artificial Intelligence
Innovation
Digital Transformation
Digital Workforce
Human and Digital Workers
Asymbl blog hero image
5 minutes

The 2026 Staffing Dilemma: When More Applications Mean Less Talent

AI made hiring signals cheap and turned recruiters into investigators. The competitive edge now belongs to firms that engineer proof into the system.

Greg Symons, President, COO, and Founder of Asymbl
Greg Symons
March 25, 2026
Staffing
Agentforce
Salesforce
Digital Transformation
Future of Work
Recruiting software comparison illustration

Recruiting Software: From ATS to Hybrid Workforce

Asymbl logo favicon
Asymbl Marketing
September 3, 2025
Corporate Recruiting
Asymbl
Digital Workforce
Salesforce
Talent Acquisition
Reskilling for relevance in the orchestrated workforce illustration

Reskilling for Relevance: The New Core Skills of the Orchestrated Workforce

When digital workers join your org chart, who's accountable? Discover the new core skills employees and leaders need inside coherent, hybrid workforces that amplify human growth.

Chris Davis, Chief Product Officer at Asymbl
Chris Davis
March 17, 2026
Artificial Intelligence
Innovation
Future of Work
Digital Workers
Digital Workforce
Asymbl blog hero image
5 minutes

Rebuilding Workforce Capacity: Why Organizations Must Shift From Vertical Optimization to Holistic Design

How Agentforce enables workforce orchestration at scale by turning AI into digital labor, freeing humans for judgment, leadership, and system design.

Derek Jamieson, VP of Product at Asymbl
Derek Jamieson
March 27, 2026
AI in Business
Artificial Intelligence
Agentforce
Salesforce
Digital Transformation
Asymbl blog post illustration

How to Measure Digital Labor ROI

Discover how 2D human productivity becomes 3D with digital labor. Measure digital labor ROI using cost-to-hire, time-to-fill, productivity gains, and quality outcomes.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
December 3, 2025
AI in Business
AI ROI
Big Data
Digital Labor
Digital Workforce
Asymbl blog hero image

Orchestration Was Always the Point. Now It Goes Even Further.

Enterprise AI failures aren't model problems; they're orchestration problems. Discover the 4 layers of AI value and why workforce orchestration is the key to ROI.

Brandon Metcalf, CEO and Founder of Asymbl
Brandon Metcalf
February 9, 2026
Artificial Intelligence
Innovation
Salesforce
Agentforce
Future of Work
Onboarding digital labor playbook illustration
6 minutes

Digital labor onboarding for leaders building hybrid workforces

Discover Asymbl’s three-step framework for orchestrating a hybrid workforce with human and digital labor to drive meaningful business impact through speed, productivity, and agility.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
October 24, 2025
Digital Transformation
Digital Workers
Digital Workforce
Future of Work
Human and Digital Workers
Asymbl blog post illustration

Workforce Orchestration in Recruiting: A Guide for Corporate TA Teams

Corporate recruiting overload isn’t solved by more AI tools; it requires workforce orchestration. Learn how a hybrid workforce of digital and human teammates transforms end to end talent acquisition at scale.

Chris Davis, Chief Product Officer at Asymbl
Chris Davis
December 16, 2025
AI in Business
Applicant Tracking System
Artificial Intelligence
Corporate Recruiting
Digital Workers
Asymbl blog illustration

Context Graphs: The Missing Layer Between Data and Autonomous Work

Context graphs help you debug autonomy by capturing decision traces. Learn why organizational memory, context graphs, and decision trees are essential for AI to deliver autonomous work.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
February 26, 2026
Artificial Intelligence
Big Data
Innovation
Asymbl
Digital Transformation
Asymbl blog illustration

How to Build a Digital Labor Strategy for Your Organization

Here's the playbook for capturing the $13T digital labor upside by 2030: design hybrid teams strategically or risk chaos.

Brad Owens, VP of Digital Labor Strategy at Asymbl
Brad Owens
January 27, 2026
AI in Business
Artificial Intelligence
Corporate Recruiting
Digital Labor
Digital Workforce
Asymbl call-to-action banner
6 minutes

Asymbl's Journey to 40% Digital Workforce and Seeing Results

Asymbl outlines specific workforce orchestration use cases on how they implemented over 60 digital workers in 8 weeks who are orchestrated alongside human workers with a goal of reaching 40% digital labor in 2026.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
October 23, 2025
Agentforce
AI in Business
AI ROI
Artificial Intelligence
Asymbl
Asymbl blog SEO hero image

Agentforce ROI: Why Orchestration Is the Gap Between Pilots and Results

Maximize your Agentforce investment with workforce orchestration. Turn AI agents into digital workers that operate in the flow of work and deliver results.

Shivanath Devinarayanan, Chief Digital Labor and Technology Officer at Asymbl
Shivanath Devinarayanan
December 30, 2025
Agentforce
AI in Business
AI ROI
Artificial Intelligence
Big Data
AI candidate screening process illustration

AI Candidate Screening: Designing a Hybrid Hiring System

Asymbl logo favicon
Asymbl Marketing
September 2, 2025
Applicant Tracking System
Asymbl
Corporate Recruiting
Digital Workers
Digital Workforce

The Right Fit Starts With a Conversation.

See what working together could look like.

Two stylized open mouths with visible teeth and tongues, showing blue shadow below each mouth.