Clinical workflow prototyping / AI-assisted

Flag the result. Keep judgment human.

FlagLab designs practical lab-result flagging prototypes for independent primary care clinics—built around your review process, constraints, and clinical oversight.

Prototype engagements only. No production or diagnostic claims.

FlagLab hero

Design principle

Explainable flags. Accountable review.

Founder promises

Clear boundaries from day one.

01

Human review stays in the loop

02

Assumptions and limitations stay visible

03

No fabricated accuracy or compliance claims

From ambiguity to evidence

A focused sprint for one high-friction result workflow.

FlagLab turns a specific operational question into something your clinicians and staff can inspect, challenge, and improve.

Prototype canvas

A review queue built for discussion

01

Priority signal

Why this result was surfaced

02

Workflow owner

Who reviews and what happens next

03

Human decision

A visible checkpoint before action

The interface is a conversation tool—not a hidden model presented as a finished answer.

01

Map the clinic workflow

We identify where results arrive, who reviews them, and which handoffs create risk before designing the prototype.

02

Prototype the flagging logic

AI-assisted rules surface results for attention with visible rationale, configurable thresholds, and human review built in.

03

Test with realistic scenarios

The prototype is exercised against representative workflows so your team can evaluate signal quality and usability.

04

Deliver a decision-ready brief

You receive findings, limitations, workflow recommendations, and a practical next-step plan—not an opaque production promise.

Fixed-scope engagements

Buy clarity before complexity.

Start with the smallest useful engagement. Final scope is confirmed after a short fit conversation; production implementation, validation, and integrations are separate.

Workflow Scan

A focused assessment before you commit to a build.

$1,500

Starting project fee

  • One 90-minute workflow session
  • Flagging opportunity map
  • Risk and feasibility brief
  • Recommended prototype scope
Book a workflow scan
Best for evaluation

Prototype Sprint

A working concept your clinic team can inspect and test.

$4,800

Starting project fee

  • Everything in Workflow Scan
  • Interactive flagging prototype
  • Representative scenario testing
  • Team walkthrough and findings
  • Implementation decision brief
Start a prototype sprint

Before you book

Straight answers, no inflated claims.

One workflow. One focused sprint.

See whether better flagging fits your clinic.

Bring the result-review bottleneck. FlagLab will help turn it into a testable, accountable prototype.

Start the conversation