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AI-Powered Knowledge Platform · Now in Early Access

Your Company has a Second Brain.
It just needed a home.

Sign up, connect your tools, bring your own LLM key. Airis gives every organisation a private, isolated AI knowledge base — answers from Jira, Slack, GitHub, and Confluence with exact sources cited every time.

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Airis
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General
Engineering
HR
Finance
JD
You
Has anyone solved the 502 error on ECS deployments before?
Airis
Yes — this is a known issue. The ALB health check path is almost always the cause. Change it to /api/health and reduce the threshold to 2.
Sources used
JIRAINFRA-441 — ECS health check0.91
SLACK#backend-help · solved0.87
DOCECS Runbook § 4.20.74
Ask anything across your selected silos…
Live ingestion
INFRA-441 → Engineering KB
score 0.91 · 2 min ago
Features

Built for how your team actually works.

Not another search bar. A knowledge system that understands context, respects boundaries, and grows automatically.

Zero-effort auto-ingestion

When a Jira ticket resolves or someone reacts ✅ in Slack, Airis fetches the full context automatically. No one has to remember to document anything.

airis — ingestion pipeline

Read-only. Always.

Enterprise-grade isolation. Airis holds read-only API tokens — architecturally impossible to post, create, or modify external records.

  • Jira: reads tickets & resolutions
  • Slack: reads ✅-reacted threads
  • GitHub: reads READMEs & issues
  • Zero write access to external systems

Switchable LLM provider

Each organisation brings their own LLM API key (BYOK) — encrypted at rest, your cost, your control. Switch between Anthropic, OpenAI, Gemini, Azure, or Ollama from the admin panel. Takes effect in under 60 seconds.

See integrations

Every answer is cited

Airis never makes things up. Every response includes exact sources — Jira ticket key, Slack thread link, doc section — each with a similarity score. Full auditability, always.

0.3sAverage query response time
Airis Assistant

Airis wherever you work.

Most of the time you're inside Zoom, VS Code, or a browser — not Airis. The Assistant brings your knowledge base to every surface you already use.

Core Feature

The answer mode toggle

Every query has a mode toggle — visible at all times. Flip it per question with no session commitment.

🏢 Org mode

Full RAG pipeline — hybrid search across Jira, Slack, GitHub & docs. Answer cites internal sources. Nothing leaves your infra.

⚡ Frontier mode

Direct to GPT-4o / Claude / Gemini — whichever your org configured. No RAG. Faster, broader. Best for general questions.

Live meeting listener
Captures audio in real time. Transcribes every 8 s via Whisper, builds a running transcript. On demand generates summary, action items with owners, and key decisions.
Invisible screen reader
Captures your screen and sends it as visual context. Marked as protected at OS level — Zoom, Meet, and Teams participants never see the overlay.
Real-time AI answer panel
Floating panel (⌘ ⇧ A on desktop, sidebar on web). Type a question, pick your mode, get a streamed answer grounded in screen + transcript + knowledge base.
Meeting summariser
One tap generates a structured summary from the live transcript at any point: overview, action items, decisions, estimated duration.
Four delivery surfaces — one shared backend
Web app
No install · ships first
MediaDevices API — mic + screen capture
Mac .app
Invisible capture · hotkeys
ScreenCaptureKit · system audio via sox
Windows .exe
Same feature set as Mac
DXGI screen · WASAPI audio · NSIS installer
Chrome extension
Meets/Teams overlay
chrome.tabCapture · content script inject

All four surfaces call the same two endpoints: POST /assistant/ask and POST /assistant/meeting/summary. The UI, hooks, and API client are written once and run everywhere.

The Problem

Knowledge dies in closed tabs.

Every resolved ticket, every Slack thread with the fix, every README explaining the architecture — it's all there. But nobody can find it.

The same question, asked 40 times
A new engineer asks how to configure the Redis connection pool. The answer exists in a Slack thread from 8 months ago — but nobody can find it, so a senior dev has to stop and explain it again.
"Someone must know this… let me ping Slack and hope for the best."
The incident already happened before
Your team debugs a production issue for 3 hours. Turns out the exact same thing happened 6 months ago and was fully documented in a Jira comment. Nobody found the comment.
"We literally solved this in INFRA-280. Why are we redoing it?"
Knowledge walks out the door
When a senior engineer leaves, 3 years of context — architecture decisions, workarounds, tribal knowledge — goes with them. Documentation was always 'something we'd get to'.
"David was the only one who knew how that service worked."
Airis changes all of this
Airis sits in the background, automatically pulling in resolved tickets, Slack threads, and GitHub READMEs. Every answer is one question away — with sources cited every time.
"Found in INFRA-441 + #backend-help · ✅ @charlie · similarity: 0.91"
How it works

From source to searchable in seconds.

A fully automated pipeline that captures knowledge as it's created — no manual documentation required.

01
Connect sources
Register Jira projects, Slack channels, and GitHub repos in the admin panel. No code changes, no restarts.
02
Auto-ingest fires
When a ticket resolves or someone reacts ✅ in Slack, Airis fetches the full context automatically.
03
AI extracts knowledge
A utility LLM scores the entry (0–1), extracts problem, root cause, solution, then stores two chunks in pgvector.
04
Instant semantic search
Employees ask in plain English. Airis retrieves the most relevant chunks via HNSW cosine similarity and cites every source.
Integrations

Connects to where work actually lives.

All integrations are read-only data pipelines. Airis pulls knowledge in — it never pushes anything out.

Jiraread-onlySlackread-onlyGitHubread-onlyConfluenceread-only
pgvector
Redis
Zero write access to external systems
Airis holds read-only API tokens. It is architecturally impossible for it to create a ticket, post a message, or modify any external record. The only system it writes to is its own pgvector knowledge base.
Integrations available on Pro and Enterprise plans.
27K
Knowledge chunks indexed at launch
0.3s
Average query response time
34%
Cache hit rate reduces LLM cost
<60s
LLM provider switch takes effect
Testimonials

Loved by teams who ship fast.

"Airis reduced our debugging time by 40% in the first month. When someone asks about a production issue, the answer is there with the exact Jira ticket and Slack thread that solved it before."

SJ
Sarah Jenkins
CTO at TechFlow

"The auto-ingestion is the killer feature. Our team doesn't document anything manually — Airis just picks it up from Slack and Jira automatically. The knowledge base grows on its own."

MT
Marcus Thorne
Engineering Lead at ScaleUp
Pricing

Simple, transparent pricing.

Start free. BYOK plans let you control AI costs. Or pick Managed and skip the API keys entirely.

Starter
$0/mo
Try it free, forever.
Get Started Free
3 seats
20 documents
100K tokens / month
5 MB max file size
BYOK — bring your own LLM key
Subdomain (slug.airis.com)
Airis Assistant — web trial (limited)
Embed Chatbot Widget
Integrations (Slack · Jira · GitHub)
Deep Search (LangGraph agent)
Platform API Keys
Individual
$25/mo
Solo AI co-pilot.
Get Started
1 seat
50 documents
500K tokens / month
10 MB max file size
BYOK — bring your own LLM key
Airis Assistant (web + desktop + Chrome)
Embed Chatbot Widget
Integrations (Slack · Jira · GitHub)
Deep Search (LangGraph agent)
Platform API Keys
No API Key Needed
Managed
$29/mo
Full platform, zero setup.
Start Free Trial
10 seats
100 documents
1M tokens / month (Airis-powered)
10 MB max file size
Airis Managed LLM — no API key required
Subdomain (slug.airis.com)
Airis Assistant — web + Chrome (limited)
Embed Chatbot Widget (1)
Integrations (Slack · Jira · GitHub)
Deep Search (LangGraph agent)
Platform API Keys
Most Popular
Pro
$49/mo
For growing teams.
Start Free Trial
15 seats
200 documents
1M tokens / month
25 MB max file size
BYOK — bring your own LLM key
Subdomain (slug.airis.com)
Embed Chatbot Widgets (3)
All integrations
Deep Search (LangGraph agent)
Airis Assistant — web app + Chrome extension
Org & Frontier answer modes
Platform API Keys
Enterprise
$199/mo
For large organisations.
Get Started
Unlimited seats
Unlimited documents
Unlimited tokens
100 MB max file size
BYOK — bring your own LLM key
Unlimited Embed Chatbot Widgets
All integrations + Self-Hosted Connector
Deep Search (LangGraph agent)
Airis Assistant — desktop app (invisible capture)
Org & Frontier modes + role-level mode lock
BYODB — Bring Your Own Database
Custom domain (app.yourco.com)
Platform API Keys

No credit card required · Cancel anytime · BYOK plans let you control AI costs

Stop losing knowledge.
Start finding answers.

Every repeated question is a failure your documentation didn't prevent. Airis fixes that — automatically, on every plan.

Start Free 14-Day Trial

No credit card required. Cancel anytime.