FOUR CAPABILITIES · ONE SDK · TEXT & VOICE · ZERO HALLUCINATIONS

AI that finally gets your app.

Qafka is the in-app assistant infrastructure for modern apps. It knows your knowledge base, navigates your screens, runs real workflows in text or voice, and shows you exactly what users are trying to do. Drop in the SDK. Configure from a dashboard. Ship in an afternoon.

MANIFESTO — WHAT IN-APP AI ACTUALLY DOES

Four sides of one assistant.

01

“I don’t know how that works.”

DOCUMENTS

Your knowledge, on tap. FAQs, policies, guides — answered word-for-word when it matters, paraphrased when it doesn’t.

02

“Where do I find that screen?”

NAVIGATION

Auto-detected from your codebase. Deeplinks the user straight there — in-app or out (WhatsApp, maps, store).

03

“I need this thing done.”

TOOLS

Real work — emails, webhooks, API calls, document analysis. Three execution modes. Your keys never leave your servers.

04

“What are users actually asking?”

CONVERSATIONS

Auto-categorised, auto-grouped, auto-clustered. Reviews give you stars. Conversations give you product roadmap.

01 / DOCUMENTS — KNOWLEDGE BASE

Knows
your app. Not the internet.

Drop in your FAQs, policies, guides, marketing copy, even raw PDFs. Qafka indexes them, understands them, and answers from them — never from a foundation model that doesn’t know what your refund policy is.

0% HALLUCINATIONS on grounded queries
DOCUMENT TYPES — each type tells the AI how to use it
AUTO-TRANSLATED · PDF SUPPORTED

FAQ

Approved Q&A pairs.

Two behaviours. STRICT shows the answer word-for-word — ideal for legal, medical, pricing. REFERENCE lets the AI rephrase naturally while staying anchored.

STRICT REFERENCE

Information

General context.

Hours, parking capacity, payment methods, contact details. The AI paraphrases naturally — “Our garage is on level B2 with 500 spaces, hourly rate is $4.”

PARAPHRASE

Guide

Step-by-step.

Sequenced instructions. The AI keeps the order, never skips. Onboarding flows, claim filing, campaign participation — anything where “step 2 before step 3” matters.

ORDERED

Rule / Policy

Read verbatim.

Definitive content the AI must not soften, summarise, or rephrase. Refund eligibility windows, terms of service, KYC requirements — everything where wording is the law.

AI-ASSISTED — DOC GENERATION

Paste your messy WhatsApp logs.
Get a clean FAQ draft.

Old support emails, scattered marketing copy, half-finished policy PDFs — feed it in, choose FAQ or Information mode, review, ship. Drafts only — nothing goes live until you say so.

INPUT — RAW.TXT

"hocam abone iptal nasıl ediliyo?" / 'cancel my plan how' / [3 messages] "is there a refund"

FAQ MODE — 2 PAIRS DRAFTED

Q · How do I cancel my subscription?

A · Settings → Account → Cancel Subscription. Cancellation takes effect at the end of your billing period.


Q · Can I get a refund?

A · Refunds within 14 days for unused billing periods. Email billing@example.com with your account ID.

picture_as_pdf

PDFs welcome

NO PARSING

Upload contracts, catalogs, brand guides as PDFs. Qafka extracts, indexes, and serves them — you don’t need to convert anything to markdown first.

translate

Translates itself

ANY → ANY

Upload once in English. Answer in French, Spanish, German, Arabic, Japanese, Portuguese. One source of truth — Qafka handles cross-lingual matching at query time.

shield

Won’t make things up

GROUNDED

If it’s not in your knowledge base, the AI says so. Test queries from the dashboard show exactly which document the answer came from — debug retrieval, not the model.

03 / TOOLS — ACTION & AUTOMATION

Don’t just answer.

Do the work.

THE BIG IDEA

Tools turn the AI from a chatbot into an operator. It runs real work — sends emails, fires webhooks, calls your APIs, parses documents — and the actual execution happens on YOUR server with YOUR credentials. Qafka never sees your secrets.

SECURITY MODEL ON YOUR INFRASTRUCTURE

Your API keys never leave your servers.

Qafka tools execute on your infrastructure. We pass the user intent and arguments — your endpoint authenticates, validates, and runs. No third-party token storage, no proxy. The AI orchestrates; your stack stays in control.

// flow user → Qafka AI Qafka AI → your server (intent + args) your server → 3rd-party APIs (your keys)
01 — EXECUTION

Three ways to execute, one consent surface.

Pick the mode that fits the action. The AI never decides where to run — you do.

CLIENT

Run in your app

AI proposes the call. Your app executes it locally — opens a screen, triggers a sheet, kicks off a payment flow. Zero network round-trip beyond the AI itself.

BEST FOR — UI ACTIONS, LOCAL STATE
SERVER

Webhook to your backend

Qafka POSTs the tool call to your endpoint with resolved arguments. Your server runs the work — DB writes, third-party APIs, sensitive logic — and returns a structured result.

BEST FOR — DB, EMAILS, 3RD-PARTY APIS
HYBRID

Hybrid: AI thinks, client acts

AI resolves arguments through a server reasoning step, then the client executes them locally. Sensitive logic stays in the cloud, the action lands on the device.

BEST FOR — RECOMMENDATION + ACTION
02 — IN-CHAT UI

Four levels of components, one chat surface.

From a built-in confirm button to a fully interactive camera pane — chat is the canvas.

01

Built-in chips

Yes/No, confirm, cancel — wired by default. No code.

DEFAULT
02

AI-designed cards

Describe the card in natural language; the AI generates two layout variants from your sample data — list rows, hero cards, two-column splits. Iterate with prompts (“make the title bigger”), the live iPhone preview updates immediately. Buttons fire deep links, share sheets, or trigger other tools — no app code.

AI DESIGNER
03

Custom React/SwiftUI/Compose

Drop your own component. The AI passes resolved props.

CUSTOM
04

Full-pane takeover

Camera scanner, signature pad, map picker — chat hosts a full interactive pane.

PANE
03 — MODALITY

Voice that actually finishes the job.

Most voice AIs are conversation layers. Qafka voice runs multi-step flows, renders cards mid-sentence, and lands the booking.

PARITY WITH TEXT

One tool. Two modalities.

Most voice assistants stay in free-form chat — they answer questions, they don’t drive structured workflows. Qafka voice calls the same tool you defined for text. State accumulates through repeated invocations. Selection cards render on the chat surface while the AI speaks. The booking actually happens.

  • checkSame tool schema in voice and text
  • checkMulti-turn parameter accumulation
  • checkCards render mid-utterance
  • checkPress-to-talk + push notifications
VOICE — TURN BY TURN

Spoken into existence.

USER

Book the cinema for Friday at 7.

QAFKA

I see two options at 19:00 — IMAX and standard. Which one?

USER

IMAX, two seats.

QAFKA

Booked. Tickets in your inbox — opening seat picker now.

AI TOOL AUTHORING DESCRIBE → SHIP

Describe it. Ship it.

Type a sentence — “send a complaint email to the facility manager and post a webhook to our CRM”. The dashboard generates the schema, parameters, prompts, and consent UI. Edit live, see an AI patch preview, accept or roll back with one click.

  • edit_noteIn-place edit + AI patch preview
  • historySnapshot undo, revision log
  • verifiedConsent UI auto-generated
TEST ENDPOINT ONE-CLICK

Try the call before users do.

One button fires a real request to your webhook with sample payloads. See the headers, body, status, response — debugged before launch.

REQUEST · 200 OK · 142ms
POST https://api.your.app/qafka/tools { "tool": "sendComplaint", "args": {…} }
03 / EXAMPLE — MALL COMPLAINT FLOW · 4 turns · 2 tool calls
The AC on Floor 2 has been broken for 3 days. The food court is unusable.
USER · 10:42
I’m sorry to hear that. I’ll log this with facility ops and email the manager. Could you confirm the floor and the rough time it started?
QAFKA AI · 10:42
Floor 2, started Friday morning.
USER · 10:43
TOOLS RUN
→ POST facility@mall.example + webhook(crm.complaints.create) ✓ Email queued · ✓ CRM ticket #4218 opened · 142ms
Done. Email sent to the facility manager and ticket #4218 logged. You’ll get an update by tomorrow noon.
QAFKA AI · 10:43
04 / CONVERSATIONS — USER UNDERSTANDING

The other three serve your users.

This one serves you.

WHAT REVIEWS DON’T TELL YOU

App store reviews give you a number. Conversations give you the words — what users tried, what they couldn’t find, where they gave up. Auto-masked PII, custom bookmarks, AI summary — your roadmap, written by your users.

MASKED CONVERSATION · #q-1042 · ANON
Hi I’m [NAME], my email is [EMAIL]. I lost my receipt for order [ORDER_ID].
USER · PII auto-masked at ingest
No problem. I’ve pulled up your order. I’ll resend the receipt to your registered email — it should arrive in a minute.
AI · context: registered_contact (server-side)
DETECTED & MASKED
NAME EMAIL ORDER_ID CARD PHONE
ANALYSIS LAST 7 DAYS · 1,284 CONVERSATIONS

What 1,284 users actually wanted

TOP CATEGORIES
Returns & refunds 38% Account & billing 24% Navigation help 18% Feature requests 12% Other 8%
FLAGGED ISSUES · AI-RANKED
01 Refund button hidden behind two screens 214
02 Voice can’t cancel subscription 157
03 Locale mismatch on PDF receipt 82
AUTO-GENERATED FAQ DRAFTS
DRAFT How do I cancel my subscription before renewal? 42 asks
DRAFT Where can I download an invoice for last month? 28 asks
BOOKMARKS · CUSTOM CATEGORIES

Tag conversations with your taxonomy.

Bug, feature, complaint, follow-up, valuable feedback — define your own colors and labels. Filter by them, route them, ship them to your tracker.

Bug142 conversations
Feature request89 conversations
Compliment54 conversations
Follow-up needed38 conversations
Pricing concern22 conversations
USER CONTEXT · PERSONALISATION

Send the user the AI already knows them.

Pass plan, locale, role, recent screen — and the AI tunes tone, surfaces the right tool, skips intros. Stays on your server, never on Qafka’s.

qafka.userContext = { plan: "pro", locale: "tr-TR", segment: "merchant", recentScreen: "invoice/details" }
05 / DIFFERENTIATION

Why Qafka?

Qafka isn’t a customer-service handoff platform — there’s no live agent queue, no ticket UI. When a user wants a human, the AI routes them to your channel (WhatsApp, phone, store). The chat itself is the app. We’re not a chatbot builder or a dev framework either — most teams stitch those together; Qafka is built so you don’t have to.

CAPABILITY Chatbot tools CS suites Dev frameworks QAFKA
Knowledge from your docs
Auto-detected screen navigation ~
Real actions (tools / webhooks) ~
Conversation analysis & FAQ drafts ~
Lives natively inside your app ~ ~
Data stays on your servers
Dashboard-managed by your team ~
Voice multi-step orchestration ~
FULLY ~ PARTIAL NOT AVAILABLE
06 / GET STARTED

Put your app’s brain on the inside.

A 200-line SDK install — and your app talks back, runs work, and learns from every conversation.

NO CREDIT CARD · 14-DAY TRIAL · DEPLOY IN AN AFTERNOON