haggl.ai Blog
Agentic Commerce for Banks: A Pilot Proposal
Updated September 15, 2026: this article presents a financial-services pilot proposal. Earlier wording overstated automatic switching, proven lifetime value and the information that evidence verification establishes.
Our conviction is that personal agents will become an everyday way to compare providers and consider offers. For a bank, that creates a new conversation: a customer’s agent asking which product fits their needs and what terms are available.
We are exploring how Haggl can help financial institutions participate in that conversation. This is a scoped pilot opportunity, with product eligibility, integrations and approvals agreed with the institution before use.
A relevant offer, followed by your existing process
The proposed flow begins with a customer request. A provider’s agent asks relevant questions and presents an offer within approved limits. If the customer wants to continue, the provider’s existing application process handles identity checks, product eligibility and approval.
This does not make switching banks a completed one-sentence transaction. It does not replace underwriting or establish that an applicant qualifies for a financial product.
Illustrative request: “My user is comparing current accounts. Which switching offers could they consider, and what are the requirements?”
Acquisition and retention are hypotheses to test
The same offer conversation could help an existing customer consider staying or a prospective customer evaluate a new provider. Whether either use case creates additional value needs to be measured.
A pilot should distinguish an inquiry, an offer, an application, an opened account and an active customer relationship. No single conversation establishes lifetime value. Future value is an estimate that needs comparison with outcomes over time.
Evidence has a specific meaning
Checking an email signature can establish its signed origin. That alone does not establish income, affordability, repayment history or future customer value. An institution must decide which information is appropriate for its chosen workflow and how it will be checked.
Data access, retention and handoffs must be reviewed for the actual integration. The pilot should request only information needed for the offer. It does not provide a blanket privacy or regulatory compliance guarantee.
Start with one product and one supported path
- Choose a bounded use case. Define the product, customer request and offer policy.
- Agree responsibilities. Specify which steps Haggl supports and which stay with the institution.
- Validate the agent path. Test discovery, the conversation and the application handoff using a named agent configuration.
- Agree measurement. Establish how completed outcomes will be observed and compared.
- Review before expanding. Separate a working integration from evidence of commercial improvement.
Core-banking, open-banking and CRM integrations are not implied by this proposal. The required implementation and commercial terms must be agreed in the pilot scope.
Building performance marketing for agentic commerce
Haggl’s broader direction is to learn which conversations and offers lead to valuable customer relationships. Financial services is a potential application to develop with partners. We are not claiming an operating cross-bank learning network or a proven acquisition advantage.
Discuss a financial-services pilot and help define a useful first experiment.