Friendly AI for Everyday Businesses

Everything your business needs to talk with customers, capture leads & close deals.

A friendly, approachable AI assistant that answers website visitors 24/7, captures high-intent leads, and connects your channels. Built for everyday business owners — with enterprise architecture ready whenever technical evaluators need it.

CONVERSATIONS THAT CONVERT

Customer Conversations

Turn everyday website visitors into qualified customers

Engage visitors 24/7 with friendly, accurate answers, collect their contact details naturally, and bring in your team when a human is needed.

Key Workflow in Action

From First Question to Booked Appointment

Instead of making visitors fill out static forms or wait for business hours, Aidni chats with them in real time. It answers pricing and service questions with zero hallucination, captures their details naturally, and routes hot opportunities directly to your team.

Key Architectural Highlights:
Answers 24/7 in under 2 seconds using your verified business info
Naturally collects name, email, phone number, and requirements
Instant WhatsApp, SMS, or email alert sent to your staff
Smooth 1-click live human takeover with full chat history preserved
Website AI Assistant

Website AI Assistant

A friendly, customizable chat assistant that greets your website visitors, answers questions about your services, and guides them toward taking action.

Lightweight, fast script (<25kb) with zero slowdown
Fully matches your brand colors, avatar, and tone of voice
1-click install on WordPress, Shopify, Squarespace, or custom web
Lead Capture

Automated Lead Capture & Qualification

Captures visitor contact details naturally during conversation when interest is highest. Classifies intent, budget, and timeline so you know who is ready to buy.

Collects name, phone, email, and service interest organically
Scores buyer urgency and intent automatically
Instant team alerts on WhatsApp & Slack with full conversation context
Human Handoff

Seamless Live Human Handoff

When an inquiry requires personal attention or a customer asks for a human, the assistant instantly alerts your staff and pauses auto-replies for smooth takeover.

1-click live chat takeover from your dashboard inbox
Preserves full previous chat history and customer intent notes
Easily resume AI automation whenever your team member steps away
Instant Document Delivery

Automated Flows & Document Attachments

Trigger automatic document and brochure dispatch the moment a customer requests materials (e.g. "send me the doc", "brochure", "catalog", "pricing").

Instant sub-50ms dispatch over Web Chat & WhatsApp with zero token latency
Interactive document cards with download badges for web visitors
Native WhatsApp PDF file delivery directly inside chat conversations
Pick documents directly from your Knowledge Base or link any custom file URL
Global & Multilingual

95+ Languages with Auto-Detection & RTL Support

Speak to global customers naturally in their own language. Automatically detects visitor language, cross-references your knowledge base, and responds fluently in European, Arabic (with native Right-to-Left formatting), and Indian languages.

Zero configuration: Automatically detects language on the very first message
Cross-lingual RAG: Reads English documents and responds in Spanish, Arabic, Hindi, French, German, etc.
Native RTL layout: Seamless Right-to-Left text direction and alignment for Arabic, Urdu, and Hebrew
Supports colloquial and transliterated dialects like Hinglish, Arabizi, and Tanglish
OMNICHANNEL MESSAGING

Reach Customers Everywhere

Connect with customers on the channels they use every day

One central AI brain powering your website, messaging apps, social DMs, and internal team workspaces with consistent business answers.

Key Workflow in Action

Single Source of Truth Across All Customer Touchpoints

Update your knowledge base once, and changes instantly reflect across your website widget, WhatsApp Business, Instagram DM, Slack workspace, and Microsoft Teams.

Key Architectural Highlights:
Official Meta WhatsApp Cloud API integration
24/7 automated Instagram Direct Message & Facebook Messenger replies
Slack & Microsoft Teams apps for internal team productivity
Fast automated Telegram bot for community and client support
WhatsApp

Official WhatsApp Cloud API & Broadcast Campaigns

Connect your business WhatsApp number to answer customer queries 24/7, qualify incoming leads, automatically send PDF brochures, and launch targeted broadcast campaigns with zero per-message markup.

Official Meta WhatsApp Cloud API for 99.9% reliable delivery
Instant native document/PDF dispatch on keyword triggers (e.g. "send me the doc")
Outbound broadcast campaigns with Meta-approved templates & AI auto-reply
Instantly routes complex inquiries to staff WhatsApp with full conversation context
Instagram

Instagram DM & Messenger Auto-Replies

Capture social traffic effortlessly. Automatically respond to incoming Instagram Direct Messages, story mentions, and Facebook Messenger chats with contextual guidance.

24/7 social lead capture and product inquiries
Story mention auto-responders and greeting flows
Hands off to human team when a deal needs closing
Telegram

Automated Telegram Bot

Deploy a fast, responsive Telegram bot for customer communities, client support groups, and direct client interactions with full document grounding.

Instant setup with bot token connection
Works in group chats or 1-on-1 direct conversations
Shares formatted links and citations directly in chat
Slack / Teams

Slack & Microsoft Teams Workspaces

Turn your knowledge base into an internal company copilot. Team members can @mention the assistant in channels to get verified answers on policies, docs, and specs.

Direct channel @mention support in Slack and Teams
Threaded answers citing internal business documentation
Reduces repetitive HR, IT, and product questions for your team
VERIFIED KNOWLEDGE

Use Your Business Knowledge

Teach your assistant from content you already have

No complex AI setup or prompt engineering required. Aidni learns strictly from your website, documents, and business data with transparent source citations.

Key Workflow in Action

Answers from Your Business Content — Not the Internet

Traditional bots hallucinate or answer from random internet training data. Aidni bounds every answer to your verified files, website pages, and databases. If your content doesn't have the answer, it gracefully says so instead of guessing.

Key Architectural Highlights:
Automatic sitemap crawler keeps content synced as your site updates
Upload PDFs, Word docs, spreadsheets, and FAQs in seconds
Safe read-only connections to live PostgreSQL and MySQL databases
Clickable footnote citations showing the exact source passage
Website

Automated Website & Sitemap Sync

Enter your website domain or sitemap URL. Aidni crawls your pages, extracts relevant information, and keeps your assistant updated as your site changes.

Discovers sub-pages and service sections automatically
Scheduled re-crawling ensures information stays fresh
Exclude specific URLs or staging links easily
Documents

Document Uploads & Catalogs

Upload PDFs, Word documents, Markdown guides, spreadsheets, or paste raw text. Aidni parses, chunks, and structures your documents into instant AI memory.

Full support for PDF, DOCX, TXT, CSV, and YouTube transcripts
Instant processing with zero manual data labeling
Preview and manage all active sources in your dashboard
Databases

Live Database Lookups

Connect PostgreSQL or MySQL databases to answer real-time questions about product availability, order status, booking slots, or account records.

Answers from live data without manual file re-uploading
Strict read-only parameterized security sandboxing
Encrypted connection pooling with zero plaintext storage
Citations

Clickable Source Citations & No Guesswork

Every response includes clickable source citations so customers and your team can verify exactly which page or document provided the answer.

Transparent citations showing exact document origin
Strict grounding prevents making up false prices or terms
Graceful refusal fallback prompts when context is unavailable
SALES & OUTREACH

Sales, Email & WhatsApp Outreach

Capture inbox leads and launch high-converting WhatsApp & Email campaigns

Never let high-intent inquiries go cold. Dispatch Meta-approved WhatsApp broadcasts and direct SMTP emails with 24/7 autonomous AI follow-up to qualify leads instantly.

Key Workflow in Action

Turn Inbound Inquiries & Outbound Broadcasts into Revenue

Aidni combines background inbox intelligence with high-converting outbound outreach. Sync your Meta WhatsApp Business account and email domains to dispatch campaigns, clean recipient lists, and let autonomous AI agents qualify every inbound reply 24/7.

Key Architectural Highlights:
Background inbox sync for Gmail, Outlook, Exchange, and IMAP
Official Meta WhatsApp Broadcasts with live template sync & dynamic variable mapping
Automated CSV phone & email sanitization with E.164 compliance validation
24/7 autonomous AI follow-up loop that qualifies replies and pushes leads to CRM
WhatsApp Campaigns

Official WhatsApp Broadcast Campaigns & AI Auto-Followup

Broadcast targeted WhatsApp marketing and utility messages directly through your official Meta WhatsApp Cloud API credentials. Sync approved templates, map dynamic variables from CSV, and let AI autonomously qualify incoming replies.

Live Meta template sync with positional {{1}}, {{2}} parameter mapping
Automated CSV phone sanitization & E.164 country code compliance
Autonomous AI agent takes over incoming replies, answers questions & qualifies leads
Zero per-message markup from Aidni — pay Meta directly at official wholesale rates
Inbox Lead Detection

Inbox Lead Intelligence & Triage

Monitors incoming emails, identifies high-intent buyer replies, scores sentiment, and alerts your sales team before opportunities go cold.

Silent 45s background sync with Gmail, Outlook, and IMAP
Extracts buyer signals (seat count, timeline, budget, role)
Filters out spam and auto-replies automatically
Bulk Email

Direct SMTP Bulk Email Campaigns

Send targeted email campaigns directly from your verified Google Workspace, Microsoft 365, or Amazon SES with zero middleman per-email fees.

Upload CSV audience lists or select captured website leads
Dynamic personalization tags ({{first_name}}, {{company}})
Rate-throttled queue protection with 1-click unsubscribe compliance
AI Draft Replies

RAG-Grounded AI Draft Replies

Generates contextually accurate email response drafts citing your exact business documentation, policies, and pricing. Review, edit, and dispatch in seconds.

Pre-drafted sales replies ready in your dashboard inbox
Grounding in your pricing and product docs
1-click send through your connected email account
aidni.io · WhatsApp Automation

Run WhatsApp Campaigns. Let Aidni.io Do the Rest.

Send campaigns, engage customers, qualify leads with AI, and sync to your CRM — all in one platform.

Higher Engagement Qualified Leads Faster Follow-ups More Conversions
1

Run WhatsApp Campaigns

Create and send targeted WhatsApp campaigns to your audience.

New Campaign
Audience
Existing Customers
Message
Hi there! 👋 Check out our new plans and get 20% off. Interested?
Messages sent to 5,000 contacts
2

Customers Respond on WhatsApp

Customers reply to your campaign on WhatsApp with questions or interest.

Customer
•••
Hi! Can you share more details about the plans?
10:24 AM
Yes, I'd like to know the pricing.
10:25 AM
Do you offer a demo?
10:26 AM
•••
3

aidni.io Processes with AI

aidni.io understands the reply, uses the right AI Agent, and handles the conversation.

aidni.io
Understands intent
Answers questions
Uses the right AI Agent
Fetches information (APIs, KB)
Qualifies the lead
Dynamically continues the chat
4

Leads are Qualified Automatically

aidni.io analyses the conversation and qualifies the lead based on your criteria.

Priya Sharma
Qualified Lead
NamePriya Sharma
InterestPremium Plan
IntentHigh
Lead Score92/100
Next StepBook a Demo
“Customer is interested in the Premium Plan. Share demo link and follow up.”
5

Sync to Your CRM (or Any Platform)

Qualified leads are automatically shared with your CRM or any integrated tool.

Salesforce
HubSpot
Zoho CRM
Notion
Google Sheets
Slack
And 100+ more...

Human Handoff (When Needed)

If a customer needs personal assistance, aidni.io can instantly connect the conversation to the right human agent.

PS
AK
RM
Connected to the right agent

End-to-End Automation

From campaign to qualified lead.

Works with Any AI Agent

Connect to any agent in aidni.io.

Integrates with Your Tools

CRM, spreadsheets, support tools and more.

Built for Business Growth

More conversations. More customers.

Architecture & Technical Evaluation

For technical teams → Explore architecture

Under the hood of Aidni’s friendly interface lies an enterprise-grade retrieval pipeline: PostgreSQL pgvector, HyDE query expansion, read-only SQL sandboxing, and strict tenant isolation.

pgvector HNSW<850ms P95
TECHNICAL ARCHITECTURE & BENCHMARKS

For Technical Teams → Explore Architecture

Engineered for Enterprise RAG, Precision Retrieval & Bank-Grade Security

For CTOs, engineering leads, and security evaluators who require deep architectural proofs, sub-second latency, and verified tenant isolation.

Core Architecture Spotlight

Dual-Stage Dense Retrieval with HyDE & PostgreSQL pgvector

Aidni combines PostgreSQL pgvector dense embeddings with Hypothetical Document Embeddings (HyDE) and semantic cross-encoder reranking to achieve 99.4% retrieval precision @ k=4 with P95 latency under 850ms.

Key Architectural Highlights:
HNSW-indexed vector embeddings in PostgreSQL pgvector
Hypothetical Document Embeddings (HyDE) for query expansion
Read-only parameterized SQL generation with schema sandboxing
AES-256-GCM credential encryption and bidirectional PII masking
Vector Engine

pgvector & HNSW Dense Indexing

Vector embeddings are stored and queried natively inside PostgreSQL using HNSW (Hierarchical Navigable Small World) index graphs for ultra-fast cosine similarity lookups.

P95 retrieval latency <850ms across large document corpuses
Contextual parent-child chunking preserving document hierarchy
Native PostgreSQL pgvector eliminates third-party vector SaaS latency
Precision RAG

HyDE Query Expansion & Semantic Reranking

Transforms colloquial visitor questions into hypothetical answer passages before vector embedding, bridging the vocabulary gap between customer phrasing and technical manuals.

Hypothetical Document Embeddings eliminate vocabulary mismatch
Cross-lingual semantic matching bridges English docs with global queries
Cross-encoder reranking prioritizes highest-relevance context chunks
Threshold gating (τ=0.72) triggers clean refusal when context is absent
SQL Sandboxing

Schema-Aware SQL Generation & Safe Connectors

Translates natural language questions into read-only parameterized SQL queries against connected Postgres or MySQL databases with strict query timeouts and injection prevention.

Read-only execution sandboxing prevents mutations or data leaks
Dynamic schema-aware prompt injection prevention
Encrypted connection pooling with TLS verification
Security & Privacy

AES-256-GCM Encryption, RLS & Zero Model Training

Sensitive data is masked before prompts leave your server. Stored credentials use AES-256-GCM encryption, while PostgreSQL Row-Level Security ensures strict multi-tenant data isolation.

Bidirectional PII tokenization (masks payment cards, national IDs, emails)
Strict PostgreSQL Row-Level Security (RLS) boundary enforcement
Zero customer data retention (ZDR) & zero foundational AI model training
EMPIRICAL EVALUATION

RAG Grounding & Retrieval Benchmark Results

Evaluated across 500+ heterogeneous production queries
99.4%
Retrieval Precision @ k=4
Dual-stage dense vector search combined with HyDE query expansion.
98.7%
Strict Grounding Rate
Generations strictly bounded to provided context chunks with zero fabricated facts.
< 850ms
P95 Retrieval Latency
HNSW-indexed vector embeddings in PostgreSQL pgvector.
100%
Attribution Transparency
Every answer includes clickable citations showing exact document origin and chunk.
Verification Methodology: Aidni enforces strict refusal prompting when similarity scores drop below threshold $\tau=0.72$. If the knowledge base does not contain the answer, the agent gracefully admits lack of context rather than speculating, and triggers human staff escalation.
How Aidni compares

More than a chat widget.

Basic chat tools answer questions. Aidni qualifies visitors, routes to your team, and works across every channel your business uses.

Capability / DimensionAidni.io EnterpriseTraditional Bots
Inbound Email Intelligence & Triage
Built-in IMAP / Webhooks with AI signal extraction
Requires complex 3rd party Zapier workflows
RAG Retrieval Quality
Hybrid Search (pgvector + HyDE + Reranking)
Basic un-ranked keyword search
Multi-Channel Support
WhatsApp, Teams, Slack, Instagram, Web
Web widget only or costly add-ons
Live SQL Database Ingestion
Native Postgres & MySQL schema indexing
Static document uploads only
Human Agent Escalation
Real-time handoff with multi-user RBAC
Clunky disconnected inbox
Enterprise Encryption & Privacy
AES-256 GCM + PII Masking + Postgres RLS
Shared database tables

Experience the Full Power of Aidni.io

Start your free setup call + 7-day full-access trial today. Ingest your knowledge base, connect your email inbox, and deploy your custom AI agent in 2 minutes.