HCP Media Strategy Brief · May 2026
A Brief for HCP Media Strategy

The
Intelligence
Imperative

Why pharma's HCP media investment must deliver physician-level data — and what the AI era now demands.

Prepared for
Jamie Steckler · AbbVie
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The Industry Has Already Moved

Four pharma leaders building AI-driven HCP engagement in 2025 —
all powered by physician-level data.

Pfizer
Commercial AI — Enterprise Deployment
Pfizer has deployed AI across every commercial function — adding 1,200+ GPUs to power HCP targeting, channel optimization, and physician-level engagement at scale.
Pfizer · AI Infrastructure · 2025
Novo Nordisk
NVIDIA Co-Innovation · BioNeMo ML
Novo Nordisk's NVIDIA collaboration applies machine learning at the physician level — using NPI-resolved data to personalize HCP engagement by channel, timing, and therapeutic context.
Novo Nordisk · NVIDIA · June 2025
AstraZeneca
AstraZeneca Direct · 12,000 AI-Certified Employees
With 12,000 AI-certified employees and the launch of AstraZeneca Direct, HCP-level digital signals now route rep call prioritization and channel selection in real time.
AstraZeneca Direct · October 2025
Sanofi
Omnichannel NBA — Commercial Operations
Sanofi is coordinating next best action logic across field, digital, and media — using physician-level interaction data to close last-mile HCP engagement gaps at scale.
Pharmaceutical Commerce · PMSA · 2025

The common thread across every company winning the AI race in pharma: individual physician-level data feeding the model — not anonymous aggregate impressions.

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The Data Requirement

NBA AI is only as powerful as its data — physician-level identity is what makes it work.

What HCP media delivers today
Anonymous.
Aggregated.
Unusable for AI.
✕ Impressions served with no physician identity attached
✕ Clicks and engagement aggregate only — who acted? Unknown
✕ Audience built on modeled panels, not deterministic IDs
VS
What Next Best Action AI actually needs
Individual.
NPI-resolved.
Trainable.
✓ Every impression and click linked to a verified NPI
✓ Channel preference and behavior resolved per physician
✓ PLD fed directly to model training — AI signal compounds
IQVIA, 2023 — "Individual-level NPI-linked data is required for NBA model accuracy. Aggregate campaign data is insufficient."
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What the Data Doesn't Return

Pharma is investing billions to reach physicians.
The next step is making every touch count.

Step 01
Media Budget Invested
Hundreds of millions deployed annually across brands — LinkedIn, Meta, programmatic, endemic, CTV. Pharma HCP digital is one of the fastest-growing spend categories in commercial.
→
Step 02
HCP-Targeted Ad Served
The ad reaches a physician — right specialty, right geography, right moment. Targeting works. The right doctor sees the right message. The impression is real and intentional.
→
Step 03
Physician Engages
The doctor sees the ad. Clicks. Watches the video. The behavior is meaningful — it signals intent, interest, openness to the brand. This moment has value beyond an impression.
→
Step 04
Data Returned
Aggregate CTR. Total impressions. Panel-estimated reach. No physician identity. No NPI. No individual signal. The intelligence that could fuel AI simply doesn't come back.

Every campaign is an opportunity to build physician-level intelligence. Every campaign that returns physician names is a campaign that makes the next one sharper.

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Where Most Partners Stop

Traditional media agencies were built for consumer reach —
not for returning physician names.

The traditional media agency playbook
Built for consumer audiences
— Audience: consumer panels, modeled and estimated
— Reporting: aggregate CTR and impressions, no NPI
— HCP identity: not available — not their model
— AI delivery: not staffed, not structured for it
What returning physician names requires
Built for physician identity
✓ Audience: deterministic NPI graph — verified, not modeled
✓ Reporting: per-NPI engagement — every impression has a name
✓ HCP identity: 100% deterministic resolution — no lookalikes
✓ AI delivery: PLD to CRM, sFTP, and model training pipelines
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AbbVie
Your Existing Investment

AbbVie's HCP social investment
is substantial. The question is what's
coming back from it.

Skyrizi. Rinvoq. Migraine. Ophthalmology. Each brand is already running social HCP campaigns — with a clear opportunity to layer physician-level intelligence on every one.

Skyrizi · Derm & GI
~$80M+
Est. annual digital HCP spend
Active campaigns running. Ready for physician-level intelligence.
Rinvoq · Immunology
~$60M+
Est. annual digital HCP spend
5 new indications coming. The ideal moment to build a physician intelligence foundation.
Migraine · Medical Affairs
$200K
Active pipeline program
Already approved. Ready to be the NPI pilot that changes the model.

Across AbbVie's HCP social footprint, real physician engagement is already happening. What's already working gets a name attached to it.

~0%
Of standard HCP social
campaigns returning
physician-level data
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Campaign Intelligence Output

Physicians named, verified, and ready for your AI model.

NPI-Resolved Engagement Report · Campaign Output
Live · Per-Physician View
Physician
Specialty · Location
Channel
Engagement
NPI Status
Dr. Sarah Chen
Rheumatologist · Chicago, IL
LinkedIn
Video · 100% completion
✓ Verified
Dr. Michael Torres
Dermatologist · Houston, TX
Instagram
Link click — HCP site
✓ Verified
Dr. Priya Patel
Gastroenterologist · New York, NY
LinkedIn
Video · 75% completion
✓ Verified
Dr. James Kim
Rheumatologist · Boston, MA
Facebook
Multi-touch · 3 engagements
✓ Verified
Dr. Rachel Williams
Immunologist · Los Angeles, CA
LinkedIn
Video · 100% completion
✓ Verified
Output:
90%+ NPI match rate
PLD delivered to CRM · 48 hours
AI-ready format — every engagement a training signal
Each row is a real physician. Every engagement attributed by NPI. Every data point ready to train your Next Best Action model.
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The AI Intelligence Layer

Every campaign builds a richer
AI profile for each physician.

AI-Built HCP Intelligence · Live Profile
Model: Active · Learning
SC
Dr. Sarah Chen
Rheumatologist · Chicago, IL
NPI ✓ Verified
Prescribing Propensity Score
84
/ 100
▲ +12 this cycle
Low
High propensity — priority contact
High
Engagement Timeline
Mar 2 · LinkedIn
Video · 100% completion
Mar 8 · LinkedIn
Video · 75% completion
Mar 15 · Instagram
Link click — HCP site
Model Outputs
CRM: Active record
Field Force: High priority
PLD: AI training ✓
01
NPI Campaign Activates
Target list uploaded. Campaign runs across 20+ channels. Every impression matched to a verified NPI.
02
Identity & Behavior Captured
Each engagement logged by name, specialty, channel, and time — building a behavioral profile per physician.
03
PLD Flows to AI & CRM
Physician-Level Data delivered via sFTP or integration. Propensity scores update. Field force priorities sharpen.
04
Every Cycle Gets Smarter
The model retrains. The next campaign targets higher-propensity physicians. Each cycle, you know more physicians and which ones to prioritize.
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Case Study
Incyte Medical Affairs
LinkedIn
30-Day Sprint
Video-First
Identify which physicians engaged with clinical content — by name, by NPI.
Goal
Determine which physicians engaged with clinical video content and surface those names for field prioritization and AI propensity modeling.
Audience
4 NPI-matched specialty segments · no lookalikes · no modeled panels · NPI resolved on every impression.
Impression → Identity → Engagement → Named
4,499
Impressions
Served
›
3,858
NPI-Resolved
(86%)
›
439
Physicians
Reached
›
131
Watched
100%
0.44%
Avg CTR
9×
Avg Frequency
86%
NPI ID Rate
Video Completion · Creative 1
25%
745
50%
302
75%
177
100%
131
Campaign Breakdown · 4 Segments
Segment
Size
Impr.
CTR
Campaign 1
14,261
1,633
0.14%
Campaign 2
939
77
0.00%
Campaign 3
14,104
1,021
0.44%
Campaign 4
8,976
1,768
0.54%
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What to Require

What every HCP media RFP should require —
non-negotiable in the AI era.

✓
Deterministic NPI matching
Verified physician identity — no lookalike models, no panels, no estimated audiences
✓
>80% NPI match rate — verifiable
Against your actual target list, not a modeled proxy — auditable and confirmed
✓
Social-first coverage
HCPs spend 10–15× more time on social than endemic platforms — meet them where they are
✓
20+ channels in one dashboard
True omnichannel visibility — Meta, LinkedIn, TikTok, programmatic, CTV — single reporting view
✓
Physician-Level Data (PLD) delivery
sFTP, CRM integration, AI-ready format — per-impression, per-physician data returned
✓
Pharma compliance track record
HIPAA, MLR-ready, BAA available — built for regulated pharma environments
✓
48-hour campaign deployment
Launch and competitive agility — campaign live within 48 hours of NPI list upload
✓
Named physician reporting
Per-impression, per-click, per-physician — not campaign-level aggregates
These requirements are non-negotiable in the AI era. They describe a new category of HCP media partner — and most traditional media vendors and holding company agencies cannot meet them.
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EQ5 Equals 5 · The Partner That Meets Every Standard

Equals 5.

The first and only platform delivering 100% deterministic,
physician-level HCP targeting across social media.

Select Clients
J&J
Merck
BMS
Sanofi
Amgen
AstraZeneca
Regeneron
Novo Nordisk
Incyte
EMD Serono
Channels We Activate
90%+
Avg NPI Match Rate
Deterministic — verified against your actual target list
6.5×
CTR vs. Industry Average
0.65% avg vs. 0.10% display benchmark
142
Pharma Brands
Across 66 clients · 28+ therapeutic areas
20+
Channels · One Dashboard
48hr
Campaign Deployment
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About Equals 5

The first and only platform delivering
100% deterministic, physician-level HCP targeting across social media.

142
Pharma Brands
66
Pharma Clients
65
Rare Disease
Brands
20+
Channels · One
Dashboard
AbbVie Relationship — Already Established
Skyrizi — active Tier 2 relationship, derm & GI programs
Migraine Medical Affairs — $200K program in pipeline
Rheumatology franchise — Rinvoq & Skyrizi PsA in discussion
Ophthalmology — Presbyopia, Gel Stent historical programs
Let's build this together
Steve Svec
SVP, Media & Platform Partnerships
steve.svec@equals5.com
equals5.com
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