Fini ships a finished agent. Richpanel ships an ecommerce helpdesk.
Richpanel and Fini both turn up in searches for AI customer support agents, but they are not built for the same buyer. Fini is a finished, per-resolution AI agent purpose-built for fintech and healthcare support, live in 30 days with native integrations into claims, billing, and EHR systems. Richpanel is an ecommerce and DTC helpdesk with an AI layer on top, built for Shopify, WooCommerce, and Recharge merchants who want to replace Zendesk or Gorgias.
This comparison is honest about the mismatch. Richpanel is a capable, purpose-built platform for ecommerce support teams. It has no fintech or healthcare customers we could find, no core banking or EHR integrations, and was not built to solve the regulated-industry problem Fini solves. If you sell physical products online, Richpanel is a fair evaluation. If you run support for a bank, lender, insurer, or healthcare provider, the two products are not really competing for the same job.
In this comparison: What each is · Richpanel pricing · How they differ · Capabilities · Feature by feature · Ease of use · What customers say · The full side-by-side · Which to choose · Compliance · FAQ
What is Fini?
Fini is an AI customer-support agent priced per resolution, backed by Y Combinator and Matrix Partners. It connects natively to helpdesk, knowledge base, CRM, billing, claims, and EHR systems, so it can take real action on tickets rather than just answering questions from a script.
Fini resolves 90% of support volume at 99% accuracy, goes live within 30 days, and already handles more than 3 million monthly resolutions for fintech and healthcare companies. It works across voice, chat, and email, supports 130+ languages, and responds to a new conversation in about 5 seconds.
Fini charges a starting rate of $0.49 per resolution, with no per-seat fees, so cost scales with outcomes rather than headcount or conversation volume. Its pricing also includes the 90-Day Money-Back Guarantee: if Fini does not reach a 90% resolution rate within 90 days of going live, you are not charged for the shortfall.
What is Richpanel?
Richpanel is an ecommerce helpdesk platform founded in 2020, backed by Sequoia Capital, and describes itself as profitable. Its own tagline is "the helpdesk where AI closes 50% of tickets," and it positions itself explicitly as a replacement for Zendesk or Gorgias for teams that have outgrown them, which places it in the ecommerce helpdesk category rather than the vertical AI agent category Fini occupies.
The product is a unified inbox across email, chat, SMS, WhatsApp, Instagram, Facebook, TikTok, and phone, with an AI Agents layer on top that claims 50 to 80% end-to-end resolution. Richpanel guarantees the 50% figure in writing and treats the higher end of that range as aspirational marketing. Add-ons include a self-service portal, a returns and exchanges module, a social media moderation agent, and a QA agent that reviews 100% of AI conversations. Customers can also pick the underlying model, Claude, GPT, or Gemini, a multi-model wrapper approach rather than a single purpose-built agent. The full breakdown is on Richpanel's own site.
Richpanel's named customers, by its own customer and case-study pages, are Ridge, Pela, Jones Road Beauty, Bicycle Warehouse, SheThinx, Lomi, Shinesty, Raycon, Pique, and similar direct-to-consumer brands, out of a claimed base of 3,000-plus brands overall. Every named or case-studied customer we found is ecommerce, retail, food and beverage, beauty, pet products, or consumer goods. We found zero fintech, banking, insurance, or healthcare customers anywhere on the site.
Richpanel pricing in 2026
Richpanel publishes real numbers rather than a pure custom quote. Helpdesk seats are $99 per seat per month, with unmetered replies and no per-ticket fee, covering the unified inbox, assignment rules, reporting, macros, and migration tooling. The AI Agents layer is billed separately at $0.20 per conversation, charged per full conversation thread rather than per message or per resolution. The QA Agent, Social Media Agent, and Self-Service Portal are included at no extra cost, while the Returns and Exchanges module starts at $99 a month on its own.
Richpanel backs this with a guarantee: 50% of tickets automated within 30 days, or a full refund, alongside a claim of a 30% lower bill than competing AI-plus-helpdesk stacks. The practical difference from Fini is that Richpanel's AI fee is billed per conversation regardless of whether that conversation actually resolved, and it sits on top of a separate per-seat helpdesk fee, so total cost of ownership has two moving parts. Fini charges one $0.49 per resolution, with nothing else to add up.
How Fini and Richpanel differ
The core difference is category, not just price. Fini is purpose-built for fintech and healthcare support, with the integrations, resolution logic, and compliance posture already built for those workflows, live in 30 days. Richpanel is a horizontal ecommerce helpdesk with an AI layer, architected around Shopify, WooCommerce, Magento, Amazon, and Recharge, with general connectors limited to Salesforce, HubSpot, and one-click migration from Zendesk or Gorgias.
That architecture shows up directly in the integrations Richpanel does not have. There is no core banking, EHR, or claims-processing connector anywhere in its published integration list, the kind of agentic AI integration depth Fini builds in from day one for regulated support. Richpanel's onboarding is also built for a fast, self-serve SMB buyer, one-click competitor migration, seat-based pricing, self-serve add-ons, not the security-review and procurement cycle a bank or healthcare provider typically runs.
Capabilities side by side
At a functional level, the two products are built for different buyers. The table below lines up the core capabilities most teams evaluate first.
Capability | Fini | Richpanel |
|---|---|---|
Primary focus | Finished AI agent for fintech and healthcare support | Ecommerce and DTC helpdesk with an AI layer |
Time to go live | 30 days | Fast, self-serve setup with one-click migration from Zendesk or Gorgias |
Pricing model | $0.49 per resolution, no per-seat fees | $99 per seat per month plus $0.20 per AI conversation |
Vertical integrations | Native to claims, billing, CRM, EHR, helpdesk, knowledge base | Native to Shopify, WooCommerce, Magento, Amazon, Recharge |
Resolution guarantee | 90-Day Money-Back Guarantee: 90% in 90 days or no charge for the shortfall | 50% automation in 30 days or a full refund |
Feature by feature
Zooming into individual features shows the same pattern: Fini is a single vertical agent, Richpanel is a horizontal ecommerce inbox with an AI layer bolted on.
Feature | Fini | Richpanel |
|---|---|---|
Channels | Voice, chat, email | Email, chat, SMS, WhatsApp, Instagram, Facebook, TikTok, phone |
Languages | 130+ | Not specified in public product pages |
Resolution rate | 90% resolution at 99% accuracy | 50% guaranteed, with 70 to 80% cited as an aspirational range |
Underlying model approach | Purpose-built vertical agent | Customer choice of Claude, GPT, or Gemini, a multi-model wrapper |
Vertical connectors (claims, EHR, core banking) | Native | Not evidenced in the published integrations list |
Ecommerce connectors (Shopify, WooCommerce, Recharge) | Not applicable | Native |
Compliance claims | Confirm directly with Fini for your workload | SOC 2 Type II stated as audited annually; HIPAA claimed without a linked audit artifact |
Ease of use and admin experience
Fini's onboarding is closer to an implementation project than a setup task: connect your existing systems, and Fini goes live in 30 days on top of your own data. There is no inbox to configure because the agent, its integrations, and its escalation logic are already built for fintech and healthcare support.
Richpanel's admin experience is designed for a fast, self-serve buyer. One-click migration tooling pulls existing tickets and macros in from Zendesk or Gorgias, seats and add-ons are self-serve, and the AI Agents layer turns on without a build phase, since it is answering from existing help-center content rather than a custom-configured workflow. That speed makes sense for a DTC brand replacing a general helpdesk. It is not the same admin experience as standing up an agent against core banking, claims, or EHR systems, which Richpanel's own integration list does not support.
Fini's differentiators
Built for regulated industries, not bolted onto ecommerce
Fini's integrations into claims, billing, CRM, and EHR systems are native. Richpanel's deepest integrations are Shopify, WooCommerce, Magento, and Recharge, and its own site shows no core banking, claims, or EHR connector at all.
Resolution-based pricing, not per-conversation
At $0.49 per resolution with no per-seat fees, Fini's cost tracks outcomes. Richpanel charges $0.20 per conversation on top of a $99 per-seat fee, and that conversation fee applies whether or not the AI actually resolved anything.
A guarantee tied to a higher bar
Fini's 90-Day Money-Back Guarantee means no charge for the shortfall if it does not hit 90% resolution within 90 days. Richpanel's guarantee is a refund if it misses 50% automation in 30 days, a lower bar paired with a looser remedy.
A vertical specialist, not a multi-model wrapper
Fini is a single purpose-built agent tuned for regulated support content. Richpanel lets customers pick Claude, GPT, or Gemini underneath a general helpdesk, a routing layer rather than a specialist architecture.
Richpanel's recognized strengths
None of this makes Richpanel a weak product, it makes it a different one, built well for its actual market. Richpanel's integrations with Shopify, WooCommerce, Magento, and Recharge are deep and purpose-built, not generic connectors, and its returns, self-service, and social-moderation add-ons are shaped specifically around DTC and subscription-commerce operations. It is backed by Sequoia Capital, describes itself as profitable, and claims a base of more than 3,000 brands, with real named customers across apparel, beauty, food and beverage, and consumer goods.
For a Shopify or WooCommerce merchant that has outgrown Zendesk or Gorgias and wants a helpdesk purpose-built for ecommerce, with one-click migration and a published, seat-plus-conversation price, Richpanel is a reasonable, well-scoped option.
What customers say
Fini customers describe measurable resolution outcomes on live support volume in fintech and healthcare, not just a smoother inbox.
Richpanel's own case studies cite Ridge at $2.1 million in support-driven revenue and $500,000 in cost savings, Pela at a 50% support cost reduction with its Trustpilot rating rising from 2.2 to 3.8, and Jones Road Beauty at more than $1.5 million in support-attributed revenue with a 46% automation rate. These are Richpanel-reported figures from its own customer pages, not independently audited results, and none of the customers cited are in fintech or healthcare.
The full side-by-side
Pulling every verified data point together for a single reference view.
Category | Fini | Richpanel |
|---|---|---|
Product type | Finished per-resolution AI agent for fintech and healthcare | Ecommerce and DTC helpdesk with an AI layer |
Pricing | $0.49 per resolution, no per-seat fees | $99 per seat per month plus $0.20 per AI conversation |
Time to go live | 30 days | Fast, self-serve setup with one-click competitor migration |
Resolution rate | 90% at 99% accuracy | 50% guaranteed, 70 to 80% cited as aspirational |
Guarantee | 90-Day Money-Back Guarantee, 90% in 90 days | 50% automation in 30 days or a full refund |
Channels | Voice, chat, email | Email, chat, SMS, WhatsApp, Instagram, Facebook, TikTok, phone |
Vertical integrations | Native: claims, billing, CRM, EHR, helpdesk, knowledge base | Native: Shopify, WooCommerce, Magento, Amazon, Recharge |
Customer base | Fintech and healthcare companies | 100% ecommerce, DTC, and consumer goods brands we could find |
Backers | Y Combinator, Matrix Partners | Sequoia Capital (amount not disclosed) |
Compliance certifications | Confirm directly with Fini for your workload | SOC 2 Type II audited annually; HIPAA claimed without a linked audit; no ISO 27001 found |
Public reviews | Customer testimonials on usefini.com | G2 and Capterra ratings could not be independently verified as of this writing |
Which should you choose?
Choose Richpanel if you run a Shopify, WooCommerce, or Recharge-based ecommerce or DTC business, you have outgrown Zendesk or Gorgias, and you want a purpose-built ecommerce helpdesk with published, seat-plus-conversation pricing. Its case studies back that use case up well.
Choose Fini if you are a fintech or healthcare company that needs an agent live in 30 days, resolving real tickets against your claims, billing, EHR, or core systems, with a guarantee tied to a 90% resolution bar. If you are evaluating other platforms too, see how Fini compares to Gorgias and Gladly.
Compliance
Richpanel states that its SOC 2 Type II certification is audited annually, and its GDPR posture is backed by an actual data processing agreement referencing UK IDTA and EU standard contractual clauses, both reasonably substantiated claims. Its HIPAA claim is a different matter: it is stated in marketing copy as independently audited, but we could not find a linked audit report, a BAA mention, or a trust-center certificate on Richpanel's own security and trust pages, and it has no healthcare customer on record to show that claim exercised in production. ISO 27001 and PCI are not claimed anywhere we found.
Fini serves fintech and healthcare customers handling regulated data through native integrations into claims, billing, and EHR systems, with the details on Fini's own security page. If compliance certifications are a hard requirement for your deployment, confirm the current status directly with each vendor rather than taking a marketing claim at face value.
Ready to compare on your own data?
The fastest way to know which is the right fit is to test against your own tickets and your own systems, not a slide deck. Talk to Fini about a live pilot on your own data.
Is Richpanel a good fit for fintech or healthcare support?
Not really. Richpanel is an ecommerce and DTC helpdesk built around Shopify, WooCommerce, and Recharge, with no fintech, banking, insurance, or healthcare customers we could find and no core banking, claims, or EHR integrations in its published integration list. It was not built for regulated-industry support the way Fini is.
What does Richpanel cost in 2026?
Richpanel charges $99 per seat per month for its helpdesk, unmetered on replies, plus $0.20 per AI conversation for its AI Agents layer, billed per full conversation rather than per resolution. The Returns and Exchanges module starts at $99 a month on its own, while the QA Agent, Social Media Agent, and Self-Service Portal are included at no extra cost.
How is Fini's pricing different from Richpanel's?
Fini charges a starting rate of $0.49 per resolution with no per-seat fees, so cost scales with outcomes. Richpanel combines a $99 per-seat helpdesk fee with a $0.20 per-conversation AI fee that applies whether or not the AI actually resolved the ticket, so a Richpanel bill has two moving parts instead of one.
Is Richpanel's HIPAA claim verified?
Richpanel states HIPAA compliance in its marketing copy, but we could not find a linked audit report, BAA mention, or trust-center certificate on its own security and trust pages, and it has no healthcare customer on record. Its SOC 2 Type II claim, described as audited annually, is more substantiated by comparison.
What integrations does Richpanel support?
Richpanel's deep, named integrations are ecommerce-specific: Shopify, WooCommerce, Magento, Amazon, Recharge, Loop Returns, Klaviyo, Yotpo, and Aftership. General connectors are limited to Salesforce, HubSpot, and one-click migration from Zendesk or Gorgias. There is no core banking, EHR, or claims-processing integration in its published list.
How fast can I go live with Fini versus Richpanel?
Fini goes live in 30 days on your own data, with claims, billing, CRM, and EHR integrations already built in. Richpanel is designed for fast, self-serve setup with one-click migration from Zendesk or Gorgias, which suits a standard ecommerce helpdesk but was not built around regulated-industry systems.
