Agents
Dynamic Suggestion AI Agent

Dynamic Suggestion AI Agent

AI-powered discount optimization agent that identifies slow-moving products and applies customer-specific discount strategies based on stock age, while protecting profit margins.

Discount Suggestion AI Agent | Profit Margin Protection
Details
DEPARTMENT
TOOLS / INTEGRATIONS
Shopify
Snowflake
NetSuite
Salesforce
PARTNERS
GWC DATA.AI
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The Discount Suggestion AI Agent automatically identifies slow-moving products and generates targeted discount strategies based on stock age and sales performance. By syncing inventory data with customer profiles, the agent ensures that discounts are applied only when necessary to drive turnover without eroding overall profitability. It provides a data-driven alternative to manual pricing guesswork, allowing teams to move stagnant stock efficiently while maintaining strict pricing floors.

Benefits

  • Accelerated Inventory Turnover: Quickly move aging products to free up warehouse space and capital.
  • Protected Profitability: Maintain healthy margins by enforcing minimum price floors on all recommendations.
  • Data-Driven Precision: Replace manual "gut-feeling" discounts with logic based on real-time sales performance.
  • Increased Sales Efficiency: Free up teams from manual pricing tasks so they can focus on high-value account management.

Problem Addressed

B2B organizations and retailers often face revenue loss due to inefficient inventory turnover and manual pricing errors, including:

  • Stagnant Inventory: Revenue tied up in products where 60% or more remain unsold past their target deadlines.
  • Margin Erosion: One-size-fits-all discounting that cuts into profit margins unnecessarily.
  • Manual Guesswork: Sales teams relying on subjective estimates rather than real-time stock-age data for pricing.
  • Inconsistent Strategies: Lack of personalized discounting for different customer tiers or product categories.

What the Agent Does

The agent serves as a continuous pricing auditor that identifies aging stock and recommends optimal discount levels:

  • Monitors Stock Age: Automatically flags products exceeding specific shelf-life thresholds (e.g., 60+ days).
  • Applies Tiered Logic: Generates discount recommendations based on the age of the product and the customer type.
  • Enforces Pricing Floors: Ensures every suggested discount respects pre-defined profit margin thresholds.
  • Segments Customers: Tailors pricing strategies to specific customer groups to maximize the likelihood of conversion.

Standout Features

  • Stock-Age-Based Discount Tiers: Automatically escalates discount depth as products age past specific milestones.
  • Customer-Specific Strategies: Delivers personalized offers based on historical buyer behavior and segments.
  • Automated Margin Protection: Built-in safeguards that prevent discounts from dropping below a set profit percentage.
  • Real-Time Price Enforcement: Continuously updates recommendations as inventory levels and sales data change.

Who This Agent Is For

This agent is designed for inventory managers, pricing analysts, and RevOps teams in B2B or retail environments.

Ideal for:

  • Organizations managing large catalogs with varied product lifecycles.
  • Teams struggling with high volumes of "dead stock" or slow-moving items.
  • Revenue leaders who want to standardize discount policies across global sales teams.

Frequently asked questions

How does the agent identify slow-moving products?

The agent monitors your inventory levels and sales velocity in real-time. It specifically flags products as "stagnant" when they meet pre-defined criteria, such as having 60% or more of the stock remain unsold after a specific deadline.

How are discount tiers calculated?

Discounts are calculated based on a combination of product age and customer segment. The agent uses tiered logic to increase the discount percentage as the product stays in inventory longer, while ensuring the offer stays attractive to the specific type of buyer.

Will this agent lower my prices too much?

No. The agent includes mandatory margin protection features. It only suggests discounts that stay above your specified minimum price floors and profit margin thresholds, ensuring your business remains profitable.

Can I customize discount strategies for different customers?

Yes. The agent supports customer-type-specific strategies, allowing you to offer different incentives to high-volume buyers versus occasional customers while using the same inventory data.

Does this agent replace my pricing team?

The agent acts as a "copilot" for your pricing and inventory teams. It automates the repetitive task of identifying aging stock and suggesting prices, allowing your team to focus on high-level strategy and manual overrides for key accounts.

Classification
App Studio
Workflows
Magic ETL
Agent Catalyst