The final campaign brief may look simple. Reaching it often is not.

Commercial and Omnichannel teams must connect the HCP segment, product, market, channel mix, approved content, timing and compliance requirements. When those inputs sit in separate databases, spreadsheets, slide decks and email threads, HCP campaign planning becomes a coordination exercise before execution can begin.

Fragmented HCP campaign planning creates a coordination tax

The problem is rarely a complete lack of systems. It is that the planning logic sits between them.

Commercial Operations may own the process. Brand teams define objectives. Analytics teams provide segment information. Content Operations manages approved assets. National and regional teams bring market knowledge, while Medical, Legal and Regulatory stakeholders review what can be communicated and through which channels.

When every campaign reconnects those inputs manually, teams repeat the same work. Definitions drift, content is selected differently and assumptions remain hidden in local files. A useful plan from one brand or region is difficult to compare, adapt or reuse elsewhere.

Channel choice needs an evidence base. IQVIA’s 2025 Channel Preference Survey, based on more than 33,000 HCPs across 38 countries, including the US, reports preferred-versus-received channel alignment for major European markets. It does not provide a separate US alignment figure. A common planning structure helps US teams document the audience evidence behind channel choices across brands and regions.

Manual planning consumes capacity before execution starts

Fragmented planning affects more than campaign managers. It can delay content requests, create additional review cycles, complicate measurement and leave campaign platforms waiting for final inputs. Teams spend time locating the latest segment definition, checking which content is approved and translating a slide-based journey into the format needed by execution tools.

There is no credible universal benchmark for this planning cost. A transparent internal calculation is more useful.

ILLUSTRATIVE EXAMPLE  Six regional or brand teams prepare four major HCP campaigns each year. If each team spends 20 hours gathering inputs, reconciling decisions and formatting the plan, the process consumes 480 hours. If a reusable planning structure reduces that preparation by half, it frees up 240 hours. At an illustrative blended cost of $100 per hour, that represents $24,000 of annual capacity.

This is not a promised saving. It excludes software, data, integration, change management and governance costs. It gives Commercial Operations a baseline to replace with its own campaign volume and effort.

One national input, three reviewable regional plans

Consider a national oncology team preparing an HCP campaign across the Northeast, Midwest and Western regions. The team defines the product, target segment, campaign objective, available channels and approved content.

An AI-enabled assistant uses those controlled inputs to produce a structured plan: campaign steps, recommended channel mix, relevant content, journey triggers, timing and compliance notes based on defined rules. It can also organize the output in a format designed for the campaign platform used for execution.

Regional teams then adjust channel emphasis, timing and operational details using permitted data and local knowledge. The appropriate stakeholders review the proposed plan before anything is activated. Instead of starting with three blank documents, the regions start with the same traceable planning logic and make their differences explicit.

Commercial and Omnichannel teams gain comparable plans, clearer handoffs and a stronger basis for market prioritization, engagement planning and channel strategy. Regional expertise remains essential, but it is used for decisions that genuinely require it rather than rebuilding the structure.

What an AI-enabled planning assistant should do

A practical solution should:

  • accept plain-language inputs for the HCP segment, product, objective and region or audience;
  • use only approved and permitted data, rules and content;
  • connect, where appropriate, to segmentation data, the content repository and campaign platform;
  • recommend campaign steps, channels, content, triggers and schedules based on defined rules and approved inputs;
  • show its sources, assumptions and applicable compliance notes;
  • preserve versions and a clear review history; and
  • let teams review, edit, approve and reuse the plan.

The operating model matters as much as the assistant. In a Veeva customer account, BioMarin described processes, governance and metrics as the three foundations of its scalable content model. Its team tracked content reuse and review within and across regions. The same discipline should apply to reusable campaign plans.

Governance remains part of the workflow

The assistant should not decide whether a communication is compliant, replace MLR review or activate a campaign without approval. It prepares a structured proposal under defined constraints.

For prescription drug promotion, the FDA’s Office of Prescription Drug Promotion works to ensure that communications are truthful, balanced and accurately communicated. Campaign plans should therefore route claims, supporting evidence, risk presentation and other material facts through the company’s established review process.

Professional and contact information about an HCP is not automatically protected health information. Most HCP campaign planning should not require identifiable patient data. Where the HIPAA minimum necessary standard applies, covered entities must generally take reasonable steps to limit uses, disclosures and requests for protected health information to what is necessary for the intended purpose. Business associate arrangements must apply corresponding restrictions.

Reuse the planning logic, not blindly the same campaign

Standardization should make differences easier to manage, not erase them. The aim is a common planning structure with visible regional decisions, clear ownership and evidence behind each recommendation.

A focused first step is one brand, a small group of regions or teams and a campaign type that they already repeat.

AI can shorten the path from campaign idea to reviewable plan. People still decide what is relevant, appropriate and ready to run.

HCP campaign planning is one of five connected AI workflows for pharma Commercial and Omnichannel teams. Explore all five use cases.

 Sources

IQVIA, From Preference to Practice: Understanding the Evolving Channel Preferences of Healthcare Professionals (November 2025)

Veeva Systems, BioMarin: Prepping for Omnichannel Success with a Scalable Content Model

US Food and Drug Administration, The Office of Prescription Drug Promotion (OPDP)

US Department of Health and Human Services, Minimum Necessary Requirement