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AI in CPG That Delivers ~4x ROI
Take the repetitive work off your team’s plate by deploying custom AI agents.
Designed by experts who have been part of CPG workflows for 25+ years.
Introduction
Custom Agentic AI in CPG
For years, Expertise Accelerated has helped organizations improve efficiency, reduce costs, and scale operations through its professional services.
Led by executives with deep experience in ERP implementation, process transformation, and operational leadership, we understand what it takes to drive meaningful business results.
Agentic AI is transforming CPG operations by helping teams recover time and protect margins at scale. That’s where WorkAgentic comes in.
WorkAgentic is the sister concern of Expertise Accelerated.
AI Workflow Specialists at WorkAgentic automate routine work through the deployment of AI Agents, while our team provides oversight, reviews outputs, manages exceptions, and ensures issues are resolved before they become problems.
By combining AI automation with experienced EA professionals’ support, we deliver both efficiency and reliability.
Book a Free AI in CPG Strategy Call
Our Client Portfolio
80%
Avg time-cost reduction per workflow
25+
Years of US-Industry Experience
< 4 wks
To first live agent on average
Zero
Additional IT infrastructure required
What We Do?
WorkAgentic Builds AI CPG Solutions for Smarter Workflows
Our experts deliver AI automation for CPG companies by designing and deploying custom AI agents that automate workflows across all departments and functions.
THE NEXT LAYER OF TRANSFORMATION
Most organizations have integrated systems, yet many critical workflows remain disconnected. Employees still spend significant time gathering information, reconciling data across platforms, managing exceptions, and coordinating decisions manually. These inefficiencies create hidden costs, delays, and operational bottlenecks.
THE PROBLEM
Hidden Cost of Inefficient Processes
Organizations have integrated systems but disconnected workflows.
THE FOUNDATION
Workflow Orchestration and Process Mapping
Coordination of people, systems, data, and decisions. Eliminate bottlenecks and standardize workflows.
Agentic AI
Al agents work across systems to:
Gather and validate data automatically
Reconcile information across platforms
Execute workflows and resolve exceptions
Generate reports and actionable insights
Monitor operations and flag risks in real time
Our approach begins with understanding and redesigning the workflow itself. By mapping how people, systems, data, and decisions interact, we identify bottlenecks and opportunities for automation. We then deploy Agentic AI solutions that work across existing systems to gather and validate data, reconcile information, execute workflows, resolve exceptions, generate insights, and monitor operations in real time.
The result is a more connected and intelligent operating environment that reduces costs, accelerates decision-making, improves accuracy, increases visibility, and enables organizations to scale without adding complexity or headcount.
BUSINESS OUTCOMES
Lower Costs | Faster Decisions | Improved Accuracy | Greater Visibility | Scalable Operations
AI SOLUTIONS
Built for Every Workflow That Touches Your Numbers
| Function | Al Agent Applications | Business Impact |
| Finance | Data extraction, reporting, variance analysis, KPI monitoring | Faster insights and better decisions |
| Accounting | Reconciliations, close management, accruals, exception handling | 12-day close → 5-day close |
| Supply Chain | Inventory visibility, forecasting, PO monitoring, vendor reconciliation | Reduced stockouts and excess inventory |
| Trade Spend / CPG | Deduction recovery, claim validation, retailer document transcription | Positive ROI on TPM Process: Recover invalid deductions |
| Operations | Reporting automation, workflow execution, exception monitoring | 90-minute process under 5 minutes |
THE BUSINESS CASE
Proven ROI. Delivered.
| Use Case | Company Size | Gross Savings | Hours Saved Annually | One-Time Expense | EA Resources Deployed | Net Saving | ROI | Payback |
| Function Automation | ||||||||
|
Trade Promotion Management View Full Case Study➝ |
$50M | $380,000 | N/A | - | $84,000 * | $296,000 | 3.5x | 3.4 Months |
|
Data Transcription Agent View Full Case Study ➝ |
$800M | $592,000 | N/A | $10,000 | $96,000 ** | $486,000 | 4.6x | 2.6 Months |
|
Cold Chain Monitoring View Full Case Study ➝ |
$150M | $136,000 | 480+ | $7,000 | - | $129,000 | 18.4x | 0.7 Months |
| Reports Automation | ||||||||
|
Inventory Report Automation View Full Case Study ➝ |
$250M+ | $44,000 | 520+ | $4,000 | - | $40,000 | 10x | 1.2 Months |
|
Revenue Share Automation View Full Case Study ➝ |
$30M | $73,800 | 960+ | $10,000 | - | $63,800 | 6.4X | 1.6 Months |
* Two offshore resources deployed by EA
** Four offshore resources deployed by EA
HAROON JAFREE, CPA
LEADERSHIP AND SCALING
WorkAgentic is built by someone who’s lived the workflows it automates. Haroon Jafree brings 25+ years of Fortune 100 finance and C-suite experience to every agent.
EXECUTIVE
TRAJECTORY
CPA and CA with Big Four roots. Started in Fortune 100 finance, then moved into CFO and COO roles at growth-stage companies, running finance and operations, not just advising.
BUSINESS TRANSFORMATION
Led ERP implementations and process reengineering at Fortune 100 companies, then applied the same discipline building finance and operations functions at growth-stage companies.
STRATEGIC COMPETENCIES
Deep process knowledge across finance, accounting, and operations. Built on one principle: grow the topline while cutting costs , not one at the expense of the other.
Don't Just Take Our Word For It
Read What Our Clients Are Saying
FREQUENTLY ASKED QUESTIONS
How does AI automation work for CPG finance and operations workflows?
We build custom AI agents that handle specific, repeatable tasks in your finance and operations workflows, including deduction processing, order entry, cash application, inventory reconciliation and allocation, transcription and exception handling.
Each agent works within defined rules your team controls. Most CPG brands go from kickoff to their first live agent within four weeks.
Is AI workflow automation right for a CPG brand between $5M and $200M in revenue?
Yes. The $5M to $200M revenue range is where AI automation delivers the highest ROI. At this stage, your transaction volume is high enough to create bottlenecks in deductions, order processing, and cash application. With a lean team, that bottleneck shows up fast.
Our engagements are scoped and priced for brands at this stage, not enterprise budgets.
How do AI agents stay accurate and avoid costly errors in CPG finance workflows?
Every agent operates within a set of rules your team defines and controls. You decide what each agent handles independently, what requires approval, and what gets flagged for human review before any action is taken.
Every action is logged in a full audit trail. For high-stakes decisions, human sign-off is built into the workflow by design.
How long does it take to see ROI from AI automation for CPG companies?
It depends on the workflows being automated. Deduction recovery and cash application automations typically show measurable return within 60 to 90 days. Cash application and order processing show efficiency gains within the first month. Forecasting improvements take one to two quarters.
We give every client a specific timeline based on their starting point instead of generic estimates.
How much does CPG AI automation cost?
The cost of CPG AI automation depends on your workflow complexity. WorkAgentic structures engagements on a time-and-materials or success-fee basis, where compensation is tied to proven savings. There is no packaged product or fixed license fee.
We stay engaged until your solution is live and delivering value. Our CPG clients have consistently achieved a minimum of 3x ROI by automating high-impact workflows. A short discovery call is the best way to estimate the investment for your business.
How does agentic AI integrate with the ERP and accounting systems a CPG brand already uses?
No system migration is required. Our agents are built to connect with your existing platforms, including NetSuite, SAP, QuickBooks, and Sage. Your team keeps the tools it already knows. The agents handle the work that currently falls between those tools.
What is the difference between custom AI agents and off-the-shelf AI tools for CPG companies?
Off-the-shelf platforms are built for general use. They are not designed around CPG-specific workflows, retailer relationships, or trade structures. Custom agents are built around your operation specifically, so the deduction matching logic, financial reports, and cash application workflows reflect how your business runs. Generic tools require you to adapt to the software. Custom agents adapt to you.
Live Within Four Weeks
Most CPG businesses have their first automated workflow running within four weeks. The solution works with your existing systems, so you can start seeing measurable results without replacing the tools your team already uses.
Built Around Your CPG Operations
Every workflow is designed around how your business operates. Whether it’s retailer deductions, trade spend, supply chain processes, or finance workflows, the solution fits your existing operations instead of forcing your team to adapt to a generic platform.
Your Team Stays in Control
Automation follows the rules, approvals, and controls your business already has in place.
Important decisions stay with your team, while every action is recorded through a complete audit trail. You decide which tasks run automatically and which require review.
More Time for Finance and Operations Teams
Deduction processing, order entry, cash application, inventory reconciliation and exception handling can run automatically in the background.
This allows finance and operations teams to spend less time on manual work and more time reviewing exceptions, solving problems, and supporting business decisions.