One Is a Video App With an AI Add-On. The Other Only Resolves Tickets.
Zoom built its name on video meetings, then folded a conversational AI agent into its contact center suite as one more line item in a much bigger platform. Fini was built from day one to resolve customer support tickets in fintech and healthcare, and does nothing else.
If you landed here because Zoom Virtual Agent showed up in a search next to Fini, it is worth saying plainly upfront: this is not a close fit. Zoom Virtual Agent is a capable feature inside a horizontal collaboration platform. Fini is a specialist built for regulated industries, where every automated resolution touches sensitive financial or health data.
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 a company's helpdesk, knowledge base, CRM, billing system, claims system, and EHR, then resolves support conversations across voice, chat, and email in more than 130 languages.
Fini is built specifically for fintech and healthcare, industries where a wrong automated answer is not a minor inconvenience, it is a compliance incident. It goes live in 30 days, holds a 90% resolution rate at 99% accuracy, and now handles more than 3 million monthly resolutions.
First response lands in about 5 seconds. Pricing starts at $0.49 per resolution, with no per-seat fees, backed by a 90-Day Money-Back Guarantee: if Fini does not reach a 90% resolution rate within the first 90 days, you do not pay for the shortfall. The full breakdown is on Fini's pricing page.
What is Zoom Virtual Agent?
Zoom Virtual Agent is a conversational AI module inside Zoom's Customer Experience suite, sold alongside Zoom Contact Center and Zoom Phone rather than as a standalone product. Zoom's own positioning describes it as "24/7 intelligent self-service" that understands customer intent and completes tasks for fast, frictionless resolutions, see Zoom's product page.
The latest release, Virtual Agent 3.0, is built on Zoom's AI Companion 3.0 architecture and adds multi-step workflow orchestration across CRM, billing, and order management systems, multimodal document and image reading, and continuous learning from human agent escalations. Zoom also ships two companion tools, Agent Architect, for generating agents from a prompt, and Agent Performance Suite, for testing agents before launch.
The core architecture is built around the Zoom ecosystem itself. Handoffs between Virtual Agent, Zoom Contact Center, and Zoom Phone are designed to preserve conversational context inside Zoom, not to operate as a channel-agnostic layer across arbitrary systems. That is the honest way to describe it: a well-built feature of a horizontal UCaaS platform, not a purpose-built support AI product for a specific vertical.
Zoom Virtual Agent pricing in 2026
Zoom does not publish list pricing for Virtual Agent. Zoom Contact Center is sold in three tiers, Essentials, Premium, and Elite, and every tier on Zoom's own pricing page routes to "Contact Sales" with no dollar figure shown.
Third-party aggregators, including Capterra, TrustRadius, and Vendr, estimate Zoom Virtual Agent starting around $99 per user per month across volume tiers, with Zoom Contact Center estimated at roughly $80 to $120 per agent per month for basic configurations. These are unconfirmed third-party estimates, not figures published by Zoom itself, and should be treated as directional only.
The structural difference matters more than the exact number. Zoom prices by seat or by request-volume band, and every quote requires a sales conversation. Fini publishes one flat rate, $0.49 per resolution, with no per-seat charges and no negotiation required to know what you will pay. Nothing in Zoom's public materials offers an equivalent to Fini's 90-Day Money-Back Guarantee for missed resolution targets.
How Fini and Zoom Virtual Agent differ
The two products come from opposite directions. Zoom started as a video meetings company and extended into contact center AI as part of a broader collaboration suite. Fini started as a support resolution product built specifically for fintech and healthcare, and has never sold anything else.
That difference shows up in who each product is built for, how it is priced, and how deeply it connects into the systems that hold sensitive customer, financial, or clinical data. Zoom's integration depth is strongest inside its own ecosystem, Contact Center, Phone, and AI Companion. Fini's integration depth is strongest into the systems a regulated business actually runs on, core banking and billing platforms, claims systems, and EHRs.
Capabilities side by side
Both products can hold a conversation and hand off to a human. Where they separate is depth of integration, industry focus, and how automated outcomes are guaranteed and governed.
Capability | Fini | Zoom Virtual Agent |
|---|---|---|
Core product focus | Dedicated AI support agent for fintech and healthcare | AI module inside a broader UCaaS and contact center suite |
Target industries | Fintech and healthcare, by design | Horizontal, sold to any industry |
Channels | Voice, chat, and email | Voice (via Zoom Phone) and digital messaging |
Languages | 130+ languages | Multi-language, exact count not published |
Native system integrations | Helpdesk, knowledge base, CRM, billing, claims, EHR | Zoom ecosystem plus generic CRM and billing connectors |
Deployment time | 30 days | Marketed as 30 minutes for basic no-code setup |
Pricing model | $0.49 per resolution, no per-seat fees | Per-seat or request-volume tiers, custom quote |
Feature by feature
A closer look at the specific claims each vendor makes publicly.
Feature | Fini | Zoom Virtual Agent |
|---|---|---|
Resolution rate | 90% at 99% accuracy | Not publicly quantified; case studies cite containment rates of 30% to 75% by customer |
First response time | About 5 seconds | Not publicly specified |
Outcome guarantee | 90-Day Money-Back Guarantee if 90% resolution is not hit in 90 days | No published equivalent found |
Document or image understanding | Native to claims and billing workflows | Added in Virtual Agent 3.0 for forms, images, and serial numbers |
Escalation to humans | Built-in handoff with full context | Built-in handoff, strongest within Zoom Contact Center and Phone |
Regulated-industry connectors | Native EHR and claims integrations | Reached mainly through the NovelVox ISV partnership, not native Zoom engineering |
Named BFSI or healthcare customers | 3M+ monthly resolutions across fintech and healthcare | None found in public case studies at time of research |
Ease of use and admin experience
Zoom Virtual Agent benefits from living inside an interface many admins already know. G2 and Capterra reviewers consistently praise setup speed and the familiar Zoom-app experience, and Zoom markets a no-code setup that can be running in about 30 minutes for basic configurations.
Fini's admin experience is built around a single job: getting a support workflow live and measurably resolving tickets within 30 days, with visibility into resolution rate and accuracy from day one rather than general-purpose contact center configuration.
Fini's differentiators
Outcome-based pricing with a guarantee
Fini charges $0.49 per resolution, not per seat, and backs it with a 90-Day Money-Back Guarantee: miss the 90% resolution target in the first 90 days and you do not pay for the gap. Zoom's pricing requires a sales quote and, per third-party estimates, scales with seats or request volume regardless of outcomes.
Built for regulated data from day one
Fini's compliance posture is designed around the fact that every resolution may touch financial or health data. Zoom's platform-level certifications are extensive, but its own SOC2 and HITRUST report does not list Contact Center or Virtual Agent among the covered products, an open question Zoom has not publicly closed.
Native depth into core systems of record
Fini connects natively to claims systems and EHRs, not just CRM and billing. Zoom's regulated-industry reach runs mainly through a third-party ISV partner, NovelVox, which layers banking, credit union, and healthcare workflows on top of Zoom Contact Center and Virtual Agent rather than Zoom building that depth natively.
Proven scale in fintech and healthcare
Fini already processes more than 3 million monthly resolutions inside fintech and healthcare specifically. Zoom's published Virtual Agent case studies, Vensure, Cricut, eero, Zwift, and Codecademy, are horizontal SaaS and consumer brands, not banks or health systems.
Zoom Virtual Agent's recognized strengths
None of this makes Zoom Virtual Agent a weak product, it makes it a differently aimed one. For a business already standardized on Zoom Phone and Zoom Contact Center, adding Virtual Agent is a low-friction way to layer self-service onto infrastructure staff already know.
Zoom holds a broad platform-level security portfolio, SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, ISO 27701, HITRUST CSF, FedRAMP, PCI DSS, and more, documented at its Trust Center. PCI attestation specifically covers Zoom Contact Center and Zoom Phone. And its NovelVox partnership is a genuine, verified push toward banking, credit union, and healthcare workflows, even though it runs through a partner layer rather than native Zoom engineering.
G2 rates Zoom Virtual Agent 4.5 out of 5 across 215 reviews, with reviewers praising automation of common queries, routing to humans, and CRM personalization, though that review base skews mid-market and general business rather than fintech or healthcare specifically.
What customers say
Crystal Stephens, Head of Operations at Atlas, points to Fini's resolution accuracy and speed to launch as the reason it fits a regulated support workflow without adding headcount.
Zoom Virtual Agent's G2 reviewers, at 4.5 out of 5 across 215 reviews, describe similar themes from a different vantage point: fast setup, easy administration inside the Zoom app they already use, and a responsive vendor support team, feedback that reflects general business use rather than fintech or healthcare deployments.
The full side-by-side
Dimension | Fini | Zoom Virtual Agent |
|---|---|---|
Backers | Y Combinator, Matrix Partners | Public company, Zoom Communications (NASDAQ: ZM) |
Founded / HQ | Purpose-built support AI startup | Zoom founded 2011, San Jose, California |
Sold as | Standalone AI support agent | Add-on inside Zoom Contact Center / CX suite |
Pricing | $0.49 per resolution, starting rate, published | Per-seat or volume tier, Contact Sales only |
Outcome guarantee | 90-Day Money-Back Guarantee (90% in 90 days) | None published |
Vertical focus | Fintech and healthcare | Horizontal, all industries |
Compliance scope | Product-wide, built for regulated data | SOC2/HITRUST report excludes Contact Center and Virtual Agent |
Regulated-industry customers | 3M+ monthly resolutions in fintech and healthcare | None named publicly; reach via NovelVox partner layer |
Go-live time | 30 days | Marketed 30 minutes for basic setup |
G2 rating | Not directly compared in this research pass | 4.5/5 (215 reviews) |
Which should you choose?
Choose Zoom Virtual Agent if you are already running Zoom Phone and Zoom Contact Center, your support volume is general business rather than regulated financial or clinical data, and you want self-service layered onto infrastructure your team already administers.
Choose Fini if you run a fintech or healthcare support operation where automated answers touch account, claims, or clinical data, and you want a flat, published price per resolution with a guarantee attached to the outcome rather than a per-seat quote. It is also worth comparing Fini against other conversational AI vendors positioned closer to its own category, such as Zingly and Boost.ai, to see how the fit differs from a horizontal platform add-on like Zoom.
Compliance
This is the sharpest concrete gap between the two products. Zoom's SOC 2 Type II and HITRUST CSF report explicitly names Zoom Meetings, Zoom Phone, Zoom Chat, Zoom Rooms, and Zoom Webinars as covered products. Zoom Contact Center and Zoom Virtual Agent are not listed among the products covered by that specific report.
PCI is a partial exception, Zoom holds PCI Attestations of Compliance specifically naming Zoom Contact Center and Zoom Phone. But for HIPAA, Zoom's own compliance materials describe the standard BAA as covering Meetings, Video Webinars, Zoom Phone, Zoom Rooms, and the Zoom client, without explicitly confirming Contact Center or Virtual Agent inside that BAA scope for handling PHI in an automated conversation. That is an open question in Zoom's own public documentation, not a settled capability.
Zoom's intended path into regulated industries runs largely through NovelVox, a verified ISV partner whose integration adds banking, credit union, healthcare, and automotive workflows on top of Zoom Contact Center and, more recently, Zoom Virtual Agent specifically, see the NovelVox release. That is a genuine and useful integration, but it is a partner layer bolted onto Zoom CX, not evidence that Zoom Virtual Agent itself is certified for PHI or financial data handling.
Fini's compliance posture is built the other way around: the product exists specifically to handle regulated financial and health data inside an automated resolution flow, so that scope question does not need a partner layer to answer.
Ready to compare on your own data?
The honest summary is simple. Zoom Virtual Agent is a solid feature for a company already living inside Zoom's ecosystem with general support volume. Fini is a specialist built only to resolve tickets in fintech and healthcare, at a published price, with a guarantee attached to the number that matters.
If your support volume touches financial accounts, claims, or clinical records, it is worth seeing the resolution rate and accuracy on your own data before comparing quotes. Talk to the Fini team to set that up.
Is Zoom Virtual Agent the same product as Zoom Contact Center?
No. Zoom Virtual Agent is a conversational AI module that runs alongside Zoom Contact Center and Zoom Phone, not a separate standalone product. It is sold and deployed as part of Zoom's broader Customer Experience suite.
How much does Zoom Virtual Agent cost?
Zoom does not publish list pricing. Every Zoom Contact Center tier, Essentials, Premium, and Elite, routes to a sales quote. Third-party estimates from Capterra, TrustRadius, and Vendr suggest a starting point near $99 per user per month, but these figures are unconfirmed and not published by Zoom itself.
Is Zoom Virtual Agent HIPAA compliant?
This is not clearly confirmed in Zoom's public materials. Zoom's standard BAA scope is described as covering Meetings, Video Webinars, Zoom Phone, Zoom Rooms, and the Zoom client, and its SOC2 plus HITRUST report names Meetings, Phone, Chat, Rooms, and Webinars specifically, without listing Contact Center or Virtual Agent. Treat this as an open question rather than a confirmed capability.
Does Zoom Virtual Agent have proven customers in banking or healthcare?
No named bank, credit union, insurer, or hospital system was found in Zoom's public Virtual Agent case studies, which include Vensure, Cricut, eero, Zwift, and Codecademy. Zoom's regulated-industry push runs mainly through its NovelVox partnership, a verified but partner-layer integration rather than a native Zoom capability.
How is Fini's pricing different from Zoom Virtual Agent's?
Fini charges a starting rate of $0.49 per resolution with no per-seat fees, published openly, and backed by a 90-Day Money-Back Guarantee if it does not hit a 90% resolution rate within 90 days. Zoom prices Virtual Agent by seat or by request-volume tier, with every quote requiring a sales conversation.
Which one should a fintech or healthcare team choose?
Fini is purpose-built for fintech and healthcare, with native integrations into claims systems and EHRs, a 90% resolution rate at 99% accuracy, and 3 million-plus monthly resolutions in those verticals. Zoom Virtual Agent is a strong fit for a general business already standardized on Zoom's ecosystem, but it was not built specifically for regulated financial or clinical data.
