Dun & Bradstreet
Dun & Bradstreet | Data and AI

Embedded AI

Verified Intelligence, Working Inside Every Workflow

Embedded D&B.AI capabilities bring the power of the D&B Commercial Graph™ directly into the products your teams already use. From a prompt window that understands your portfolio to AI-driven insights surfaced right where decisions happen, every capability is anchored in trusted data, governed context, and the Dun & Bradstreet D‑U‑N‑S® Number.

Accelerate Your Workflows with AI Embedded

Every embedded D&B.AI capability is purpose-built for its product, grounded in the D&B Commercial Graph, governed by enterprise controls, and designed to keep humans in control of every decision.

Ask a question in plain language and get an answer built on trusted Dun & Bradstreet data. A prompt window is embedded within D&B Risk Analytics, D&B Hoovers, and D&B Finance Analytics, so you can analyze risk, research accounts, evaluate credit decisions, and initiate actions without leaving the workflow you're already in. Responses are grounded in the D&B Commercial Graph, with transparency into the data sources behind each answer.

Embedded AI Built for Transparency, Control, and Accountability

Built into the products your teams already use, our AI capabilities help support transparency, accountability, and control across AI-enabled workflows.

Every Answer Sourced & Traceable

See the sources and reasoning behind AI-generated answers to support explainable, auditable, and defensible decisions.

Role-Aware Permissions Enforced

Maintain entitlement controls so users and AI systems can only access information within established permissions and data boundaries.

Human-in-the-Loop Controls

Keep human judgment and oversight at the center of AI-assisted analysis, decisions, and actions.

Responsible AI Governance

Maintain transparency, oversight, and policy alignment across AI-enabled workflows and decisions.

What Embedded D&B.AI Looks Like for Every Team

Be Better Prepared for Prospect Meetings

The prompt window in D&B Hoovers helps sellers research accounts, understand buying signals, and identify why an opportunity matters, directly inside their workflow.

Inside: D&B Hoovers

For Sales

Build ABM Audiences from a Single Workspace

Embedded D&B.AI capabilities in D&B Hoovers Audience Builder combine firmographic, technographic, and intent data to help marketers identify target accounts and activate high-value audiences with greater precision.

Inside: D&B Hoovers Audience Builder

For Marketing

Screen, Verify, and Assess Risk in Minutes

The prompt window in D&B Risk Analytics lets compliance analysts initiate screenings, retrieve entity context, assess risk, and generate compliance decision reports through natural language, all anchored in deterministic risk logic and policy-aligned controls.

Inside: D&B Risk Analytics Compliance Intelligence

For Compliance

Get a Monday-Morning Supplier Risk Briefing

Embedded D&B.AI capabilities in D&B Risk Analytics help procurement teams verify and assess suppliers, monitor risk, and identify portfolio-level exposure through risk signals, ownership insights, and financial health indicators.

Inside: D&B Risk Analytics Supplier Intelligence

For Procurement

Decide Credit & Prioritize Collections in Real Time

The prompt window in D&B Finance Analytics helps you evaluate credit decisions using trusted business intelligence, your policy context, and risk indicators, with sourced reasoning you can bring to your credit committee.

Inside: D&B Finance Analytics

For Credit & Collections

Stop Concentrated Credit Risk Before It Becomes A Problem

The prompt window in D&B Finance Analytics surfaces portfolio-level exposure by industry, region, and corporate family, and flags where risk is clustering so finance teams can act before thresholds are breached.

Inside: D&B Finance Analytics

For Finance

Products with Embedded AI

Embedded D&B.AI capabilities are purpose-built inside each Dun & Bradstreet product to power faster decisions, surface relevant insights in seconds, and keep every workflow governed and auditable.

D&B Risk Analytics - Compliance Intelligence

Analyze risk, screen entities, and automate due diligence decisions inside a governed platform built on deterministic risk logic. Embedded D&B.AI capabilities, including the prompt window, AI-driven risk analyzers, and AI-assisted workflows, help compliance teams move from insight to defensible action without breaking context.

Embedded Capabilities:

✓ Prompt window for natural-language risk analysis and action initiation.

✓ AI analyzers across Corporate Linkage, Control & Ownership, and UBO views. 

✓ AI-assisted screenings, evaluations, tagging, and reporting.

✓ MCP connector for governed, callable access from enterprise AI systems.

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D&B Risk Analytics - Supplier Intelligence

Monitor suppliers and surface supply chain risk across multi-tier networks. The prompt window helps procurement risk teams retrieve portfolio context, prioritize emerging signals, and initiate evaluations, all within a single view that preserves policy alignment. 

Embedded Capabilities:

✓ Prompt window for supplier risk queries and portfolio triage

✓ AI-driven insights across supplier entity views and risk reports

✓ Identify and evaluate priority suppliers faster

✓ Surface and prioritize risk signals across the supply chain

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D&B Hoovers

D&B Hoovers helps sales and revenue teams identify, prioritize, and act on buying signals with trusted company and contact data, buyer intent, trigger events, and embedded AI across their workflows. Transform signal overload into actionable guidance so sellers can identify opportunities sooner, engage at the right time, and have more relevant conversations that drive revenue.  

Embedded Capabilities:

✓ Trusted D&B Hoovers intelligence delivered via MCP across your AI tools and agent workflows.

✓ An AI prompt interface for account research, signal analysis, and engagement preparation.

✓ Tools to surface prioritized buying signals and recommended next actions.

✓ AI-driven emails that help sellers reach contacts with personalized messages based on buyer signals and business intelligence.

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D&B Finance Analytics

Embedded D&B.AI capabilities in D&B Finance Analytics help finance teams move from research to decision in a fraction of the time, with sourced reasoning behind every answer. Evaluate credit risk, prioritize collections, and monitor portfolio health from a prompt window that understands your accounts and policies and makes recommendations based on trusted Dun & Bradstreet data.

Embedded Capabilities:

✓ Prompt window for conducting your credit assessments, portfolio triage, and exposure analysis.

✓ AI-driven risk snapshots combining financial risk, payment behavior, and predictive indicators.

✓ Concentration risk detection across industry, region, and corporate family.

✓ Sourced explanations you can bring to your credit committee or auditor.

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Bring AI into Every Dun & Bradstreet Workflow

From finance and risk to sales and data operations, accelerate decisions with D&B.AI's embedded capabilities, grounded in verified context from the D&B Commercial Graph.

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