脉络洞察 | medomino

With 2026 Judicial Rules in Force, Can Your Speaker Data Stand Up to Audit?

LUY 2026-05-25

Abstract:

Speaker verification now requires quantifiable, traceable, auditable evidence across identity, qualifications, academic influence, and resource justification.

Speaker fee compliance is no longer as simple as having an invoice. After the 2026 judicial rules took effect, regulators shifted from reviewing individual documents to reviewing the entire decision chain: which speaker you chose, how many resources you invested, and why that person deserves this level of speaker fee. Every step may be questioned one by one during an audit.

Imagine a real scenario: external reviewers sit across from you. After reading the approval forms, sign-in sheets, and invoices, they begin asking a series of questions:

"How was the speaker for this meeting selected?"

"Why were these resources invested in this expert?"

"What were the selection criteria for this group of priority physicians?"

"What medical value did this academic meeting have?"

If the business team can only answer "sales judged the expert was suitable" or "the compliance form was signed," that basically confirms a management failure. To answer these questions well, companies cannot rely on after-the-fact remediation. They need to establish a quantifiable, traceable, auditable speaker verification system from the beginning.

From authenticity to level: three layers of speaker verification

Based on real pharma business scenarios, speaker verification can be divided into three layers, each corresponding to a different compliance objective:

True: solving whether the person is a real physician. For example, a digital platform verifies physicians through mobile number real-name authentication and combines hospital, department, title, and other information for tiered authorization. This is the most basic compliance threshold, but it is far from enough to support speaker grading.

Correct: solving whether the submitted information is accurate. For example, when sales adds a target physician in CRM, the system verifies whether the name, hospital, department, title, and other fields are true. This type of master data verification still remains at identity confirmation.

Deep: solving whether the speaker is qualified to receive this speaker fee. What medical affairs and compliance teams truly care about is deeper information: medical society positions, years of experience, publications, academic influence, and more. These determine whether the speaker fee is reasonable. Only after this step is speaker verification truly complete.

Speaker level criteria are usually based on academic title, society positions, journal papers, and even prior conference speaking, clinical trials, funding, and other information. They evaluate the speaker's academic influence and clinical strengths in the field, while also verifying public speaking ability, information delivery effectiveness, network influence, and more.

When facing audit inquiries, three pillars build the evidence chain: comprehensive, current, and accurate data.

To help pharma companies answer clearly, service providers must have three core capabilities.

First, a comprehensive physician database. Without broad underlying data coverage, verification has nowhere to start. MeDomino's long-maintained physician database covers nearly 4 million HCPs and their academic data. It also has official cooperation with physician associations, ensuring database authority and breadth. This answers "why this person was selected": because the database contains a complete academic profile, allowing pharma companies to clearly explain why.

Second, algorithmic matching capability. In CRM and digital platforms, hospital names are submitted in many forms. "Union Hospital" may refer to Peking Union, Wuhan Union, or Fujian Union; department names such as cardiology and cardiovascular medicine need normalization. MeDomino has accumulated industry-level matching algorithms and knowledge bases, with matching accuracy above 98%, minimizing customer misjudgment caused by writing differences and solving the question of whether the information is correct.

Third, timely information updates. Physicians changing jobs, retiring, and practicing at multiple sites are common. Verifying with old data plants hidden risks. MeDomino regularly refreshes its physician database to ensure timeliness of verification results.

When Do Companies Need Speaker Verification Services?

  • When they want to add a more efficient and traceable verification method as a supplement.
  • When they are building a speaker verification system for the first time and need rapid launch with a flexible starting point.
  • When they face regulatory inquiries or internal audits and need a more transparent verification process with more authoritative data sources.

When speaker fee compliance is no longer just a compliance department matter, but directly related to criminal risk, choosing a speaker verification service provider with sufficient evidence, high efficiency, and reasonable pricing means choosing an ally who helps you stand firm during audits. MeDomino's long-maintained physician database has collected nearly 4 million HCPs and their academic data nationwide. It is almost the only high-quality database in the market that continuously injects multidimensional data and is maintained by a professional medical team, and it has delivered strong results in many speaker verification projects.

After years of exploration, MeDomino's R&D team has developed an automated matching mechanism suitable for the pharmaceutical field, with accuracy up to 98% and supported by data. Human synchronous checks provide positive and negative training examples for the matching program, saving data operations teams significant time and providing data support for speaker verification, HCP screening, and other projects.

MeDomino's deep scoring logic and relationship network connections can capture HCP academic influence while also considering their influence circle, evaluating speaker capability from multiple angles. Its self-developed speaker verification system can set different grading standards based on company needs, quickly locate HCPs, perform automated program review, and combine that with secondary manual sampling, allowing machines to replace 80% of manual work.

Professional speaker verification belongs with professional MeDomino.

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