Career chapters

• Agentic HMS
• Confirm-gated AI
• Property model
• India GTM

Specialist agents

8

Decision model

Confirm-gated

Company

NISKA INNOVATIONS LLC (US)

I founded NISKA INNOVATIONS LLC (United States) to build an agentic hotel management system. Specialist agents share one property model. Guest-facing and commercial autonomy remains confirm-gated, so the hotel can review an action before it executes.

NISKA encodes the operating constraint I learned on property: price, channel, message, and stay have to agree, or margin erodes. The company is US-based; I lead day-to-day from Bengaluru, India. The first go-to-market focus is India—OTA-heavy distribution, GST, WhatsApp-native guests, and DPDP-aware data handling—with architecture designed to expand. Company site: niskagroup.com. This page is the personal record.

• Product design starts from hotel operations, not a generic AI wrapper.
• Eight specialist agents share one property model instead of siloed bots.
• A person confirms before an agent changes a rate, a message, or a stay.
• Company domicile: United States; day-to-day leadership from Bengaluru, India.
• Go-to-market begins in India: OTA mix, GST, WhatsApp, and DPDP-aware handling.

• Revenue AI
• Yield
• Distribution
• SaaS

Client profitability lift

25%

Acquisition growth

40% YoY

Hotel revenue on platform

$100M+

Team scale

50+

I founded and led an AI revenue and yield platform for hotels—pricing, forecasting, and multi-channel distribution in one system. Commercial expansion covered India, Southeast Asia, and the Middle East.

sysotel.ai was the first company I owned end to end: product, go-to-market, and a team accountable for hotel profitability without displacing the revenue manager. The lesson that carries into NISKA: automation the property cannot see is automation the hotel will not trust.

• Client profitability rose 25% where dynamic pricing and yield automation were in use.
• Client acquisition grew 40% year on year through enterprise partnerships.
• Hotels on the platform represented more than $100 million in aggregated revenue.
• The company scaled past 50 people across sales, marketing, technology, and operations.
• Markets spanned India, Southeast Asia, and the Middle East.

• PMS
• Channel manager
• RMS
• Consulting

Hotels adopted

25+

Avg. revenue uplift

30%

Portfolio managed

$10M+

Revenue consulting and hotel-technology distribution. We implemented PMS, booking engines, channel managers, RMS, and business-intelligence tools—and stayed accountable for commercial outcomes after go-live.

Rev Matrix sat between the vendor catalogue and the hotel P&L: mapping, training, go-live, and the revenue conversation after the software was live. Owning the outcome after install still shapes how I build product.

• Led adoption for more than 25 hotels across PMS, booking engines, channel managers, and RMS.
• Average revenue uplift on that book was 30%.
• Hospitality portfolio under management exceeded $10 million.
• Implementation included mapping, training, and post-go-live commercial follow-through.

• B2B distribution
• MICE
• Travel partners
• Conversion

Partner network

500+

Hotel revenue growth

25% YoY

Booking conversion lift

45%

A B2B distribution network connecting hotels with MICE organisers, travel agents, and corporates. I built owned distribution systems rather than renting partner relationships.

GoXplore treated channel mix as a product problem: who brings the group, how the lead is tracked, and whether the hotel retains the guest relationship after the stay. Analytics on the book mattered more than brochure partnerships.

• The platform connected more than 500 MICE, corporate, and travel partners.
• Hotel revenue on the book rose 25% year on year.
• Analytics-led lead tracking lifted booking conversion by 45%.
• Distribution was owned as a system, not rented as a broker relationship.

• Rooms
• Sales
• Heritage hotels
• Direct booking

Hotels in sales remit

13

Annual revenue growth

15%

New corporate business

$2M

Direct booking lift

40%

Progressed through rooms: rooms division manager in Gandhinagar, general manager in Udaipur, area general manager in Jaipur. After leading MICE sales at ISTA in Ahmedabad, returned as general manager of sales and marketing for 13 luxury and heritage hotels.

Cambay is where revenue became a standing commercial discipline—city mix, channel mix, and whether the brand could pull direct demand. ISTA (2014–2015) was the bridge year: senior sales manager for meetings and events before returning to lead sales and marketing across the Cambay portfolio.

• Sales leadership delivered 15% annual revenue growth and $2 million in new corporate business.
• National sales covered more than 30 cities.
• Digital initiatives and a brand reset lifted direct bookings by 40%.
• ISTA, 2014–2015: senior sales manager for meetings and events.
• Earlier path: rooms division, general manager (Udaipur), area general manager (Jaipur).

• Front office
• Unit ops
• Royal Orchid
• House count

Start year

2002

Path

FO → unit → FOM

Cities

3+

Hotel Silver Palace and The Imperial Palace in Rajkot; unit manager at Leo Resorts; assistant front office manager and front office manager at Royal Orchid Hotels, Ahmedabad. Later chapters extend this operating foundation.

The first commercial judgments I trusted were made on property, not in a deck: who arrives, who pays, which room can actually be assigned, and what the night audit will show. That room remains the test for every product decision.

• Arrivals, occupied nights, and house count were the daily score.
• Hotel Silver Palace and The Imperial Palace in Rajkot were the first properties.
• Leo Resorts developed unit leadership before brand-system environments.
• Royal Orchid Ahmedabad: assistant front office manager, then front office manager.
• Commercial judgment began on property—and still anchors product decisions.