An Ephicacy Health platform  ·  live in production

The commercial
infrastructure
for regulated
health.

A purpose-built AI platform connecting commercial strategy, scientific communications, omnichannel execution, and performance analytics. In one system. Built by people who have spent 20+ years inside pharma commercialization.

Live in production. MLR-aware. HIPAA and GDPR-ready. SOC 2 in progress
The platform, in plain words
Reads Clinical, payer, HCP behavioural, real-world evidence. Connects Intelligence to content, content to channel, channel to signal. Through compliance. Writes CRM, marketing automation, congress, field force, live dashboards.
Compliance is the spine. Not a checkpoint.
Surface Four connected layers
Compliance The spine, not a checkpoint
Built by Ephicacy Health
Documented under NDA, verifiable on request

Eight years running OVYN in production across three verticals.

97.5% MLR pre-check pass rate across regulated workloads.

4–6 weeks from kickoff to live connector flow.

The tension.
Why this platform exists.

The market is paying for speed.
And not getting it.

Pharma and biotech brands are running fragmented commercial operations: multiple agencies, disconnected workflows, generic AI tools that weren’t built for regulated markets. They’re paying for speed and not getting it.

The agencies serving them have the same problem from the other side: capacity constraints, compliance overhead, margin pressure.

Maha Elashri, Founder and CEO at Ephicacy Health
The platform.
Four canonical layers.

Four connected layers.
One system.

Strategy, content, channel, and signal share state and travel together. Not four tools stitched at the edges. Compliance is the spine all four rest on.

Intelligence
Commercial strategy
01

HCP segmentation, payer landscape, competitive signal, audience behaviour. The strategic spine the rest of the system runs on.

  • HCP & patient segmentation
  • Payer & access landscape
  • Competitive intelligence
  • Launch-readiness diagnostics
Content Engine
Scientific and brand
02

Scientific and brand content, MLR-aware from the first draft, modular and versioned by channel. One clinical truth, every downstream touchpoint.

  • Scientific storytelling
  • Brand & campaign creative
  • Modular asset libraries
  • Channel-versioned outputs
Activation
Omnichannel execution
03

HCP digital, patient and caregiver, congress, MSL, field force. Coordinated from one execution layer instead of three agency reporting lines.

  • HCP & patient digital
  • Congress & MSL enablement
  • Field force tooling
  • Cross-channel orchestration
Measurement
Live performance
04

Engagement depth, reach by segment, channel performance, updated continuously. Built to be acted on, not archived in a quarterly deck.

  • Live performance dashboards
  • Reach & engagement by segment
  • Channel attribution
  • Continuous insight loops
Compliance is the spine all four layers rest on. Not a fifth pillar bolted on at the edge.
The workflow.
MLR-aware by design.

Content moves through the same review states a regulated brand already runs.

Scientific, medical, legal, regulatory, approval, channel deployment. With claim provenance and audit trail wired into how each piece is structured, not bolted on at the gate.

Draft Scientific review MLR submission Approved Channel variants Live

Submitted for medical, legal, and regulatory review. Each reviewer gets only the section they own. Returns surface as claim-level edits, not whole-piece rewrites.

MLR submission / Medical, legal, regulatory

Every claim references its source. Revisions re-enter review at the state they changed. Not from the top. The audit trail is how content moves, not something added at the gate.

The stack.
Where OVYN sits.

Built to sit alongside your stack.
Not in place of it.

OVYN reads from the systems pharma already runs and writes back to the surfaces brands already execute on. Strategy and content live in OVYN; CRM, MA, congress, and field tooling stay where they are.

Reads from clinical trials, payer & access data, HCP behavioural signal, real-world evidence, the brand’s claims library.

Writes to CRM, marketing automation, congress & MSL tooling, patient surfaces, MLR archive.

Categories, not vendor lock-in. OVYN plugs into the systems your brand already pays for. Specific integrations are scoped during the working session.

Security & compliance posture

What pharma IT actually asks.

  1. Data handling? HIPAA aligned. GDPR-ready. PHI scoped per workload.
  2. SOC 2? Type II in progress. Audit package available under NDA.
  3. Encryption? AES-256 at rest, TLS 1.3 in transit. Keys rotated per tenant.
  4. Access? Role-based, scoped by indication. Okta and Microsoft Entra native.
  5. Audit trail? On by default. Every claim, every state, every reviewer. Immutable.
  6. Where does it run? Single-tenant cloud per brand. Region selectable. No cross-tenant training.
Plug in.
Built during onboarding.

We don’t replace your stack. We plug into it.

Each connector is scoped and built during onboarding, against your tenant of the systems your brand already runs. 4–6 weeks from kickoff to live signal flow. Identity providers wire in natively from day one.

Scoped during onboarding Custom integrations via REST and webhooks 4–6 weeks to live signal
How we work.
Three models. One platform.

OVYN is the platform. Ephicacy Health runs it.

Pick the engagement shape that fits where your team is. We’ve built it three ways. The platform stays the same; what changes is how much of it we run for you.

  1. 01

    Done for you

    Flagship

    Ephicacy Health operates the platform on your brand. Strategy, content, MLR, omnichannel, analytics. We run all of it with your team in the loop.

    Best forpre-launch, lifecycle, teams without a commercial bench
  2. 02

    License

    Your team operates the platform. We provide onboarding, connectors, and ongoing platform support. For large pharma and agencies running multiple brands at once.

    Best forlarge pharma, agency partners, multi-brand portfolios
  3. 03

    Hybrid

    Co-operated. Your team owns brand and review. We run the platform plumbing, the MLR rail, and the analytics layer. Lift-and-shift handover available at any phase.

    Best forgrowth-stage biotech, specialty brands
Where it runs.
Four health-adjacent markets.

One platform.
Four markets.

The same architecture, adapted to the regulatory and commercial reality of each market. Pharma rigor at the top of the spectrum, consumer credibility at the bottom. The platform shifts what it shows you, not what it is.

01 Highest regulation

Pharma & biotech

Launch, lifecycle, MLR-aware end to end. Regulated workflow, audit trail, claim provenance baked into how content moves.

In productionRegulated launch workflow with full MLR sequence.
02 Regulated, FDA-class

Medical devices & diagnostics

Hardware-plus-software brands. HCP onboarding, patient activation, post-market evidence, coordinated as one motion.

ScopingHCP onboarding plus post-market evidence.
03 Mixed regulation

Longevity & aesthetics

Clinical credibility meeting commercial activation. Multi-brand portfolios, performance health, regenerative medicine.

LiveMulti-brand portfolio across 3 product lines.
04 Lightly regulated

Consumer wellness

Science-backed wellness, supplements, DTC health. Healthcare marketing rigor. Not just consumer creativity.

LiveDTC science-backed brand at launch.
Specific client engagements covered by NDA. Sample work and verticals-specific case studies on request, under confidentiality.
For the agencies serving pharma

Two buyers. One problem.

Pharma brands hire OVYN. So do the agencies that serve them. Capacity constraints, compliance overhead, margin pressure. The structural pain mirrors on both sides of the brief. OVYN runs as a co-pilot or white-label layer inside your stack. Not in place of your team.

  • 01 Capacity, returned. Production, scientific, and analytics cycles compress; senior strategists stop being content operators.
  • 02 Compliance overhead, off your margin. The MLR rail is structured, not ad-hoc. Review cycles drop without absorbing pharma legal time.
  • 03 Modular libraries that travel between brands. One claim, versioned by indication. Re-use without re-review.
  • 04 Co-pilot or white-label. Brand the surface, keep the workflow. Partner pricing. Not per-seat SaaS.
Built by.
From inside the industry.

Most AI platforms in this space are built by technologists and retrofitted for pharma. OVYN was built from inside the industry. With the logic of pharma commercialization at the core.

Strategic frameworks, content workflows, compliance logic, and measurement architecture are informed by 20+ years of real pharma commercialization. Not trained on generic internet data. And unlike a SaaS vendor, Ephicacy Health also runs the work: the platform and the operators arrive together.

M.E.
Maha Elashri
Founder and CEO, Ephicacy Health
20+ years inside pharma commercialization
What we believe

A few things we’ll put our names on.

  1. 01.

    Compliance is the architecture, not the gate. Audit trail and claim provenance belong in how content moves, not at the end of it.

  2. 02.

    Strategy travels with content. Strategy that doesn’t reach the work isn’t strategy. It’s a deck.

  3. 03.

    Live signal beats quarterly recaps. If you find out a campaign failed three months after it shipped, the campaign isn’t the problem.

  4. 04.

    Most pharma AI was retrofitted from outside the industry. We don’t think that’s a small detail.

  5. 05.

    A tool alone will not ship a launch. The operators arrive with the platform.

Signed, Maha Elashri & Zein Albarim Ephicacy Health
Working session

Tell us what you’re commercializing.
We’ll come back with a demo against your actual brand.

Schedule a call

30 minutes with Maha and Zein.
No deck. No sales motion.