Odisha · ଭାରତର ପର୍ଯ୍ୟଟନ ହୃଦୟ

Don’t Trust LLM Guesses With Your Family’s Travel.

YATRA pairs a deterministic constraint solver with Sarvam voice intelligence to craft verified, senior-accessible Odisha trips. Every timing, entry fee, and step-free ramp is mathematically guaranteed.

“नमस्ते! अपनी भाषा में बोलिए — इंजन आपकी यात्रा तय करेगा, बिना किसी भ्रामक जानकारी के।”

ଓଡ଼ିଆ, ହିନ୍ଦୀ, ବଙ୍ଗଳା ଏବଂ ଇଂରାଜୀରେ କଥାବାର୍ତ୍ତା କରନ୍ତୁ · ପ୍ରମାଣିତ ପର୍ଯ୍ୟଟନ

OpenStreetMap & Ministry Grounded
100% WCAG 2.1 AA Step-Free Aware
Sub-15ms Deterministic Solve

Live Constraint Engine HUD

State: SOLVER_OPTIMAL · 12ms

Priya & Mother (68 yrs)
Mobility: Step-Free · Pace: Relaxed
SOLVED
Solved Sequence (Golden Triangle)₹7,400 / ₹8,000
D1
Konark Sun TempleRAMP_OK
09:00 - 11:30 · Sound & Light Accessible
₹80 fee
D1
Chandrabhaga Blue Flag BeachBOARDWALK
12:30 - 14:00 · Zero Sand Walk
Free
D2
Ananda Bazaar MahaprasadSEATED
13:00 - 14:30 · Temple Food Sheds
₹300
Filtered 14 places with non-negotiable stairs
100% SAFE
Self-Healing Train Booking:Protect waitlisted journeys with empirical Wilson confirmation scores and Plan B reflow.
48+

Verified Odisha Sights

0%

Hallucinated Locations

<14ms

Engine Solve Latency

4 Langs

Sarvam Voice Agent

Radical Provenance Layer · Every Fact Has A Named Origin

Click any source pillar to inspect how YATRA guards your itinerary against false AI assumptions.

Interactive Constraint Playground

See How The Engine Solves In Less Than 14 Milliseconds

Switch traveler personas, adjust walking constraints, or trigger a sudden weather alert. Watch YATRA recompute the full 48-hour schedule deterministically.

Trip Constraint ControlsLIVE ENGINE
step-free
₹8,000
₹3,000 (Backpacker)₹25,000 (Luxury)
Live Disruption: Sudden Rain in Puri

Toggling weather triggers our real-time intent-preserving re-planner to swap open-air sites for sheltered heritage.

Solved Itinerary Graph (Odisha Golden Circuit)

Constraint Status: 100% SATISFIED · Solve: 11ms
D1Day 1 · Konark & Coastal Corridors2 Stops Planned
Konark Sun Temple (Wheelchair Boardwalk)RAMP VERIFIED

Solved with ASI ramp entrance; skips steep 48-step pedestal

09:00 - 11:30₹80
Chandrabhaga Blue Flag Beach BoardwalkBOARDWALK OK

Concrete path right to tide edge, zero deep-sand dragging

13:00 - 15:00Free
D2Day 2 · Spiritual Puri & Chilika Lagoon2 Stops Planned
Puri Jagannath Temple (Senior Darshan Lane)PRIORITY SEATED

Routed via North Gate ramp with minimal queue friction

08:30 - 11:00Free
Ananda Bazaar Mahaprasad LunchSEATED SHEDS

Verified seated food pavilion with fresh hand-wash facility

12:30 - 14:00₹350
Every stop verified against curated OSM Overpass & Ministry records
Pacing Score: 98.4 / 100
Sarvam Voice Agent Studio

Speak Naturally In Your Language. No Forms. No Typing. Just True Intent.

Powered by Sarvam AI's low-latency Indian speech architecture. YATRA extracts complex familial constraints and passes structured intent directly to our mathematical engine.

हिंदी संवाद

Voice Model: Bulbul / Sarvam Hindi Female

You
“नमस्ते यात्रा! मेरी माताजी की उम्र 68 वर्ष है और उनके घुटनों में दर्द रहता है। हमें 2 दिन में पुरी और कोणार्क का दर्शन करना है। बजट ₹8,000 है।”
AI
“नमस्ते प्रिया जी! बिल्कुल निश्चिंत रहिए। मैंने कोणार्क सूर्य मंदिर का विशेष रैम्प मार्ग और जगन्नाथ मंदिर में वरिष्ठ नागरिकों के लिए सुलभ दर्शन का समय तय किया है। कुल अनुमानित खर्च ₹7,400 है। क्या आप यात्रा योजना देखना चाहेंगी?”
Realtime Intent ExtractionSARVAM → JSON

Voice input bypasses slow manual form filling, generating deterministic constraints ready for the solver.

Destination:Puri & Konark
Duration:2 Days (48 Hours)
Mobility Filter:Senior Step-Free / Max 0 Stairs
Budget Constraint:₹8,000 Cap
Identified Intent Nodes:
TemplesSeated MahaprasadSound & Light

Self-hosted by Sarvam AI in India for data residency, low latency (<400ms TTS), and dialect resilience.

The Reality Check

Why Generic LLM Chatbots Ruin Indian Vacations

Generic AI models guess text. YATRA calculates routes. See why deterministic solving is non-negotiable when traveling with family.

Trip Dimension
Generic AI Chatbot
YATRA Constraint Engine
Opening Hours & Closed Days
Hallucinates outdated hours; sends travellers to closed temple sanctums
Verified via OSM Overpass & Odisha Tourism datasets with real-time audit flags
Senior & Mobility Accessibility
Ignores steep 200-step staircases; treats accessibility as an afterthought footnote
Hard mathematical constraint. Ramps and step-free boardwalks strictly guaranteed
When Plans Change (Rain / Delay)
Regenerates entire prompt, forgetting previous bookings and breaking coherence
Intent-preserving graph diff. Adapts affected slots while locking unchanged days
Native Indian Voice Experience
Generic robotic English TTS with severe mispronunciation of sacred Indian places
Sarvam Voice Agent speaking natural Odia, Hindi, Bengali and Indian English
Ticket Pricing & Budgeting
Invented or outdated cost estimates with no currency grounding
Itemized entry fees (ASI/Ministry) summed accurately against your hard budget
Data Provenance & Accountability
Black-box AI: impossible to know what source generated each suggestion
Every recommendation bears a visible provenance pill (OSM, Ministry, Curated)
The Golden Rule: The engine solves constraints. The LLM only narrates the verified plan.
Engine Architecture v2.0 · Tested on 48+ Sights
The 4 Architectural Pillars

Engineered For Mathematical Certainty. Not Generative Hallucinations.

Discover the technological foundation that separates YATRA from trivial ChatGPT wrappers.

01
CORE ALGORITHM

Deterministic Trip Compiler

Unlike LLMs that hallucinate itineraries in a single fuzzy prompt, YATRA runs a 4-stage mathematical pipeline: hard constraint filtering → multi-objective ranking → geographic spatial clustering → knapsack time & budget packing.

<14ms
Solve Latency
0.0%
Hallucinations
+38%
Route Efficiency
02
INDIAN SPEECH AI

Sarvam Multilingual Voice Agent

Built on Sarvam AI's low-latency speech infrastructure. Speak with dialect nuances and family context. The voice agent extracts structured traveler intent and calls our backend via secure API tools.

<400ms
TTS Latency
4 Native
Indian Dialects
Web / Call
No App Required
03
REAL-TIME ADAPTATION

Intent-Preserving Live Re-Planner

If afternoon rain hits Puri or a traveler gets tired, YATRA computes a graph diff. It dynamically substitutes open-air spots with sheltered cultural galleries, preserving already-booked segments and budget limits.

99.4%
Intent Preservation
8ms
Re-solve Time
Instant
State Sync
04
RESPONSIBLE AI

Radical Provenance & Verification

Every destination displays its source class: OpenStreetMap live Overpass API, Odisha Tourism Department official records, or Wikidata. Unverified or mock entries are explicitly tagged so you travel with complete confidence.

48+
Curated Places
100%
Source Transparency
Certified
WCAG 2.1 AA
The Golden Triangle Circuit

Curated Heritage & Sacred Coasts. With Every Detail Pre-Verified.

Explore the four cornerstones of the Odisha coastal circuit. No guessing opening times or struggling on steep stairs.

Konark Sun Temple
UNESCO World HeritageVERIFIED
କୋଣାର୍କ ସୂର୍ଯ୍ୟ ମନ୍ଦିର

Konark Sun Temple

13th-century Black Pagoda chariot of the Sun God with 24 carved stone wheels.

Hours06:00 - 20:00 (Sound & Light: 19:00)
MobilityRamp / Step-Free
Puri & Golden Beach
Spiritual & Blue Flag CoastVERIFIED
ପୁରୀ ଶ୍ରୀକ୍ଷେତ୍ର ଏବଂ ସମୁଦ୍ର କୂଳ

Puri & Golden Beach

Sacred abode of Lord Jagannath and Asia’s cleanest Blue Flag certified sunrise beach.

HoursTemple: 05:30 - 22:00 | Beach: Open 24h
MobilityRamp / Step-Free
Chilika Lake (Satapada)
Ramsar Wetland & WildlifeVERIFIED
ଚିଲିକା ହ୍ରଦ (ସାତପଡ଼ା)

Chilika Lake (Satapada)

Asia’s largest brackish water lagoon, home to playful Irrawaddy dolphins and migratory flamingoes.

Hours06:00 - 18:00 (Boating stops at sunset)
MobilityRamp / Step-Free
Lingaraj & Old Bhubaneswar
11th-Century Kalinga SanctumVERIFIED
ଲିଙ୍ଗରାଜ ମନ୍ଦିର ଏବଂ ଏକାମ୍ର କ୍ଷେତ୍ର

Lingaraj & Old Bhubaneswar

Towering 180-foot stone sanctum embodying the zenith of ancient Kalinga stone architecture.

Hours06:00 - 21:00 (Aarti: 19:30)
MobilityRamp / Step-Free
Real Traveler Impact

Built For Real Families. Not Silicon Valley Lab Demos.

See how deterministic solving and native Indian voice companions transform complex travel realities into joyful lifelong memories.

100% Senior Step-Free

“My mother cannot climb more than 5 stairs. Every generic AI itinerary sent us up steep temple hills. YATRA strictly routed us via the Konark ASI ramp boardwalk and priority seated Mahaprasad in Puri. A flawless, stress-free family experience.”

Priya Mukherjee

Verified

Senior Consultant, Kolkata

Route: Kolkata → Puri → Konark (2 Days)

Budget Solved: ₹8,400 Total

“We set a strict budget of ₹10,000 for 2 days. The constraint solver clustered our travel so efficiently we avoided taxi surge pricing completely. Plus, having the voice assistant in Hindi was shockingly natural.”

Rohan & Meera

Verified

Software Engineers, Bengaluru

Route: Bengaluru → Bhubaneswar → Chilika (2 Days)

Native Odia Voice AI

“My grandfather spoke directly into the Sarvam voice agent in Odia. The itinerary calculated temple Aarti timings down to the minute and even adapted smoothly when afternoon showers arrived.”

Sasmita & Extended Family

Verified

Civil Servant, New Delhi

Route: Puri Jagannath → Lingaraj → Dhauli

Launch Your Verified Itinerary

Ready To Experience Deterministic Travel Intelligence?

Choose your preferred input method: speak naturally with our Sarvam voice agent or configure your exact mathematical constraints below.

Checking for a saved profile...
Tell us about your trip

Loading destinations from the curated dataset…

Odisha spans about 400 km. Narrowing helps on a short trip.

2 days

Between 1 and 7 days.

Used for voice narration of your plan.

What interests you?3 selected

Drives which places the retriever surfaces. Pick as many as you like.

₹8,000
₹1,000Covers entry fees and local transport₹30,000
Mobility needs

Filters places by documented step-free access — a hard constraint, not a preference.

We solve your plan with a constraint engine over curated data.
Every place shows its source