How we helped a healthcare startup increase patient onboarding by 180%

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AI Receptionist — 24/7 virtual front desk agent
Healthcare Agent

AI Receptionist — 24/7 Virtual Front Desk

Answers calls and messages, triages, and routes patients 24/7 — with no hold times, inside your own environment.

Never Miss a Patient Again

Missed calls are missed appointments and lost revenue — and front desks can't scale to nights, weekends, and peak hours. AI Receptionist covers every channel around the clock, resolving routine requests and routing the rest, so your staff focus on the patients in front of them.

24/7

Always answering

Every call and message, day or night

0s

Hold time

Patients are greeted instantly

80%+

Calls contained

Resolved without staff involvement

HIPAA

Ready by design

Runs inside your own environment

AI Receptionist Architecture

The Platform, Specialized for the Front Desk

AI Receptionist runs on the same base Vervelo Agents Platform architecture as every other agent — here, the streaming runtime hosts the Receptionist Agent for live conversations, a durable runtime handles callbacks and tasks, and the connected tools are the telephony, scheduling, and knowledge systems a front desk needs.

AI Receptionist 24/7 virtual front desk — on the Vervelo Agents Platform DURABLE EXECUTION · CALLBACKS & TASKS SYNC EXECUTION · LIVE CONVERSATION Phone / Chat / Web FastAPI Service Follow-up Agent Receptionist Agent Observability Voice / Telephony (Twilio) EHR / Scheduling (MCP) Knowledge Base FAQ / Policies Contact Store (Agents DB) Call Recordings & Transcripts Database Agent Definition Agent State Caller Memory Call Sessions Routing Tools Telephony MCP Knowledge Vectors Prompt Development Flow ITERATE FEEDBACK LOOP Define Task & Success Criteria Intents, routing, escalation Draft Structure & Prompt Persona, scripts, guardrails Manual Testing Sample calls & messages Automated Evaluation Intent & routing eval suite Refine & Iterate Fix mis-routes, tone Deploy & Monitor Track containment & CSAT

Context Engineering

Engineered Context, Every Turn

Reliable agents aren't a single clever prompt — they're the product of context engineering: assembling exactly the right information into the model's context window on every turn. It's the discipline we build every Vervelo agent around. Here's what the AI Receptionist works from on each turn, and how we engineer it.

AI Receptionist context window

Assembled fresh on every turn

System Instructions

The front-desk persona and guardrails — greeting style, what it may and may not disclose, escalation thresholds, and exactly when to hand off to a human.

Persona & roleBehavioral rulesOutput format

Tool Definitions

Telephony, scheduling, and routing tools with clear schemas so the agent books, transfers, and takes messages correctly every time.

Name & descriptionI/O schemaUsage examples

Memory & User State

Caller history and preferences — known patients, preferred provider and language, and standing notes on the account.

PreferencesPast decisionsStanding instructions

Conversation History

The full call or chat so far, so the agent keeps context across a long, branching conversation without losing the thread.

User turnsAssistant turnsTool-call traces

Retrieved Knowledge

Knowledge vectors — practice FAQs, policies, hours, and insurance details — retrieved so answers are accurate and on-policy.

Vector search hitsKeyword matchesDoc snippets

Environment Results

Live results — availability lookups, booking confirmations, and routing outcomes — plus any failures to recover from gracefully.

API responsesFunction returnsErrors & status

Capabilities

Everything a Front Desk Does, Around the Clock

Inbound Call & Chat Handling

Greets and converses naturally across phone, web chat, and SMS — no menus, no waiting.

Smart Triage & Routing

Understands intent and routes to the right team, queue, or workflow — with urgency detection.

Scheduling Actions

Books, reschedules, and confirms appointments directly against your calendar and EHR.

FAQ & Knowledge Answers

Answers hours, location, insurance, and prep questions grounded in your own knowledge base.

Messages & Callbacks

Captures structured messages and schedules callbacks when a human is the right next step.

Seamless Human Handoff

Escalates to staff with full context and transcript whenever a situation needs a person.

How it works

From Ring to Resolution

01

Answer

Picks up instantly on any channel and greets the patient in your practice's voice.

02

Understand

Identifies the caller and their intent, pulling context from the EHR and contact store.

03

Resolve or Route

Answers the question or routes the request to the right team, queue, or workflow.

04

Act

Completes tasks — booking, messages, callbacks — directly against your systems.

05

Log & Hand Off

Logs the interaction and escalates to staff with full transcript when needed.

Powered by the Vervelo Agents Platform

Open Source. On Your Infrastructure.

AI Receptionist is built on our open-source platform — deployable in your cloud, on-prem, or air-gapped — so caller data and recordings never leave your environment.

Explore the Platform →
Compliance-First Software

Compliance-First, Protecting Patient Data

AI Receptionist is built with HIPAA-ready security, audit logging, and safe handling of caller PHI — aligned to HIPAA, GDPR, SOC 2, and HL7 FHIR — so you can automate the front desk without compromising patient trust.

HIPAA Compliant GDPR SOC 2 HL7 FHIR
Vervelo company logo

Vervelo is a digital-health software partner blending deep clinical insight with world-class engineering to build tailored, secure, interoperable healthcare platforms.

Benefits of custom software solutions
  • Software delivered ownership benefit

    You fully own IT consulting and software delivered

  • Highly personalized solution benefit

    You get a highly personalized solution

  • Integration capability benefit

    Customize and integrate seamlessly

  • Scalability benefit

    On-demand scalability is always possible