It sounds right
LLMs are trained to sound confident. Wrong answers don't come with a disclaimer.
Not because AI doesn't work. Because generative AI without guardrails will always hallucinate. Brainfish only answers from your approved sources — and cites every one.
Three ways the bolted-on AI in your helpdesk is quietly costing you trust today.
LLMs are trained to sound confident. Wrong answers don't come with a disclaimer.
The AI gives the same wrong answer to every customer who asks, until someone manually catches it.
One confident wrong answer costs more in customer trust than 100 correct ones earn.
A knowledge layer your AI agent grounds every answer in.
Zendesk, Confluence, Gong, Notion, recordings. Whatever your team already uses — Brainfish ingests the lot into one knowledge layer.
Each response shows the exact document(s) it came from. No fabrication, no paraphrase, no "trust me bro" answers.
Customers get handed off to a human with full conversation context. Sarah picks up where Brainfish left off — no "what was your issue again?".
Brainfish auto-drafts articles from calls, Slack threads, and existing docs. Stale articles are flagged and rewritten before they cost you a ticket.
The same knowledge layer powers every channel your team and customers use. No fragmenting your knowledge across tools. No retraining for every new surface.
Embedded chat, an AI-powered help center, and a contextual agent inside your product. Cited answers wherever customers get stuck.
Drafts ticket replies inside the helpdesk you already use. Sends directly for cases you trust, escalates with full context for the rest.
Same agent inside Slack and Teams. Customer-facing staff and internal teams get instant answers without leaving the tools they already live in.
Teams running Brainfish alongside their existing stack.
"Brainfish gives the team a way to keep documentation moving at the same speed as the product."
"All internal support questions now get answered by Brainfish directly in Slack, instead of clogging our platform support channel. We can discuss issues right there in the thread, and if something comes up that isn't already documented, we can immediately convert that conversation into a new knowledge article."
"I cannot understate the importance of Brainfish implementing into our workflows. Information remains current based upon the data that's deployed and we don't have to rely on manual updates."
Intercom Fin and Zendesk AI bolt AI onto a helpdesk. Brainfish lives *inside* the helpdesks you already pay for, replying to Zendesk tickets, drafting in chat, escalating to Slack, with a knowledge layer that's additive, cited, and always current.
| Capability | Intercom Fin | Zendesk AI | |
|---|---|---|---|
| Cites every answer back to a source | |||
| Knowledge stays current automatically | Requires weekly KB maintenance | Static KB | |
| Sits on top of your existing helpdesk | Locks you into Intercom | Locks you into Zendesk | |
| Multi-brand / multi-product native | Separate instances | Separate instances | |
| CRM-personalized answers | Limited | Limited | |
| Hands off when it doesn't know | Often guesses | Escalates after failure | |
| Time to value | 14 days | Months | Months |
| MCP server for build-it-yourself teams |
Private tenants. Regional data residency. SSO. Sources on every answer. Your knowledge stays yours.
Zendesk, Intercom, Salesforce, HubSpot, Slack, Notion, Confluence, Google Drive, Gmail, Linear, Jira, Gong, and more. MCP server for engineering teams plugging Brainfish into their own AI surfaces.
Browse all integrationsEverything you need to know about Brainfish and how it works.
Most teams are live in under 48 hours. Connect your ad accounts, configure your form logic, and start capturing qualified leads. Our onboarding team walks you through every step.
Zendesk, Intercom, Salesforce, HubSpot, Slack, Notion, Confluence, Google Drive, Gmail, Linear, Jira, Gong, and more. We also ship an MCP server so engineering teams can plug Brainfish into their own AI surfaces.
Yes. SOC 2 Type II, ISO 27001, GDPR. Customer-managed keys, private tenants, and US / EU / AU data residency. We never train models on your data. Every answer cites the source it came from.
No. Brainfish sits on top. Huntress, HireVue and Smokeball all kept their helpdesk and added Brainfish. We're additive, not a replacement.
Fin and Zendesk AI are AI layers bolted onto helpdesks. Brainfish is the knowledge layer underneath any AI. Intercom's own Fin guide says Fin needs weekly KB maintenance to work — that's the bottleneck we fix, and we work alongside both.
We'll use your actual docs and customer data. No sales theatre. You'll leave with a working agent against your own content.
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