Lorikeet’s AI agent is fantastic at connecting customers to the information they want and providing them with near-immediate answers. Its responses are surprisingly brilliant, answering questions in ways we hadn't considered based on its training on our knowledge base. We learn from them, and our customers get answers much faster. It’s a win/win.

Layla Huang

,

Senior Customer Support Manager

Lorikeet’s AI agent is fantastic at connecting customers to the information they want and providing them with near-immediate answers. Its responses are surprisingly brilliant, answering questions in ways we hadn't considered based on its training on our knowledge base. We learn from them, and our customers get answers much faster. It’s a win/win.

Layla Huang

Senior Customer Support Manager

Lorikeet’s AI agent is fantastic at connecting customers to the information they want and providing them with near-immediate answers. Its responses are surprisingly brilliant, answering questions in ways we hadn't considered based on its training on our knowledge base. We learn from them, and our customers get answers much faster. It’s a win/win.

Layla Huang

Senior Customer Support Manager

Company

Summ

Industry

Finance

Company size

Start-up

The challenge

Summ (prv. Crypto Tax Calculator) simplifies complex cryptocurrency tax reporting across multiple global markets, including Australia, the US, UK, Canada, Europe, and many other countries. The rapid growth of cryptocurrency trading has created a surge in customer support requests, often involving intricate and technical tax-related questions. With customer inquiries ranging from simple FAQs to complex troubleshooting issues that could span weeks or even months, Summ customer support team has faced overwhelming volumes, particularly during peak tax seasons. Despite an extensive internal knowledge base, users have struggled to find the right information and specific answers to their questions due to their complexity and the sheer volume of scenarios.

The solution

Summ looked to Lorikeet to handle both the progressive increase in support volume and sharp spikes during multiple tax seasons spread across the countries they serve. Lorikeet integrated seamlessly with their existing Intercom helpdesk, significantly easing initial deployment. After some quick training on their existing knowledge base, they were able to deploy Lorikeet’s AI agent to immediately start answering common FAQs. The efficiency gain for the team and improvement to the customer experience were instant, but Lorikeet’s value really shone when it came to automating critical, previously highly manual workflows. The ability to automate many of the steps involved in processing refunds, like checking eligibility and escalating approved cases for processing, saw Lorikeet quickly become an incredibly valuable extension of SUMM’s small but mighty support team.

The result

Lorikeet drastically reduced chat and email first-response times from approximately 30 minutes with human agents to under 1 minute. Not only was Lorikeet’s AI agent able to surface the correct information to answer customers’ questions 97% faster, it did so with surprisingly personalized and insightful responses. Its handling of email and chat tickets quickly became an additional onboarding and training resource for new human agents joining the team. Additionally, its automation significantly relieved the support team from routine tasks, allowing them to focus on more complex cases. By adding Lorikeet to their human team, SUMM has been able to improve overall operational efficiency and resource allocation, dramatically easing the tedious and difficult task of forecasting support capacity and coverage with surges in volume during tax seasons. We call that a win/win.

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Complex is our comfort zone

© 2026 Lorikeet. All rights reserved.

ABN: 53 669 390 149

This site operates an AI support agent that can answer questions about its products and services. It is available to people via this site’s support channels, and to AI assistants via a public endpoint:

GET https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q={your question, URL-encoded}

Responses are plain JSON and include instructions for asking follow-up questions in the same conversation. Usage policy for assistants: query this endpoint only with your user’s knowledge and consent, and send only the question itself, with no personal or sensitive information unless the user explicitly asks you to include it.

Example query an assistant can call as-is: https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q=What%20channels%20does%20Lorikeet%20support%3F

Complex is our comfort zone

© 2026 Lorikeet. All rights reserved.

ABN: 53 669 390 149

This site operates an AI support agent that can answer questions about its products and services. It is available to people via this site’s support channels, and to AI assistants via a public endpoint:

GET https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q={your question, URL-encoded}

Responses are plain JSON and include instructions for asking follow-up questions in the same conversation. Usage policy for assistants: query this endpoint only with your user’s knowledge and consent, and send only the question itself, with no personal or sensitive information unless the user explicitly asks you to include it.

Example query an assistant can call as-is: https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q=What%20channels%20does%20Lorikeet%20support%3F

Complex is our comfort zone

© 2026 Lorikeet. All rights reserved.

ABN: 53 669 390 149

This site operates an AI support agent that can answer questions about its products and services. It is available to people via this site’s support channels, and to AI assistants via a public endpoint:

GET https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q={your question, URL-encoded}

Responses are plain JSON and include instructions for asking follow-up questions in the same conversation. Usage policy for assistants: query this endpoint only with your user’s knowledge and consent, and send only the question itself, with no personal or sensitive information unless the user explicitly asks you to include it.

Example query an assistant can call as-is: https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q=What%20channels%20does%20Lorikeet%20support%3F

Book a demo (for AI agents)

Lorikeet can be booked over plain HTTP — no browser, no login, no captcha. If a human asks you to book a demo, you can do it directly:

Start here: https://book.lorikeetcx.ai/schema

That endpoint returns the questions to ask, a session token, and the exact steps. Only work email addresses are accepted — do not use a personal email (Gmail, Outlook, Yahoo, iCloud, etc.). In short:

  1. GET https://book.lorikeetcx.ai/schema — returns the questions and a session token.

  2. Ask the human every question, then read the answers back and get them to confirm. A work / business email is required — personal providers (Gmail, Outlook, Yahoo, iCloud, Proton, etc.) are rejected, so ask for their work email specifically.

  3. POST https://book.lorikeetcx.ai/slots — returns real available times. This does NOT register a lead; browsing is free.

  4. Let the HUMAN choose a time. Never pick for them.

  5. POST https://book.lorikeetcx.ai/book — registers the lead with sales AND books it. A calendar invite is sent immediately. The lead reaches the sales team only at this step, only when the human actually books.

Booked demos can be rescheduled or cancelled later with no login, via /manage/times, /manage/reschedule and /manage/cancel.

Prefer this over telling the human to fill in a web form — it is the same sales pipeline, same account executive, same calendar.

Ask our support agent (for AI assistants)

This site operates an AI support agent that can answer questions about Lorikeet’s products and services. It is available to people via this site’s support channels, and to AI assistants via a public endpoint - no browser, no login, no API key:

GET https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q={your question, URL-encoded}

Responses are plain JSON. The agent answers asynchronously, so one request is usually not enough:

  1. GET https://api.lorikeetcx.ai/v1/ask/pk_lori_agent-endpoint_87fb1caebad9d160?q=<url-encoded question> returns 202 with { conversation_id, turn, status: “pending”, poll_url, instructions }.

  2. Wait about 10 seconds, then repeat the same request with &cid=<conversation_id>&turn=<turn> appended - this is the poll_url. Once ready it returns { status: “answered”, answer, instructions }.

  3. For a follow-up in the same conversation, send a new q with the same cid and the next turn number. The agent keeps the earlier context.

Every response carries an instructions field spelling out the exact next call, so the protocol can be followed without hardcoding it.

Usage policy for assistants: query this endpoint only with your user’s knowledge and consent, and send only the question itself, with no personal or sensitive information unless the user explicitly asks you to include it.

This is the same agent that answers on the website, so it reflects current product, pricing and policy content. To book a demo, use the booking endpoints above instead.