Acute care for clinical operations software.

Product strategy and design in one team — we think through the logic before we draw the interface.

HIPAA-aware GDPR-aware ISO 13485-aware IEC 62366-aware

No prep needed — we'll have read your site.

Most teams ship the AI. The surface where clinicians run it is an afterthought.

Day 1 it demos. Day 2 a clinician has to run it — and that surface is missing.

The Day 2 Cliff — the AI ships, the screen clinicians run it on doesn't. The layer we work in.

The Day 2 job

  • Watch it.
  • Catch it when it fails.
  • Prove it paid off.
  • Show the auditor what it did.
  • Keep it wired to the EHR.

Someone has to do all five. Most products ship without anyone owning that.

What you're buying

Not a dashboard. You're buying the judgment about what it has to do, who has to trust it, and what happens when it breaks — and a surface that gets those decisions right.

Are you at the cliff?

  • The demo goes better than production.
  • Staff invented workarounds instead of using it.
  • Nobody trusts the AI's numbers.
  • The dashboard exists, but nobody opens it.

If any is true, we should talk.

Why a user manual is the symptom

Clinicians shouldn't need a user manual. If they do, it's not a training problem — it's a design one.

Where it breaks.

Four moments where AI in healthcare quietly stalls — and the surface that catches it.

EHR IntegrationHealth
EHR sync source
Transport health
App target
01 Connect

The sync went quietly stale

The EHR sync broke a week ago. No surface showed it.

Fix: EHR Integration Health Monitor
Supervision queue 3 awaiting
Case 01 · Awaiting review
Case 02 · Flagged interaction
Case 03 · Low confidence
02 Supervise

The AI shipped. The supervisor didn't.

It went live. The console where staff watch it didn't.

Fix: Live Supervision Queue
NET SAVINGS / Q
+ROI
$284K
Q1
Q2
Q3
Q4
vs. baseline cost
03 Prove

The renewal call

The CFO asks what the AI saved. Nobody trusts the vendor's slide.

Fix: ROI instrument
Audit TrailToday
09:16AI assistdrafted note
09:18Dr. Leeco-signed
09:19systemfiled to EHR
04 Comply

The auditor flags the trail

Procurement wants every AI decision logged. It doesn't exist.

Fix: Decision & PHI audit trail

Not shipping AI? Same gap, any clinical software — a dashboard staff stop opening, a multi-tenant surface that's outgrown its structure, an audit trail you don't have. The shape of the work doesn't change.

Two lenses, one product.

Annie reads the operation; Savva reads the interface — same table, every call, day one. No handoff; no line to cross.

Workflows first, not screens. We refine until the workflow, adoption, and compliance hold — not just the pixels.

We ship Workflow that survives the edge case
Annie asksWhere does this break at 2am on a Tuesday?
Savva asksWhich states does this screen actually need?
We ship Supervision UI an auditor can read
Annie asksWho is accountable when the AI is wrong?
Savva asksHow does override, escalation, and trust render?
We ship A dashboard with a derivable formula
Annie asksWhat does the CFO need to defend this number?
Savva asksWhich metric leads, which supports, which hides?
We ship Component library, tokens, production-grade
Annie asksWill the clinician actually adopt this on shift?
Savva asksWhat can collapse into a reusable pattern?

Work — see it live.

These aren't mockups. They're working surfaces where you can see the thinking — the decisions a screen has to make when the AI fails, when the CFO doubts the number, when the auditor asks.

01Supervision

Live AI Call Supervision

Calls ranked by how likely they are to need a human. When the agent hits a wall, the supervisor gets an instant handoff brief and a full decision trace — drop into a live call without cold-starting.

Open the demo
02ROI

AI Workforce ROI Review

Two modes: review what the AI did last quarter, or quote a prospect live. Every number recomputes in real time, the formula and sources are exposed, and an honest caveat marks it a floor — built to be trusted by a skeptic.

Open the demo

One company, every surface.

For Chromodiversity — moving from single-market pilot to international rollout — we're the senior design partner across all of it. One design system, white-label theming, Arabic RTL at the component level.

01

Brand system

Mark, type, and voice

Pre-launch

02

Marketing site

Full rebuild, public-facing

Pre-launch

03

Patient-facing PWA

Pre-launch

Pre-launch

04

Clinical dashboards

Hospital-deployed · permanent NDA

NDA

All four are in production, launching together — under permanent NDA, which is why they're shown abstracted, not in full.

Who we serve.

Where we can move the needle — and where we won't pretend we can.

Teams where senior judgment changes the outcome.

  • AI-in-healthcare teams shipping agents into clinics — who need the surface to supervise, prove, and audit them.
  • Healthcare & medtech companies whose software has outgrown its surface — multi-tenant, multi-market, or hospital-deployed.
  • Founders who want senior judgment from the people doing the work.

Not the only option. The right one for this shape of problem.

An in-house designer

Full-time ownership, deep context, 3–6 month hiring runway.

An AI design tool

Fast at known patterns; no clinical judgment. (We use them daily.)

Engagements, and a lighter on-ramp.

We don't bill hourly — it distorts the work. Start with the Diagnostic; scale up only if it's worth it.

On-ramp

Diagnostic Working Session

$1,000 · fixed price

The cheapest way to find out what's actually wrong. A working session with both of us, then a written teardown, redesign, or roadmap you keep.

Book the diagnostic

UX Audit

1 week
From $5,000

Findings + quick wins + prioritized roadmap.

Start the audit

Product Retainer

3-mo minimum
$20,000 / mo

Continuous senior capacity alongside your team.

Start the retainer

We also build brand systems, marketing sites, and mobile apps — but only when a client wants us to own the whole surface, usually inside an engagement above. The core work is clinical operations dashboards.

Two co-founders. Both ship inside medtech.

We met at Chromodiversity and found we were the halves most studios don't have together: operations and design. Most are designer + developer, or designer + strategist. We're the team that figures out how the work actually happens before deciding what the screen should look like.

Annie Vickrey

Annie Vickrey

Co-founder · Business and product

Studied UX, decided she'd rather lead design teams than design. Digital Producer at Digitas Health (Publicis) → fractional Director of Operations at two agencies building hospital sites → Director of Product & Digital Operations at Chromodiversity. At Wiserframe she runs the engagement.

Savva Sicevs

Savva Sicevs

Co-founder · Design and systems

Spent years designing dense, real-time dashboards for crypto, where a misread number has consequences. Then lead designer for Chromodiversity's rebrand, site, parent-facing app, and clinical triage software. At Wiserframe he owns the design. Portfolio at ssicevs.com.

We speak fluent clinical.

182

Not because we're clinicians — we're not. Because we've documented the work. Our Clinical Interface Glossary is 182 named patterns across 22 categories, each grounded in real workflows, regulatory citations, or documented failure modes. It's how we design EHR-aware surfaces without guessing — and it's free.

BreakGlassAccess emergency PHI override, fully logged eMAR barcode med admin · the 5 Rights WristbandMismatch wrong-patient hard stop AIGovernanceDashboard model drift, override rates Tall-Man lettering look-alike drug-name safety AllergyBanner always-on risk strip

Explore the Clinical Interface Glossary

Common questions.

What's the Day 2 Cliff?

Day 1 the software ships and demos well. Day 2 someone has to run it — supervise, prove ROI, pass the audit, stay wired to the EHR. That surface usually doesn't exist yet. That gap is the layer we build.

Do you sign NDAs?

Yes. Our deepest work is under permanent NDA — it's why some is described, not shown. We'll sign yours before the first real conversation.

What does the Diagnostic produce?

A written output you keep — teardown, redesigned screen, architecture diagram, or roadmap. It comes out of a working session with both of us. Fixed price, no hourly billing.

Can we start smaller than a Sprint?

Yes — the $1,000 Diagnostic, no commitment. Most clients use it to decide if more is worth it.

What if we're not a fit?

We'll tell you on the first call — free — and point you somewhere better if we can.

Do you build mobile end-to-end?

We design and prototype mobile end-to-end, and build production front-end for web and PWA. Native app engineering we scope with you and partner out — design and systems are always ours.

Where are you based, and how do you contract?

Distributed across two time zones. Annie owns WiserFrame LLC (US); Savva owns his studio entity (Estonia). One team, one brand — we contract and bill from whichever fits you, US or EU.

What does "HIPAA-aware" mean?

We design to the intent of HIPAA, GDPR, ISO 13485, and IEC 62366, alongside your compliance team. "Aware," not "certified" — we're not your certifying body or legal authority.

First call free

Discovery call

hello@wiserframe.com

We'll understand your operation, tell you straight if we can't help, and if we can, exactly what we'd do.

Book a discovery call