PRODUCTThe Platform

A consultation engine, not a chatbot.

Clonify trains a private retrieval graph on your knowledge, runs it through an eleven-stage adaptive RAG pipeline, and answers in your voice - never inventing, never citing material you didn't teach it.

02What makes it different

Why your clone beats ChatGPT at being you.

A general-purpose chatbot can't consult your clients - it doesn't know your cases, your stance, or how to charge for the answer.

Dimension
Knowledge

Trained on the open web. Generic, often outdated.

Trained only on what you upload. Your case files, your tone.

Voice

A neutral, helpful assistant voice. Sounds the same to everyone.

Speaks in your voice. Disagrees the way you disagree.

Citations

Often confabulates sources or omits them entirely.

Cites only material from your knowledge base. Refuses if absent.

Boundaries

Generic safety filters. No awareness of your profession.

Domain-aware guardrails. Medical, legal, financial disclaimers built-in.

Monetization

You can't charge per conversation.

Set a price per chat. Keep 80%. Weekly payouts.

Privacy

Your prompts can be used for future training.

Your knowledge stays yours. PII redacted before it's embedded.

HOW IT WORKS

From Expert to AI Clone
in 3 Steps

01

Upload Your Knowledge

Add PDFs, text, URLs, or Q&A pairs. Your expertise becomes AI training data - structured and indexed in minutes.

PDFs • Text • URLs • Q&A
02

AI Clones You

Our RAG engine learns your style, knowledge, and personality using advanced AI models. Your clone thinks the way you do.

Our Models
03

Earn While You Sleep

Clients pay per query. You earn 80%. Money hits your bank account via Razorpay - zero effort on your end.

80% Revenue Share
03Under the hood

Frontier RAG. Not a wrapper.

What ships when you launch a clone, in plain terms.

Request lifecycle
01
Intent classify
Parallel with profile fetch
02
Query rewrite
Multi-query for complex asks
03
Hybrid retrieval
BM25 + vector RRF
04
Re-rank
Cross-encoder, top-K
05
Compress
Token-budget pack
06
Stream
Gemini 2.5 Flash, SSE

Adaptive RAG

Eleven-stage pipeline that adjusts depth per query complexity. Simple greetings skip retrieval. Complex questions get query expansion, re-ranking, and contextual compression before generation.

11 stages · 3 complexity modes

Hybrid search

BM25 keyword + vector cosine, fused at the SQL layer via Reciprocal Rank Fusion. Catches exact domain terms (Section 302 IPC, HbA1c, f/2.8) that vector-only search misses.

pgvector · Postgres FTS · RRF k=60

Domain-aware safety

Profession-specific guardrails injected per clone. Medical clones disclaim diagnoses. Legal clones note jurisdiction. Therapy clones redirect crisis signals to emergency lines.

Medical · Legal · Financial · Therapy

Ingestion-time PII redaction

Email, phone, Aadhaar, PAN, credit cards, API keys - stripped with sentinels before chunks are embedded or stored. Your clients' data never lands in the vector store as plaintext.

12 entity types · Luhn-validated

Prompt-injection defense

Six-category heuristic detector catches instruction-override, role-override, system-extraction, delimiter-injection, encoded payloads, and policy-circumvention before they reach the model.

Zero-latency · Pre-RAG

Content moderation

Llama-Guard checks every input and output for toxicity, weapons, self-harm and 11 other categories. Fail-open under provider outage - never takes chat down.

Llama-Guard 4 · 14 categories
PLATFORM FEATURES

Everything You Need to
Monetize Your Knowledge

A complete platform with payments, analytics, team management, API access, and multi-provider AI - all built in.

Multi-Model AI

Multi-provider AI engine with intelligent routing. Each query is automatically directed to the model that delivers the highest quality, lowest-latency response.

Frontier model92%
Speed-optimized78%
Smart routing100%

Upload Any Format

PDFs, Word docs, plain text, URLs, or Q&A pairs. RAG engine chunks, embeds and indexes in minutes.

Razorpay Payouts

Get paid via UPI, cards, net banking. Keep 80% of every query. Fast, weekly payouts.

Enterprise Security

AES-256 encryption, row-level security, Cloudflare CAPTCHA, isolated knowledge namespaces.

Advanced Analytics

Track revenue, peak hours, engagement, conversion rates. Know exactly how your clone is performing.

Custom Domain

Host your AI clone on your own domain. Give clients a professional, branded experience.

ask.drpriya.com
Your branded experience

Team Collaboration

Invite team as Admin, Editor, or Viewer. Manage multiple clones together.

Developer API

Integrate with REST API. Manage keys, set rate limits, receive webhook events.

const res = await clonify.ask(
  "What's DASH diet?"
);

White-Label

Custom logo, colors, domain. Remove Clonify branding. Make it 100% yours.

Ready to Clone
Your Expertise?

Set up your AI clone in minutes. Upload your knowledge, set your price, and start earning - no coding required.

Free to startNo credit card requiredSetup in under 5 minutes