Fini ships a finished agent. Gupshup ships a messaging platform.
Gupshup and Fini both surface in searches for AI customer support agents, but they come from different starting points. 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. Gupshup is a 2004-era CPaaS and WhatsApp messaging platform that has added an AI-agent layer, Auto Bot Builder, on top of its messaging infrastructure since 2023.
This comparison is honest about the mismatch. Gupshup is a genuinely large, well-funded messaging company with real banking customers, but it is not a vertical resolution agent built for regulated fintech and healthcare support the way Fini is. Judge each for what it actually is, not for what the branding implies.
In this comparison: What each is · 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 Gupshup?
Gupshup was founded in 2004 and is built on a CPaaS and omnichannel messaging foundation, sold today as the Conversation Cloud across WhatsApp, SMS, Instagram, and RCS. It has been a WhatsApp Business Solution Provider since 2017, and its own site, gupshup.ai, now serves what used to live at gupshup.io, a rebrand that reflects Gupshup's push to reposition itself around AI.
On top of that messaging backbone, Gupshup markets Autonomous AI Agents for Sales, Marketing and Customer Support, built around a self-serve LLM-based Auto Bot Builder launched in 2023, a proprietary fine-tuned ACE LLM, and an AI Co-Pilot that suggests responses and summaries to human agents rather than resolving tickets on its own. Gupshup states it serves 50,000+ businesses and handles more than 120 billion conversations a year across 60 to 130+ countries, scale built from two decades as messaging infrastructure, not from an AI-agent product designed ground-up.
Gupshup pricing in 2026
Gupshup's published, self-serve pricing is structured like CPaaS usage billing, not like an AI-agent product. The platform fee is $0.001 per message for template and session text messages, and $0.0001 per second for voice calls. On top of that, WhatsApp's own per-message conversation fees, covering Marketing, Utility, Authentication, and Service categories, are billed separately by Meta at actuals, so Gupshup's fee is a markup layered on a pass-through cost, not an all-in price.
There are no published self-serve subscription tiers. Custom pricing, where the AI-agent capabilities live, requires contacting sales for a custom quote. That is the opposite of Fini's model: a starting rate of $0.49 per resolution, published on Fini's own pricing page, with no usage tiers, no pass-through fees, and no quote-only gate on the core product.
How Fini and Gupshup differ
The core difference is category, not just feature depth. Fini is a purpose-built agentic AI resolution engine for fintech and healthcare, with integrations, workflows, and resolution logic already built for those regulated use cases. Gupshup is messaging infrastructure first: an AI-agent layer, Auto Bot Builder, was added in 2023, and its flagship banking AI capability, Active.ai, was acquired in 2021 rather than built natively for BFSI from the start.
Gupshup's case-study library does include real banking names: Tonik Bank, Standard Chartered, Axis Bank, and IndusInd Bank. But its deepest documented case, Tonik Bank, describes a WhatsApp and in-app chatbot that reads bank policy documents to answer queries, a hybrid of a fine-tuned model and traditional NLP, not evidence of native integration into core banking, underwriting, or transaction systems. There is no comparable case study, or even a live solutions page, for healthcare: a direct check of gupshup.ai/solutions/healthcare returned a 404.
Capabilities side by side
At a functional level, the two products are built for different buyers entirely. The table below lines up the core capabilities most teams evaluate first.
Capability | Fini | Gupshup |
|---|---|---|
Primary focus | Finished AI agent for fintech and healthcare support | CPaaS messaging platform (WhatsApp, SMS, Instagram, RCS) with an AI-agent layer for any industry |
Time to go live | 30 days | Self-serve messaging API can integrate quickly; AI-agent capability is enterprise, sales-assisted |
Pricing model | $0.49 per resolution, no per-seat fees | $0.001 per message platform fee plus Meta's pass-through conversation fees; enterprise AI tier is quote-only |
Vertical integrations | Native to claims, billing, CRM, EHR, helpdesk, knowledge base | Omnichannel messaging channels; banking AI capability (Active.ai) was acquired in 2021, not built natively |
Resolution guarantee | 90-Day Money-Back Guarantee: 90% in 90 days or no charge for the shortfall | No published resolution guarantee; results are self-reported per case study |
Feature by feature
Zooming into individual features shows the same pattern: Fini ships a resolution outcome, Gupshup ships communication infrastructure with an assistive AI layer on top.
Feature | Fini | Gupshup |
|---|---|---|
Channels | Voice, chat, email | WhatsApp, SMS, Instagram, RCS, voice |
Languages | 130+ | Not specified in public product pages |
Resolution accuracy | 90% resolution at 99% accuracy | Self-reported per case study: 75% of queries auto-resolved at 95% AI accuracy (Tonik Bank), 97% accuracy (Axis Bank) |
Knowledge grounding | Built in, tuned for regulated support content | Fine-tuned ACE LLM plus traditional NLP reading bank policy documents (Tonik Bank) |
Multi-step workflows and tool calls | Native to the agent | AI Co-Pilot assists human agents with suggested responses and summaries; several deployments keep a human in the loop rather than resolving autonomously |
Escalation to a human | Built into the core workflow | Common pattern, consistent with the AI Co-Pilot's agent-assist design |
Vertical connectors (claims, EHR, core banking) | Native | No core-banking or EHR integration evidenced; BFSI wins read as conversational deflection on existing systems, and no healthcare case study was found |
Ease of use and admin experience
Fini's onboarding is closer to an implementation project than a build project: connect your existing systems, and Fini goes live in 30 days on top of your own data, with escalation and vertical logic already built in.
Gupshup's self-serve WhatsApp API is straightforward to integrate for messaging alone, which is where two decades of product maturity shows. But the AI-agent side looks less finished: a direct check of gupshup.ai/platform/auto-bot-builder returned a 404, suggesting the self-serve LLM bot-builder may now be sold only through enterprise sales rather than as an easy, self-serve product. Gupshup's own flagship case study, Tonik Bank, pairs its fine-tuned model with traditional NLP rather than running the LLM agent alone, a sign the agent stack still leans on a rules backstop rather than standing on its own.
Fini's differentiators
Built for regulated industries, not layered onto messaging infrastructure
Fini's integrations into claims, billing, CRM, and EHR systems are native from day one. Gupshup's comparable banking capability, Active.ai, was acquired in 2021 and bolted onto a messaging platform that has existed since 2004.
Resolution-based pricing, not per-message billing
At $0.49 per resolution with no per-seat fees, Fini's cost tracks outcomes. Gupshup charges per message on top of Meta's own pass-through conversation fees, so cost tracks volume sent, whether or not a query was actually resolved.
A guarantee, not a self-reported result
Fini's 90-Day Money-Back Guarantee means that if it does not hit 90% resolution within 90 days of going live, you do not pay for the shortfall. Gupshup's resolution figures, such as Tonik Bank's 75% auto-resolution rate, are self-reported per customer with no public, standardized guarantee attached.
A healthcare specialization Gupshup does not have
Fini's native EHR and claims integrations serve regulated healthcare support directly. Gupshup's case-study library, 30 titles reviewed, includes zero healthcare customers, and its solutions/healthcare page returns a 404, evidence that healthcare is not an actively marketed vertical for Gupshup today.
Gupshup's recognized strengths
None of this makes Gupshup a weak company, it makes it a different kind of company. Gupshup operates at genuine CPaaS scale: more than 50,000 businesses, over 120 billion conversations a year, and a WhatsApp Business Solution Provider relationship dating to 2017. It has raised roughly $446 million and reached unicorn status with a $1.4 billion valuation in a 2021 Series F led by Tiger Global, real capital behind a real messaging business.
Its banking logos are genuine too: Tonik Bank, Standard Chartered, Axis Bank, and IndusInd Bank all run conversational deployments on Gupshup's platform, and the company has picked up industry recognition including Meta Partner of the Year, a Juniper OTT Messaging Leader placement, and a spot on Everest Group's AI Top 50. For a team that primarily needs omnichannel WhatsApp, SMS, or RCS messaging at scale, and wants an AI layer added on top of that existing channel investment, Gupshup is a large, credible, well-funded option.
What customers say
Fini customers describe measurable resolution outcomes on live support volume. Gupshup's own published customer voice points in the same direction as its case studies: Mila Bedrenets, Chief Growth Hacker at Tonik Bank, credited Gupshup's Gen AI solution with improving customer service efficiency and said the bank expects to reduce operational costs by $20 million over three years, a genuine, named result on a document-reading chatbot layer.
Independent review-site data for Gupshup, from G2, Capterra, and TrustRadius, was not reachable at the time of this research, so no specific rating or review count is cited here, and none should be assumed without direct verification.
The full side-by-side
Pulling every verified data point together for a single reference view.
Category | Fini | Gupshup |
|---|---|---|
Product type | Finished per-resolution AI agent | CPaaS messaging platform with an AI-agent layer added since 2021-2023 |
Pricing | $0.49 per resolution, no per-seat fees | $0.001 per message plus Meta's pass-through fees; enterprise AI tier is a custom quote |
Time to go live | 30 days | Self-serve messaging API integrates quickly; AI-agent tier is sales-assisted |
Resolution rate | 90% at 99% accuracy | Self-reported per case study: 75% (Tonik Bank), 97% (Axis Bank) |
Guarantee | 90-Day Money-Back Guarantee, 90% in 90 days | No public resolution-rate guarantee |
Channels | Voice, chat, email | WhatsApp, SMS, Instagram, RCS, voice |
Languages | 130+ | Not publicly specified |
Vertical integrations | Native: claims, billing, CRM, EHR, helpdesk, knowledge base | Omnichannel messaging; BFSI AI acquired via Active.ai (2021), no healthcare vertical found |
Backers | Y Combinator, Matrix Partners | Tiger Global-led Series F, unicorn valuation of $1.4 billion (2021) |
Compliance certifications | Confirm directly with Fini for your workload | ISO, AICPA (implies SOC 2), RBI, GDPR, CCPA, LGPD; no HIPAA mention found |
Public reviews | Customer testimonials on usefini.com | G2, Capterra, and TrustRadius data unreachable at time of research |
Scale | 3M+ monthly resolutions in fintech and healthcare | 120 billion+ conversations a year across 50,000+ businesses in every industry |
Which should you choose?
Choose Gupshup if you need omnichannel messaging at CPaaS scale, WhatsApp, SMS, Instagram, or RCS, across any industry, and you are prepared to work with an enterprise sales team to configure or extend its AI-agent layer for a regulated use case like banking.
Choose Fini if you are a fintech or healthcare company that needs a purpose-built agent live in 30 days, resolving real tickets against your claims, billing, EHR, or core systems, without configuring a messaging platform into a vertical resolution engine yourself. If you are evaluating other platforms too, see how Fini compares to Verint and Genesys Cloud AI.
Compliance
Gupshup's enterprise-security page lists ISO certification, an AICPA reference that implies SOC 2 without naming it explicitly, RBI compliance relevant to Indian BFSI customers, and general privacy-regime coverage under GDPR, CCPA, and LGPD. No HIPAA mention appears anywhere on that page, consistent with the absence of a live healthcare solutions page or healthcare case studies.
Fini serves fintech and healthcare customers handling regulated data through native integrations into claims, billing, and EHR systems, and publishes its own security practices. If compliance certifications, including HIPAA readiness, are a hard requirement for your deployment, confirm current status directly with each vendor rather than assuming parity.
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 Gupshup a good fit for fintech or healthcare support?
Gupshup has real BFSI case studies, including Tonik Bank, Standard Chartered, Axis Bank, and IndusInd Bank, but its deepest documented case, Tonik Bank, is a document-reading chatbot layer, not core-banking integration. No healthcare case studies exist and its solutions/healthcare page returns a 404, unlike Fini's native EHR and claims integrations built for regulated healthcare support.
What does Gupshup cost in 2026?
Gupshup's self-serve pricing is $0.001 per message and $0.0001 per second for voice, plus WhatsApp's own conversation fees billed separately by Meta at actuals. There are no published subscription tiers, and enterprise AI-agent pricing requires a custom quote from sales.
How is Fini's pricing different from Gupshup's?
Fini charges a starting rate of $0.49 per resolution with no per-seat fees, so cost tracks outcomes. Gupshup charges per message on top of Meta's pass-through conversation fees, so cost tracks messaging volume rather than whether a query was actually resolved.
Is Gupshup a finished AI agent or a messaging platform?
Fundamentally a CPaaS and messaging platform founded in 2004. Its AI-agent layer, Auto Bot Builder, launched in 2023, and its banking conversational AI capability, Active.ai, was acquired in 2021 rather than built ground-up as a vertical resolution agent.
Is Gupshup HIPAA compliant?
No HIPAA mention was found on Gupshup's enterprise-security page. It lists ISO, AICPA (which implies SOC 2), RBI, GDPR, CCPA, and LGPD, but no healthcare-specific certification, consistent with the absence of an active healthcare vertical page.
How fast can I go live with Fini versus Gupshup?
Fini goes live in 30 days on your own data, with claims, billing, CRM, and EHR integrations already built in. Gupshup's self-serve messaging API can be integrated quickly, but its AI-agent capability for a use case like banking typically requires a sales-assisted enterprise deployment.
