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Head to head

Ada vs Fin

Two AI customer service agents that solve the same problem from opposite procurement desks: Ada is an enterprise sales-led platform with custom contracts (Vendr median $72k/year) and an 8–16 week rollout that owns the support stack; Fin is a per-resolution self-serve agent at $0.99/outcome with a 14-day free trial that layers onto nine existing helpdesks and bills only when a ticket closes.

Ada and Fin both sell AI agents that resolve customer service conversations end to end, but they answer "how should a team buy this?" with opposite assumptions. The differences are not feature parity — both run across chat, email, voice and the major messaging channels, both expose APIs and an MCP server, both ship a Playbook/Operator-style improvement loop, and both cite large customer books. The differences sit at the procurement desk and the helpdesk desk, and they decide which team each product is right for.

Pricing is the cleanest place to start. Every Ada engagement begins with a sales call: there is no self-serve signup, no public price list and no free trial, and Vendr's tracked purchase data puts the median contract at $72,000 per year, with annual platform fees typically running from around $100,000 for mid-size deployments to north of $300,000 for the largest, plus separate implementation fees. Fin publishes pricing on the page: $0.99 per resolution, a 50-outcome monthly minimum, and a 14-day free trial with no credit card and unlimited outcomes during the trial. That $0.99 figure is the rate for resolutions and Procedure handoffs; Qualifications are billed at $9.99 each, which is roughly ten times the headline number, and "resolution" includes cases where the customer simply stops replying — so spend can grow with traffic in ways the headline does not predict.

Architecture is the second axis. Ada's ACX Platform is a single-vendor stack that owns the agent definition across chat, voice, email, messaging, in-app and custom channels, with the Reasoning Engine, Conversation Hub, Playbooks and Performance Center bundled under one contract. Fin is built to sit on top of a helpdesk the team already runs — Intercom, Salesforce, HubSpot, Freshworks, Dixa, Front, Zoho, Sprinklr or Gorgias — and resolves the front line while the existing ticketing stays put. If your helpdesk decision is already made, Fin usually wins on switch cost; if it isn't, Ada is the whole stack and the bill is one line instead of three.

Reliability and independence are the third axis. Ada is a 2016 Toronto company with $200M+ raised and a $1.2B Series C in 2021, and named case studies from IPSY, Loop Earplugs, Cebu Pacific and Life360. Its admin-side G2 score sits at 4.6 out of five, but the Trustpilot end-user score on the Ada.support profile is 1.8 out of five — a real gap between the polish of the operator console and what the customer actually experiences in chat. Fin reports a 76% average resolution rate across 12,000+ customers with the top 10% above 85%, but Salesforce signed a definitive agreement on 2026-06-15 to acquire Fin for roughly $3.6 billion, expected to close around Salesforce's fiscal Q4 2027, and neither company has published what changes for teams running Fin on a non-Salesforce helpdesk once the deal closes.

How Ada and Fin compare

FeatureAdaVisit Ada ↗FinVisit Fin ↗
DescriptionEnterprise AI customer service agents for voice, messaging and email, run from one platform.Customer service AI agent, billed per resolved outcome, deployable on any helpdesk
PricingCustom, contact sales$0.99 / outcome
Pricing modelusage-basedusage-based
Free tierNoNo
Model / LLMProprietary (Reasoning Engine over multiple LLMs including OpenAI GPT-4)Proprietary (Apex 1.0 / Apex Flash), plus multi-model resilience across OpenAI, Anthropic and Google
Bring your own model-Not disclosed
InterfaceWebWeb
Public APIYesYes
Open sourceNoNo
DeploymentCloudCloud
Limitations
  • No public pricing at all. Every engagement is sales-led with no self-serve signup, no published price list and no free trial. Vendr puts the median contract at $72,000 per year across 114 tracked purchases, and independent estimates run from around $100,000 per year for mid-size deployments to north of $300,000 per year for large ones, plus separate implementation fees. (2 sources)
  • A wide gap between admin-side and end-user satisfaction. G2 (reviewed by support admins who configure Ada) sits at 4.6 out of 5 from roughly 170 reviews, while Trustpilot (reflecting end users' actual chat experience) sits at 1.8 out of 5 from 20 reviews on the Ada.support profile, with 80% of those reviewers giving one star and recurring complaints about the bot losing context and difficulty reaching a human. (2 sources)
  • Implementation typically runs 8 to 16 weeks with Ada's own professional services team, and the agent is constrained to whatever content lives in connected official knowledge sources. Ada does not natively ingest past support tickets, PDFs, internal wikis, Google Docs, Confluence or Notion. (1 source)
  • Fin bills for "assumed" resolutions when a customer simply stops replying — a customer leaving is not the same as being helped, so you can pay for non-resolutions. (1 source)
  • Per-resolution cost is hard to budget and rises with volume; Fin-on-Intercom adds $29/seat/month on top, and reported resolution rates vary widely (Fin's 76% headline vs. roughly 40–50% in many real deployments). (1 source)
  • The advertised $0.99 figure is not the rate for every outcome type — Qualifications are billed at $9.99 each, roughly 10x the resolution rate, and the headline pricing does not surface that. (1 source)
  • The Fin API Platform (direct access to Apex, Retrieval and Reranker models) requires annual spend of $250,000 or more, putting it out of reach for teams that want to build on Fin's models without that commitment. (1 source)
  • Salesforce signed a definitive agreement (2026-06-15) to acquire Fin for roughly $3.6B, expected to close around Salesforce's fiscal Q4 2027 — leadership says day-to-day little changes for now, but neither company has published what happens to pricing, the API, or support for customers running Fin on a non-Salesforce helpdesk once the deal closes. (2 sources)

Who each one is for

Ada

Enterprises that want a long-running, well-capitalized AI support agent vendor with a public V2 REST API and an MCP server, rather than a sales-only integration surface.

From Custom, contact sales

Fin

Support teams from mid-market to enterprise that want an AI agent layered over their existing helpdesk with pay-per-resolution economics, omnichannel coverage and a built-in tuning loop.

From $0.99 / outcome

Verdict: Ada or Fin?

Choose Ada if you want a single enterprise platform with a 10-year track record, can run a sales-led procurement with custom contracts in the six figures, and want the helpdesk, the agent and the improvement loop on one bill. Choose Fin if you already run a major helpdesk, want transparent per-resolution pricing and a 14-day trial, and can tolerate the open question of what happens to non-Salesforce customers when the Salesforce deal closes.

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Frequently asked questions

Does Fin actually work on non-Intercom helpdesks, or is that marketing?
Fin lists Salesforce, HubSpot, Freshworks, Dixa, Front, Zoho, Sprinklr and Gorgias alongside Intercom as supported helpdesks and claims under-an-hour setup. The same agent definition runs across chat, email, voice, WhatsApp, SMS, Slack, Instagram and Facebook Messenger. Your existing ticketing stays where it is; Fin sits on top as the front line.
How long does Ada take to deploy?
Independent estimates put Ada implementations at 8 to 16 weeks with Ada's own professional services team. The agent is constrained to whatever content lives in connected official knowledge sources — past ticket backlogs, PDFs, internal wikis, Google Docs, Confluence and Notion are not natively ingested, so part of that timeline is the team's own work to clean and connect knowledge.
What does Fin bill for if a customer just stops replying?
Fin's "resolution" definition includes cases where the customer leaves without a response, so a customer going silent counts as a billable outcome. Resolutions and Procedure handoffs are $0.99; Disqualifications are also $0.99; Qualifications are billed at $9.99 each, roughly ten times the headline rate. The 14-day trial has unlimited outcomes so you can see your real billable shape before committing.
Is the $0.99 per-resolution rate really the final number?
No. $0.99 is the rate for Resolutions, Procedure handoffs and Disqualifications. Qualifications are billed at $9.99 each. Running Fin on Intercom adds $29 per seat/month on top. The Pro add-on (Operator + analytics) starts at $99/month with usage tiers above 1,000 conversations. Direct access to Fin's underlying models via the Fin API Platform requires annual spend of $250,000 or more.
What happens to Fin if the Salesforce acquisition closes?
Salesforce signed a definitive agreement on 2026-06-15 to acquire Fin for roughly $3.6 billion, with closing expected around Salesforce's fiscal Q4 2027 pending regulatory approval. Fin's leadership is staying on, and Salesforce says Fin will complement Agentforce, but neither company has published what changes for customers running Fin on a non-Salesforce helpdesk once the deal closes. That uncertainty is the largest unknown in any Fin-versus-Ada decision today.

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At a glance

Two AI customer service agents that solve the same problem from opposite procurement desks: Ada is an enterprise sales-led platform with custom contracts (Vendr median $72k/year) and an 8–16 week rollout that owns the support stack; Fin is a per-resolution self-serve agent at $0.99/outcome with a 14-day free trial that layers onto nine existing helpdesks and bills only when a ticket closes.

Advertise here

Reach buyers mid-decision. Put your brand in front of them — advertising slots are open to any advertiser (see the content policy), and listed agents can go Featured at the top of their category. Every paid unit and every paid row is labelled "Advertisement" where it renders.

Featured — top of your category →Advertise on this page →

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