AI-powered Telegram intelligence

Your groups talk.
Raven listens.

Telegram groups flood you with hundreds of messages daily.
Raven turns that noise into structured data — and lets you ask questions in plain language.

Any nicheHR, crypto, real estate, legal…
Your schemaDefine exactly what to extract
Natural languageQuery your data in plain English
Raven Dashboard — Real Estate · Dubai
Posted Type Price District Message
Today, 09:41 Villa · Sale 3 600 000 AED Dubai Hills Продаю виллу 5 комнат 450 кв.м, бассейн…
Today, 09:15 Apt · Rent 18 000 AED/mo JBR Сдам 2-комнатную с видом на море…
Today, 08:52 Villa · Sale 2 100 000 AED JVC Срочно! Вилла 3 спальни, меблирована…
Today, 08:30 Penthouse 7 500 000 AED Palm Jumeirah Пентхаус с панорамным видом на залив…
Today, 08:05 Studio · Rent 7 500 AED/mo DIFC Студия в DIFC, рядом метро…

From message flood
to clean intelligence

Every group message gets read, analyzed, and either extracted into structured data or discarded as noise.

1 Raw Telegram message
K Khalid M. 09:41

Продаю виллу 5 комнат в Dubai Hills, 450 кв.м, бассейн и сад. Цена 3 600 000 AED. Звоните: +971 50 111 2222

Anyone selling in Marina?
👍👍👍
Ок, спасибо за инфо
AI extracts
per your schema
2 Your extraction schema
Real Estate · Dubai
type text Property type (villa, apt, studio)
price number Price in AED
area_sqm number Area in square meters
district text Dubai district / area
rooms number Number of bedrooms
contact text Phone or username
Structured
result
3 Extracted item
Extracted
Today, 09:41
type Villa · For Sale
price 3 600 000 AED
area_sqm 450 m²
district Dubai Hills
rooms 5 bedrooms
contact +971 50 111 2222
Original: Продаю виллу 5 комнат в Dubai Hills, 450 кв.м, бассейн и сад…
3 noise messages discarded automatically
1

Connect your Telegram account

Enter your phone number. Raven shows all groups you're in. Pick which ones to monitor. Takes 30 seconds.

2

Choose or create a schema

Pick a preset (HR, Real Estate, Crypto…) or define custom fields. Name each field and describe what to extract — Raven does the rest.

3

Data arrives automatically

Raven monitors 24/7. New messages get processed within seconds. Browse Items, filter, export — or just ask in plain language.

Query your data
in plain language

No SQL, no exports, no pivot tables. Just ask Raven what you need — it answers from your extracted data.

Ask Raven — Real Estate · Dubai
87 items extracted from 3 groups · Updated just now
What's the cheapest villa for sale today?
Raven

The cheapest villa for sale today is in JVC2,100,000 AED, 3 bedrooms, fully furnished. Listed 2 hours ago. Contact: +971 55 333 4444.

How many listings came in today? Break down by type.
Raven

Today: 23 listings total.

Villas for sale9
Apartments for rent8
Studios / other6

Most active district: JBR with 7 listings.

Show villas over 4M in Palm Jumeirah
Raven

Found 2 villas matching your criteria:

7 500 000 AED Penthouse · panoramic sea view · +971 50 777 8888
5 200 000 AED Villa 6BR · private beach access · +971 55 999 0000
Ask anything about your data…
Plain language queries

Ask in English or Russian. Filter by price, date, location, any field you defined.

Aggregations & summaries

Counts, averages, breakdowns — Raven calculates across your entire dataset.

Always up to date

New messages arrive in real time. Your next query already knows about them.

Everything you need to turn
group noise into signal

Custom Extraction Schema

Define exactly what fields to extract. Name, type, description — AI fills the rest automatically from every message.

Real-time Monitoring

Raven reads your groups 24/7. New messages are processed within seconds — no polling, no delays.

Automatic Noise Filtering

AI identifies and discards replies, reactions, and off-topic messages. Only real data reaches your Items list.

Ask Raven

Natural language chat over your extracted data. "What are the top salaries this week?" — Raven answers instantly.

Ready-made Presets

Start in seconds with built-in schemas for HR, Real Estate, Crypto, Legal, Auto, and Marketplace. Customize anytime.

Secure & Private

Telegram sessions encrypted with AES-256-GCM. Your data stays yours — no third-party sharing, ever.

Works for any niche

You define the schema — Raven extracts. No code, no integrations.

👔

HR & Recruiting

Collect job postings from talent groups. Ask: "All remote Python roles above $5k this week?"

rolesalary_minsalary_maxlocationremotestack
🏠

Real Estate

Monitor property listings. Ask: "Cheapest 3-bedroom villa in JBR posted today?"

typepricearea_sqmroomsdistrict

Crypto & Trading

Track signals and calls. Ask: "All long calls on BTC from yesterday with target above 90k?"

tickerdirectionentrytargetstop_loss
⚖️

Legal

Aggregate cases and precedents. Ask: "How many labor dispute cases were added this month?"

courttopicoutcomejurisdiction
🚗

Auto Market

Track car listings. Ask: "BMW 5-series under 80k, under 50k km?"

makemodelyearpricemileage
📰

News & Research

Aggregate signals from industry channels. Ask: "What topics dominated last week?"

topicsentimententitiessource

Ready to listen?

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