BIOSIGNAL INFRASTRUCTURE

Your device captures biosignals. Here is what happens next.

The layer between the sensor and the clinician — compliant, auditable, FHIR-native. 7 lines of code to start.

SOC 2 in progress
HIPAA Compliant
FHIR-native
Patent Pending
THE PROBLEM

The two problems no one has solved together.

Hardware innovators invent a device and then spend 12-18 months and $250K-$1M+ building the software stack around it — BLE ingestion, signal processing, HIPAA, FHIR, EHR integration. None of that is their differentiator. It's the plumbing every device company rebuilds from scratch while the thing that actually makes them different waits.

Physician innovators hit the same wall from the inside. AI coding tools let them build a working prototype in a weekend — beautiful, clinically on-point. Then it dies at IT review. No BAA. No audit trail. No path to deployment. The idea stays vaporware.

Both run into the same gap: the compliant infrastructure between a built thing and a deployed clinical program.

12–18 monthstypical compliant build
$250K–$1M+Year 1 infra to pass IT review or reach a clinician

AnyBio is the compliant plumbing. Your aha ships on top.

  • Compliance built in — HIPAA, BAA, SOC 2 Type II (in progress), full audit trail. No bolt-on. Your apps pass IT review.
  • We process biosignals, we don't relay them — raw BLE bytes become clinical artifacts (FHIR observations, clinical tracings, episodes), not cloud-to-cloud forwarding.
  • Governed AI agents — compliance gates, PHI-safe model routing, human-in-the-loop review on every output.
  • Episode-based architecture — continuous data organized around clinical context, not raw streams.
  • Your IP stays yours — algorithms, protocols, care models. We are infrastructure.
BUILT FOR YOU

Two entry points. One compliant foundation.

Builders shipping on AnyBio infrastructure

For Builders

Your differentiator on top. Our plumbing underneath.

The software stack around your device — BLE ingestion, signal processing, HIPAA, FHIR, EHR integration — is the part every builder rebuilds from scratch. Skip it. AnyBio is that stack, waiting for you to leverage: FHIR observations, clinical tracings, episode timelines, audit trails. You ship the differentiator.

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Innovation platform for clinical teams

For Providers

An innovation platform for clinical teams.

Your physicians can prototype a clinical app in a weekend with AI coding tools — then it dies at IT review. AnyBio is the compliant runway: BAA, SOC 2, governed AI, full audit trail. Physician-built ideas pass IT review and deploy, on a shared foundation your innovation program controls.

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TRANSFORMATION

What 7 lines of code produces.

You write the left side. We produce the right side. We bring the plumbing — your aha ships on top.

The Input

import BioSDK
let sdk = try await BioSDKClient.initialize(
    configuration: .auto(
        organizationKey: "org_xxx",
        projectKey: "proj_yyy"))
sdk.startScan()
sdk.connect(sdk.discoveredDevices.first!)
sdk.startStreaming(for: "patient-123")

The Output

FHIR Observation with LOINC code

FHIR Observation — LOINC-coded, EHR-ready

CAPABILITIES

Connect devices to care. Make the data meaningful.

Device-agnostic pipeline

One SDK handles any BLE wearable or medical device. Patent-pending dynamic provisioning adds new devices without app-store updates. We process raw BLE bytes into structured FHIR observations and clinical tracings — we don't just relay cloud data.

BLE bytes in. FHIR observations out. Any device. One SDK.

Two paths to integrate

Write 7 lines of Swift. Or prompt Cursor, Claude Code, or Lovable to do it for you. Our docs are built for AI-assisted development with prompt templates and an OpenAPI spec designed for machine consumption.

Write the code, or prompt your agent. Same pipeline underneath.

Compliance as infrastructure

BAA, HIPAA, SOC 2 Type II (in progress), full audit trails — built in from day one, not bolted on. We're the compliant pipes between device and clinician. Your data pipeline ships on a stronger foundation, so IT review starts from a stronger position. Building this yourself costs $250K-$1M+ and takes 12-18 months.

The compliant pipes. Already signed, already audited.

Governed AI agents

AI agents summarize episodes, triage alerts, and coach patients — with compliance gates, PHI-safe model routing, and human-in-the-loop review. Every LLM operation is policy-driven, logged, explainable, and aligned with FDA's latest rules.

Every AI output — logged, explainable, human-approved. Auditor-ready.

Clinical program studio

Describe what you want to detect in plain language. The AI configures the infrastructure to run your program, validates the signals, and activates monitoring. Providers design care programs through conversation. No engineering ticket required.

Programs designed through conversation. Activated in minutes.

Real-time triage

Multiple biosignals correlated in real time. Attention scores. Five-tier severity. Policy-driven escalation routing. The platform watches so clinicians do not have to stare at dashboards.

One prioritized alert. Not eight dashboards.

AI ERA

Built for the AI coding agent era.

AI builds the prototype. AnyBio ships it.

Physicians and founders can scaffold a clinical app in a weekend with Cursor, Claude Code, or Lovable. But vibe-coded health apps die at IT review. AnyBio is the compliant infrastructure underneath — so what AI builds actually deploys.

AI cannot sign your BAA.

AI can scaffold a biosignal backend in days. AI cannot pass your SOC 2 audit, maintain 21 supported signal types, or update your pipeline when HHS rewrites the Security Rule.

Docs tuned for coding agents.

Cursor, Claude Code, Lovable. Prompt templates, OpenAPI spec designed for machine consumption, and integration guides optimized for agent workflows. Your AI integrates on the first try because the docs are structured for it.

The infrastructure AI-built health apps run on.

We are what the code plugs into — the same way AI-generated code calls Stripe for payments. Governed. Compliant. Auditable. We are not competing with the AI that wrote the code. We are what the code runs on.

24 hrsReflect: ML + SDK integrated
Clinical-gradeReflect: breakout prediction accuracy
10xReflect: faster than building internally
5 minTime to first biosignal

AnyBio gave us the foundation to build a skin intelligence system without spending months on infrastructure. We went from raw data to real predictions in weeks.

Rumeesa Rais, MSc, MSc

Founder & CEO, Reflect

Stop building the plumbing. Ship the thing that matters.

Start free. Your first biosignal streams in 5 minutes.

Moving forward together
FAQ

Frequently asked questions