When it comes to money,
your chatbot needs live data.

Launchline helps FinTechs connect Zendesk to internal systems so AI responses are generated from real-time, permissioned data — safely and securely.

Why most AI chatbots fail in FinTech

Most AI chatbots are built for static knowledge — not real-time financial systems.

Detached from systems of record

AI answers trained on docs can’t reflect real-time account state, transactions, or flags.

Guesses disguised as answers

Without querying systems of record, responses are guesses — not answers.

Unsafe access

Most bots lack fine-grained permissions, increasing the risk of data leakage.

Zero verification

Customers trust answers that can’t be traced back to a real source.

How it works

Step 1
Zendesk question

A customer asks a support question inside an existing Zendesk workflow.

Step 2
Context & permissions

We evaluate who is asking and what data they’re allowed to access.

Step 3
Live systems query

Relevant databases and internal APIs are queried in real time.

Step 4
Guarded answer

An answer is generated from real data with traceability and controls.

Frequently Asked Questions

How does Launchline work?

Launchline connects directly to your internal systems and databases and uses them—at runtime—to answer customer questions inside Zendesk.

Instead of relying on static documentation, Launchline evaluates who’s asking, what they’re allowed to see, queries the relevant systems in real time, and generates an answer backed by live data. No content syncing. No stale knowledge. Just answers grounded in your systems of record.

What kind of questions can Launchline resolve?

Launchline is built for account- and transaction-specific questions that traditional AI chatbots can’t safely answer, such as:

  • “Why was my transfer flagged?”
  • “What’s the status of my withdrawal?”
  • “Why was my account restricted?”
  • “Which transactions are pending or reversed?”
  • “What documents are missing for verification?”

If the answer depends on live account state, permissions, or internal data, Launchline can handle it.

How does Launchline use my data?

Launchline enforces strict, permission-aware access at query time. Every request is evaluated based on who the customer is and what data they’re allowed to see. Responses are generated from approved systems only and can be traced back to their source. We do not store customer data long-term or use it to train models.

How much does Launchline cost? 

Launchline uses a usage-based pricing model, based on the volume of live queries resolved.You only pay for successful, real-time answers generated from your systems—not seats, bots, or conversations. This keeps costs aligned with actual deflection and customer impact.Contact us to discuss expected usage and pricing.

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