AR Transformation & DSO Reduction

AI and Automation, Used with Judgment

There's a difference between automation and AI, and knowing which to use where is what makes a collections operation both efficient and sound. We automate the routine, dunning sequences, cash matching, and reporting, so your team's time goes to the accounts that need judgment. We apply AI to predict and prioritize, scoring accounts by likelihood to pay and surfacing risk early.

And we build with AI: we designed an AI-assisted collections workflow in Salesforce using Claude as a development partner, and we use GPT and Claude as a decision-support layer, always tested against a proven, rules-based methodology.

We are not engineers, and we don't pretend to be. We understand the business problem, see where AI can help, and translate that into a workflow that can actually be built, with the human judgment and controls that credit and collections require.

✔ AI to predict and prioritize accounts; automation to execute the routine

✔ AI-assisted workflow design in Salesforce, with a development partner

✔ AI decision-support, validated against a rules-based methodology

✔ AI-powered Q&A built into our training courses

AI Consulting Framework: 3-Step Process

Step-01: AI Collections & AR Assessment

✔ Identify inefficiencies in current AR & collections processes
✔ Assess pain points, compliance risks, and AI adoption readiness
✔ Audit existing tools & software for what can be automated safely
✔ Collect the account data needed to score and prioritize accurately

step-02: AI-Powered Strategy & Implementation Plan

✔ Design a custom AI and automation workflow roadmap
✔ Identify the right tools for each job, prediction, execution, and compliance
✔ Create a phased AI adoption strategy for seamless implementation
✔ Present a custom proposal linking AI to the company’s business challenges

step-03: AI Deployment Oversight & Training

✔ Oversee implementation, partnering with your vendors and systems team
✔ Train AR teams on AI-driven collections tools & automation workflows
✔ Tune the scoring and escalation rules for improved recovery rates & compliance
✔ Provide post-implementation analysis & performance tracking

AI Solutions

AI Collections Readiness Consultation

To evaluate your current AR processes and identify opportunities for AI integration.

Custom AI Strategy Development

AI Collections Readiness Consultation

Tailored AI implementation plans that address specific Client challenges in collections and receivables management.

Full AI Implementation & Training

AI Collections Readiness Consultation

Full AI Implementation & Training

End-to-end support in deploying AI solutions and training staff to ensure seamless adoption and operation.

Maximize Collections. Minimize Effort,

Our signature program is built to streamline your receivables process from end to end. WPC uses a signature 3-step optimization method:
1. Assess.

2. Automate.

3. Activate.

We start with a full audit of your People, Process, Product, and Performance, then deliver a clear roadmap with automation recommendations, team training, and hands-on implementation support.

Both are designed to help you "Maximize Collections and Minimize Effort".

Let’s Talk Receivables

Receivables Reimagined

Walker Pyles is the bridge between "AI promises" and real business outcomes.

We don't just talk about automation - we implement it where it counts.

- Maximize collections

- Reduce manual effort

- Gain real-time cash flow insights

We vet the best AI tools, apply them strategically to Accounts Receivable, and design solutions tailored to your business, including AI automation, efficiency-enhancing processes, and debt collections training.

Explore Our Services

Our experience

At Walker Pyles Consulting, we bring over 20 years of industry expertise in Accounts Receivable, Collections Strategy, and Financial Optimization.

Our team has worked with Fortune 500 companies, managing portfolios exceeding $1 Billion in a diverse mix of industries.

Founded by ex-Big 4 consultants and supported by finance, analytics, and operations experts, we bring AI, automation, and analytics into AR management where each one earns its place, so businesses enhance financial performance.

AI-Driven Receivables Optimization

AI and Automation, Used with Judgment