Industries

Pharmaceutical Distribution

In pharma, a mistake isn't an unhappy customer — it's a regulatory violation, a product recall, or patient harm. AI in pharmaceutical distribution has to work differently.

DSCSA compliance. Controlled substance tracking. Cold chain monitoring. Complete audit trails. AI that enhances compliance, not compromises it.

Pharmaceutical distribution

The Pharmaceutical Distribution Reality in 2026

You're operating under full DSCSA interoperability requirements. Every transaction, every shipment, every product unit must be tracked, verified, and documented. Pharmacies expect instant verification. The FDA expects complete traceability. Your trading partners expect you to catch problems before products move.

Recalls can cost hundreds of millions of dollars — not counting reputational damage and regulatory consequences. Prevention through rigorous tracking is far cheaper than remediation.

Add state licensing requirements, DEA controlled substance regulations, cold chain compliance, and customer credentialing — and your compliance burden is massive. Every order requires verification. Every shipment requires documentation. Every discrepancy requires investigation.

Meanwhile, accuracy requirements are essentially 100%. A picking error isn't a customer complaint — it's a patient safety issue and a regulatory violation. There's no "move fast and break things" in pharmaceutical distribution. There's only "get it right, every time, with complete documentation."

AI in pharma has to be different. Every action auditable. Every decision explainable. Every process documented. Compliance enhanced, never compromised. That's what we've built.

Compliance-First Design

Every AI action logged with timestamp, reasoning, and data provenance. Complete audit trails. No black boxes.

Learn About AI Governance
Compliance by Design

Licensing & Eligibility Intelligence

The best compliance is prevention. Workd tracks every customer's DEA registration, state pharmacy board licenses, and product eligibility — then ensures your CRM and eCommerce only show products they're legally allowed to purchase.

Your customers see exactly what they can buy. Nothing more. Your team can't accidentally sell restricted products to ineligible buyers. Compliance isn't an afterthought — it's built into every interaction.

What We Track Per Customer

DEA Registration & Schedule
State Pharmacy Licenses
State Board Authorizations
License Expiration Dates
340B Covered Entity Status
Controlled Substance Eligibility

License-Based Product Visibility

Retail Pharmacy — Full DEA Schedule II-V

Sees full catalog including all controlled substances

Clinic — DEA Schedule III-V Only

Schedule II products hidden from catalog view

Long-Term Care — State-Specific Formulary

Only sees products eligible per state LTC regulations

Same platform, tailored views — compliance built in.

Rich Product Data

Complete Drug Intelligence at Your Fingertips

Workd integrates authoritative pharmaceutical data sources to give your team — and your customers — complete product information, images, and compliance data.

Medispan (Wolters Kluwer)

The gold standard in pharmaceutical data. Full integration with Medispan provides product images, detailed descriptions, therapeutic classifications, and pricing benchmarks.

  • Product images for CRM & eCommerce
  • Therapeutic class & drug interactions
  • AWP and pricing data
  • Generic equivalents & substitutions

DailyMed (NIH)

Official FDA-approved labeling information from the National Institutes of Health. Package inserts, medication guides, and prescribing information — always current.

  • FDA-approved package inserts
  • Medication guides & warnings
  • REMS program requirements
  • Labeling change alerts

NDC & Product Tracking

Complete National Drug Code tracking from manufacturer to customer. Full serialization, lot tracking, and DSCSA transaction history at the individual unit level.

  • NDC-10 and NDC-11 formats
  • Serial number tracking per unit
  • Lot and expiration management
  • Full transaction history chain

One Search, Complete Information

Your team searches once — Workd returns product details, images, pricing, compliance requirements, and customer eligibility in a single view. No switching between systems. No manual lookups. Everything they need to sell confidently and compliantly.

The Workd Framework

How Workd Works for Pharmaceutical Distribution

Five pillars that transform how pharma distributors serve customers while strengthening compliance.

For Your Sales Team

AI handles product lookups, eligibility checks, and compliance verification. Reps focus on relationships with pharmacists and buyers — confident that every product they discuss is something the customer can actually purchase.

  • • Complete product data in one search
  • • Customer-specific eligibility built in
  • • Pricing and AWP at a glance
  • • Order history with lot/serial detail

Customer Credentialing

Track DEA registrations, state licenses, and board authorizations. AI monitors expiration dates, flags issues, and ensures product visibility matches current credentials.

  • • DEA & state license tracking
  • • Expiration alerts before lapse
  • • Automatic eligibility updates
  • • 340B entity verification

Smart Reorder Cycles

AI learns each customer's dispensing patterns and proactively suggests reorders. FEFO picking enforcement, expiration alerts, and short-date management built in.

  • • Usage-based reorder suggestions
  • • FEFO picking enforcement
  • • Short-date and expiration alerts
  • • Lot rotation optimization

Compliance Protection

DSCSA, DEA, and state board compliance isn't bolted on — it's built in. Every transaction verified, every action documented, every exception escalated with full context.

  • • DSCSA transaction verification
  • • Controlled substance tracking
  • • Complete audit trails
  • • Recall response in minutes

Customer Experience

Give pharmacies, clinics, and hospitals a modern buying experience — with compliance built in. They see exactly what they can purchase, with rich product data, images, and real-time availability.

  • • License-filtered product catalogs
  • • Product images from Medispan
  • • Real-time inventory availability
  • • Complete order documentation
  • • Easy reorder from history
  • • 24/7 self-service portal

How AI Enhances DSCSA Compliance

Inbound shipment arrives AI Verification T3 + serial check Compliance license + eligibility Verified audit trail complete Received Auto-verified Cleared 100% documented

Every transaction verified, every product authenticated, every action documented — automatically.

What AI Actually Does for Pharmaceutical Distributors

Designed for the unique requirements of pharmaceutical distribution — where accuracy is mission-critical and every action must be auditable.

DSCSA Transaction Verification

AI monitors every inbound and outbound transaction for DSCSA compliance — verifying product identifiers against the FDA verification router, checking for suspect/illegitimate product flags, and ensuring complete T3 documentation before products move. Exceptions route to compliance staff with full context.

  • Automatic product identifier verification
  • Suspect product flagging and quarantine
  • Complete T3 documentation assembly
  • Trading partner verification

Controlled Substance Tracking

DEA compliance requires meticulous tracking of Schedule II-V substances — every unit, every transaction, every discrepancy. AI monitors quantities in real-time, flags discrepancies instantly, detects suspicious ordering patterns, and ensures documentation is complete before shipments leave.

  • Real-time inventory discrepancy detection
  • Suspicious ordering pattern alerts
  • CSOS compliance documentation
  • DEA reporting automation

Cold Chain Monitoring

Temperature excursions can render products unusable and create compliance violations. AI monitors cold chain continuously across your facilities and in-transit, predicts potential issues based on environmental data, and triggers intervention before products are compromised.

  • Predictive excursion alerts
  • In-transit temperature monitoring
  • Automatic documentation of compliance
  • Stability data integration

License-Filtered Ordering

Compliance starts before the order. Your CRM and eCommerce portal only display products each customer is licensed to purchase — based on their DEA registration, state licenses, and board authorizations. No accidental sales of restricted products. No compliance violations from order entry errors.

  • Product catalog filtered by customer credentials
  • DEA schedule visibility per registration
  • State-specific product restrictions enforced
  • 340B eligibility automatically applied

Recall & Lot Management

When a recall hits, time matters. AI instantly identifies all affected product in your inventory and in the supply chain, generates customer notification lists, and creates recall documentation. What used to take days of manual investigation now takes minutes.

  • Instant affected product identification
  • Customer notification list generation
  • Return and destruction tracking
  • FDA recall documentation

Expiration Date Management

AI tracks expiration dates across your entire inventory, automatically prioritizes FEFO picking, alerts before products approach short-dating thresholds, and helps coordinate returns to manufacturers. No more discovering expired product during audits.

  • FEFO picking enforcement
  • Short-date alerts by customer requirements
  • Return coordination with manufacturers
  • Destruction documentation

Built for Audit Readiness

In pharmaceutical distribution, every AI decision needs to be explainable. Every action needs documentation. Every process needs an audit trail that can withstand FDA scrutiny.

Workd maintains complete records of what AI did, why it did it, and what data it used — accessible in seconds, not hours of manual investigation. When auditors ask questions, you have answers.

  • Decision logs — every AI action with timestamp and reasoning
  • Data provenance — what information the AI used for each decision
  • Exception handling — clear escalation to humans with documentation
  • Instant retrieval — audit-ready documentation on demand

Live Compliance Dashboard

DSCSA Transactions Today 12,847
Verification Rate 100%
Flagged for Review 3
Cold Chain Excursions 0
Audit Queries (30d) All Resolved

What Pharmaceutical Distributors Can Expect

Complete
DSCSA transaction verification
Faster
Audit preparation
Stronger
Compliance posture
24/7
Compliance monitoring

Identify all affected product in minutes when a recall hits — not days of manual investigation

Improve order accuracy with AI-assisted verification at every step

Free compliance staff from routine documentation to focus on exception handling and strategy

Pharma-Specific System Integration

Workd connects to the specialized systems pharmaceutical distributors use — ERPs with pharma modules, track-and-trace systems, compliance databases, and cold chain monitoring platforms. We integrate where others bolt on.

We integrate with pharmaceutical distribution systems including:

  • SAP S/4HANA Pharma — enterprise pharma distribution
  • Oracle Health Sciences — life sciences distribution
  • TraceLink — DSCSA compliance platform
  • Antares Vision — serialization and tracking
  • Controlant / Sensitech — cold chain monitoring
View all integrations →
SAP
NetSuite
Sage
Dynamics
Epicor
Acumatica

Related Compliance-Heavy Verticals

Workd serves distributors across regulated industries where compliance is mission-critical.

Frequently Asked Questions

How does AI maintain audit-ready documentation?

Every AI action is logged with timestamp, the specific data it used, the decision it made, and why. This isn't just a log file — it's structured documentation that maps to regulatory requirements. When an auditor asks "why did this product ship to this customer?", you can show the credential verification, eligibility check, and approval chain in seconds.

What happens when AI flags a compliance issue?

Flagged items are quarantined automatically — they cannot be shipped until resolved. Your compliance team gets immediate notification with full context: what was flagged, why, and what information is needed to resolve. AI doesn't make judgment calls on compliance exceptions — it escalates to humans with all the data they need.

Can AI handle 340B compliance requirements?

Yes. AI verifies covered entity status, checks product eligibility, and ensures proper segregation of 340B inventory. It flags potential duplicate discounts, maintains required documentation, and routes exceptions to your 340B compliance team. The key is documentation — every 340B transaction has complete audit trail.

How quickly can AI identify affected product in a recall?

Minutes. When you enter recall lot numbers, AI instantly identifies all affected product in your inventory, in transit, and already shipped to customers. It generates customer notification lists, creates hold/quarantine orders, and produces FDA-required documentation. What used to take days of manual investigation now takes minutes.

Is this compliant with FDA 21 CFR Part 11?

Yes. Workd is designed with Part 11 requirements in mind — electronic signatures, audit trails, access controls, and data integrity. Our system maintains the required documentation controls for electronic records in a regulated environment. We work with your compliance team to ensure implementation meets your specific requirements.

Ready to Enhance Your Compliance?

See how AI can strengthen your compliance posture while reducing manual burden — without the risks that keep executives up at night.

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