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Curious Context Labs

Industry

AI for healthcare clinics

AI handles the front-desk and back-office work around patient care: bookings, reminders, intake forms, referral letters and claims paperwork. It never gives medical advice, and patient data stays inside the systems your clinic has approved.

use cases
29
tools
8

known issues

Where the time goes today

  1. Reception phones ring through lunch and after hours, and missed calls become missed bookings.

  2. Clinicians finish the day typing letters and admin notes instead of going home.

  3. Intake forms arrive incomplete, so staff chase patients for details before the appointment.

  4. Late cancellations leave gaps in the book that nobody has time to fill.

start here

Top use cases

The jobs we would usually look at first for healthcare clinics, best first.

  • Customer service

    Inbound and after-hours voice agent

    A voice agent picks up calls your team can't, answers common questions, books jobs or appointments and texts urgent details to whoever is on call.

    Voice/chat agent
  • Customer service

    Email and chat support agent

    An AI agent answers routine customer emails and chats from your help docs and order data, then hands anything unusual to your team with notes.

    Voice/chat agent
  • Customer service

    Patient and client intake

    Intake forms, emails and scanned documents are read, checked for gaps and entered into your practice system before the first appointment.

    Automation
  • Customer service

    Appointment reminders and no-show follow-up

    Customers get reminders by text or a short call, can confirm or rebook in the same thread, and missed appointments get a same-day follow-up.

    Voice/chat agent
  • Operations

    SOP assistant for frontline staff

    Staff on the floor, in the kitchen or on site ask how to do a task and get the steps from your own procedures, on their phone.

    Company assistant
  • Finance

    Invoice capture and posting

    Supplier invoices are read from the inbox, matched to the right supplier and account, and drafted as bills in Xero or QuickBooks for a person to approve.

    Automation
  • Customer service

    Review replies drafted for approval

    Drafts a personal reply to every new Google, Tripadvisor or Trustpilot review, so the owner can check and post them in a few minutes a day.

    Agent

22 more entries

More use cases for healthcare clinics

  • Sales

    Lead follow-up and qualification

    Every new enquiry gets a reply by text or email within minutes, a few qualifying questions, and a booked call if it is a good fit.

    Voice/chat agent
  • Marketing

    On-brand content drafts

    Drafts emails, social posts and blog outlines that follow your brand guide, product facts and past best work, so the team edits instead of starting blank.

    Company assistant
  • Marketing

    SEO page creation and refresh

    Finds the search terms your customers use, drafts new service and location pages, and refreshes old pages that are slipping, all from your own facts.

    Agent
  • Marketing

    Brand and claims checks before publishing

    Checks ads, emails and web copy against your brand rules and the advertising rules for your sector, and flags risky claims before anything goes live.

    Custom app
  • Operations

    Stock and reorder alerts

    Watches stock levels and sales across your channels, warns you before items run out and drafts reorders that take lead times into account.

    Automation
  • Operations

    Scheduling and dispatch

    Proposes the day's job schedule from skills, locations and parts, then updates crews and customers when plans change.

    Agent
  • Finance

    Expense checks against policy

    Every expense claim is checked against your written policy, with receipts read and clear notes on what breaks the rules, before a manager approves it.

    Automation
  • HR and people

    Policy and benefits assistant in Slack or Teams

    Staff ask leave, benefits and policy questions in Slack or Teams and get an answer from your own handbook, with a link to the exact section.

    Company assistant
  • HR and people

    Resume screening with written reasons

    Every application is scored against the job's must-have criteria, with a written reason for each score, so hiring managers can check the reasoning.

    Custom app
  • HR and people

    Interview scheduling

    Candidates book, move or cancel interviews by email or text with an assistant that sees your interviewers' real calendars and confirms in minutes.

    Voice/chat agent
  • HR and people

    Onboarding plans

    Each new hire gets a first-weeks plan built for their role, with accounts, equipment, intros and training booked across your tools before day one.

    Agent
  • HR and people

    Training content built from SOPs

    Your written procedures become short training modules, checklists and quizzes, kept in step with the SOPs as they change.

    Agent
  • HR and people

    Timesheet and payroll checks

    Timesheets are checked against rosters, leave and pay rules before each pay run, and odd entries go to the manager with a plain reason.

    Automation
  • IT

    Joiner and leaver account setup

    An agent that reads new starters and leavers from your HR system, then builds or removes their email, app logins and devices to a checklist.

    Agent
  • IT

    Phishing report triage

    Checks every email staff report as suspicious, explains the verdict, and pulls matching copies from other inboxes once your IT lead agrees.

    Agent
  • Legal and compliance

    Policy Q&A with clause citations

    Answers staff questions about your handbook, policies and procedures in plain words and quotes the exact clause each answer comes from.

    Company assistant
  • Legal and compliance

    Regulatory update digests

    Watches the regulators and sources you follow, filters out what does not apply, and sends a short weekly digest linked to the policies affected.

    Automation
  • Legal and compliance

    Audit evidence collection

    Gathers screenshots, exports and sign-offs for each audit control from your systems, labels them and flags gaps before the auditor asks.

    Agent
  • Leadership

    Board pack assembly

    AI gathers the month's financials, KPIs and department updates into your board pack template, drafts the commentary and tracks what is still missing.

    Agent
  • Company-wide

    Company AI assistant on your own knowledge

    A private assistant in Slack, Teams or the browser that answers staff questions from your own policies, files and wikis, with a link to the source.

    Company assistant
  • Company-wide

    AI training and adoption programs

    Hands-on AI training built around your team's real tasks, with a shared prompt library and a practice assistant so new habits last beyond the workshop.

    Company assistant

integrations

Tools we connect to

Systems businesses like yours commonly run. Wherever it can, the AI works inside the tools your team already uses. If yours is not listed, ask: most tools with an API can be connected.

  • Cliniko
  • Jane
  • Nookal
  • Halaxy
  • athenahealth
  • Power Diary
  • HotDoc
  • Microsoft 365

Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.