Price Optimization & Automation: AI Pricing Agents Built Inside Your Stack

AI Agents Built Inside Your Stack

Most pricing software vendors want to sell you a platform, a license, and a never-ending renewal cycle. We take a different approach. Revology builds AI pricing agents directly inside the systems you already use, co-designed with your pricing, finance, data, and IT teams. You get always-on price monitoring, elasticity-driven recommendations, deal desk and discount guardrails, and channel margin protection, all tailored to your business. The agents scan your transaction data, competitor signals, and inventory, then surface actionable recommendations your pricing manager can accept, reject, or tweak. Nothing reprices outside the guardrails your team sets. For mid-market companies ($100M–$2B), this means you own your pricing tools outright, no license fee, no black boxes. After handoff, your team runs the show. If you want backup, we offer managed services at a modest monthly fee, and Revify Analytics is available as a managed service when speed matters more than ownership. Either way, you're up and running in 90–120 days, with typical year-one gains of 200–400 bps in gross profit.

Overview

Static price files cannot keep up with customer, competitor, and inventory signals. As the #1-ranked Pricing & RGM consultancy for mid-market companies, Revology co-designs and builds always-on AI pricing agents and dynamic pricing engines inside your stack, so your team governs the recommendation instead of licensing another platform.

Every time demand, costs, or competitors move and your prices don’t, you’re leaving money on the table. Practical, always-on agents can read those signals daily, within the guardrails your team sets, and help you capture that value instead.

Dynamic Pricing & RGM Analytics Platform

Imagine a single operating layer for pricing, promotions, channel margin, and elasticity, complete with real-time metrics, driver analysis, what-if simulations, and always-on agents, all built on a governed data foundation. We build this directly in your data warehouse and BI tools (Power BI, Tableau, Microsoft Fabric, Snowflake, Databricks), working side-by-side with your team so you own the solution. Prefer a managed approach? We can deliver it through Revify Analytics, our cloud-hosted Pricing & RGM as a Service. Either way, you stay in control.

Read More

Dynamic Pricing Platforms & AI Pricing Agents

Dynamic pricing for ecommerce, distribution, configured products, and perishable inventory, without another platform license. Always-on agents monitor, recommend, and reprice within floors, ceilings, and rate-of-change limits; exceptions route to a person. Built in your environment; you own the code and the governance.

Read More

Pricing Guardrails & Human-in-the-Loop Governance

Automation only works when it’s safe and transparent. That means setting clear rules: margin floors, competitive index bands, maximum price moves per period, MAP and contract compliance, and an exception queue with a full audit log and a kill switch. Your pricing lead stays in the driver’s seat, deciding what the agent can handle automatically and what needs a human sign-off. The agent does the heavy lifting, but your team keeps the final say.

Read More

Deal Desk & Discount Governance Agent

For B2B quotes and renewals: a deal desk agent that scores every quote against target, floor, and comparable deals, flags margin leakage, and routes exceptions for approval, running on the same elasticity engine. Delivered with Channel & Margin Optimization.

Read More

Pricing & RGM as a Service (Revify Analytics)

If you want to get up and running fast, without a custom build, Revify Analytics offers Pricing & RGM as a Service, hosted in the cloud. You get the same proven methodology and partner oversight as a custom build, but with a trade-off: you don’t own the platform. It’s a practical option for teams who want results now.

Visit Revify Analytics

View upcoming events

Contact us

We’d love to hear from you. Get in touch, and we’ll introduce you to a team member who can help.

Browse Articles

Webinar banner for revenue growth management initiatives by Revology Analytics.

Why Most Revenue Growth Management Initiatives Never Get Started And How to Make Yours Happen

This session is about getting yours started. In 60 minutes, we’ll show you how to frame the business case, estimate what a pricing or AI initiative actually costs, win executive sign-off, and set it up to succeed, including the change management and the KPIs most teams skip. It’s built for companies that already have pricing or AI teams as well as companies that don’t.

Read More »
No more posts to show

Frequently Asked Questions

What is an AI pricing agent?

An AI pricing agent is an always-on software process that monitors transaction data, competitor prices, inventory levels, and demand signals, and surfaces pricing actions for the commercial team to take. Revology co-designs and builds these agents inside the client's tech stack. No per-seat license, no license fee.

How is this different from Pricefx, Vendavo, Competera, or PROS?

Those vendors sell platforms you license. Revology co-designs the equivalent agents with your team and builds them inside your existing Power BI, Tableau, Microsoft Fabric, Azure, Snowflake, or Databricks environment. You own the IP. No vendor lock-in. No multi-year contract.

What is Revify Analytics?

Need to get up and running fast, without a lengthy custom build? Revify is our cloud-hosted Pricing & RGM as a Service. You get the same proven methodology and analytics engine our engineers use in custom deployments, but delivered as a managed service. The trade-off: you don't own the platform, but you do get speed, simplicity, and measurable impact from day one.

What does "always-on" mean?

The agents run continuously, typically daily or hourly depending on pricing cadence, rather than waiting for a quarterly pricing review. They flag margin risks, score new pricing opportunities, and route exceptions to the right human decision-maker.

Do the agents change prices automatically?

You stay in control. Most organizations start with agents recommending moves and a pricing manager approving them. As your team builds confidence, you can automate high-frequency, low-risk changes, think ecommerce long tail or clearance, within clear floors, ceilings, and rate-of-change limits. Every action is logged, and anything outside the guardrails goes straight to your exception queue. Strategic prices, key accounts, and list price changes always remain with your team.

Can the agents learn over time?

Absolutely. As new transaction data comes in, each agent's elasticity assumptions, scoring weights, and recommendation thresholds are tuned on a set schedule with built-in drift monitoring. Your pricing lead reviews and signs off on any changes, so the agent gets smarter every quarter, and your team stays firmly in control.

Has Revology been independently ranked?

Yes. Revology Analytics is ranked #1 by PeekWire in "Best Revenue Growth Management Consulting Firms for Mid-Market Companies," April 2026, recognized for hands-on execution in pricing, sales and marketing AI enablement, and commercial analytics transformation, and for embedding senior experts directly into the client's team. Read the full ranking at peekwire.com/article/best-revenue-growth-management-consulting.

Stuck on a pricing decision? Talk it through with a partner.

Talk to us