How Luminous Hotel Management automated cash flow management across 11 hotels

Neha Jadav (CEO) and James Fair (COO) explain how Agicap’s cash flow platform transformed Luminous Hotel Management’s multi-entity treasury from manual spreadsheet tracking into a collaborative and scalable cash management function across 11 U.S. hotel properties.

Key takeaways

Luminous Hotel Management manages a multi-entity portfolio of 11 hotels across the U.S., where distinct partnership structures, property-level seasonality, and multiple bank accounts per hotel make centralized liquidity management essential to protect operating margins and investor returns.
Relying on M3 Accounting (an accrual-based ERP) forced executive leadership into daily manual bank logins and spreadsheet tracking, creating critical visibility gaps between accrued revenue and actual available cash.
By deploying Agicap, Luminous consolidated multi-entity cash visibility into a single platform, automated bank reconciliations using AI transaction matching, and bridged the operational gap between finance and operations.
The platform automates multi-horizon forecasting, combining a 13-week direct cash forecast with 12–15 month indirect liquidity planning. This gives finance teams early visibility into cash shortfalls, seamless scenario modeling for major CAPEX, and full control over working capital.

" Working with the finance team, the leadership team, and the operations team, all collaborating in the same software, allows us to make more use out of our meetings "

James Fair

COO & Co-founder, Luminous Hotel Management

$10-20M

in revenue

11

Hotels

912

Rooms under management

Luminous Hotel Management

Industry:
Accommodation and catering
Size:
SME (10-50M turnover)
Where:
Warrenton, Virginia, United States

Use cases:
Making forecasts more reliable, Financing growth, Daily cash monitoring

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Customer’s history

Luminous Hotel Management is a Northern Virginia–based hospitality management company, co-founded by Neha Jadav (CEO) and James Fair (COO). It oversees a portfolio of 11 hotel properties across the United States, partnering with property owners to handle a wide array of services: asset optimization, operational execution, and financial strategy.

The portfolio spans several major franchise brands such as IHG, Marriott, Wyndham, and Hilton, which means Luminous operates each property under a different set of brand standards and franchise obligations while running them as a single managed portfolio.

Hospitality operates under distinct financial constraints: each property faces its own location-specific, seasonal demand cycle, so revenue is uneven and hard to predict at the individual-hotel level. Yet costs like labor, brand fees, debt service, and maintenance run continuously regardless of occupancy.

To support rapid portfolio expansion without expanding back-office overhead, Luminous required a modern treasury management tool capable of bridging accrual financial metrics with dynamic, cash-based operational decision-making.

Customer’s needs

Prior to implementing Agicap, Luminous Hotel Management faced operational bottlenecks caused by fragmented multi-bank data, manual reconciliation loops, and an accrual-to-cash reporting gap across its 11 hotels. It needed to:

Centralize multi-bank balance tracking by eliminating daily manual logins across dozens of individual bank accounts to establish a single source of truth
Bridge the gap between accrual accounting and cash availability by replacing M3 revenue numbers with actual cash inflow tracking to prepare for vendor outflows
Automate bank reconciliations across 11 entities to reduce processing time to just 2 hours per week, eliminating the need for a dedicated FTE
Align finance and operations on CapEx planning by enabling operational leadership to plug planned capital expenditures directly into financial cash projections while safeguarding off-season liquidity
Strengthen fraud detection and risk controls by leveraging automated daily bank feeds and categorization to audit transactions and immediately flag unexpected withdrawals or anomalies

Neha Jadav, CEO and co-founder of Luminous Hotel Management, explains : "Before Agicap we had no real idea of the net cash we were producing or burning each month — the revenue was in the system, but that's accrual, not what's actually in the bank.".

Solution

Luminous Hotel Management partnered with Agicap to overhaul its cash flow management and move to daily cash visibility. The implementation was executed in three strategic phases:

Multi-Bank Integration & Historical Baseline Setup: Agicap established direct connections to all bank accounts across the 11 hotel entities. For newly onboarded properties, 12 months of historical bank data were ingested directly to establish property-level cash flow baselines without relying on accrual financial statements.
M3 ERP AP Integration: Accounts payable data from M3 Accounting were synchronized into Agicap to feed the cash forecast.
AI Reconciliation & Seasonality Model Deployment: Agicap’s AI reconciliation tool auto-suggested matches between open M3 transactions and live bank feeds. Custom seasonality forecasting models were configured for each property based on prior-year same-month trends and historical averages.

Key benefits achieved:

90%+ Reduction in Bank Reconciliation Workload: Bank reconciliation time across 11 hotels plummeted from a heavy monthly time sink down to approximately 2 hours per week, scaling operations without adding administrative headcount.
Seamless Operations & Finance Collaboration on CapEx: Operations teams input capital investments directly into Agicap, allowing finance to evaluate off-season cash impacts proactively rather than reactively exchanging static Excel spreadsheets.

" Our payment cycle is no longer just blindly paying based on revenue from M3. We're actually making our payment cycles based on cash flow coming in. "

Neha Jadav

CEO & Co-founder, Luminous Hotel Management

Conclusion

By implementing Agicap, Luminous Hotel Management successfully transformed its multi-entity cash flow management from a fragmented, manual routine into a unified and scalable cash management engine. The integration bridged the gap between M3's accrual accounting and real-time liquidity, providing leadership with total visibility over short-term AP disbursements, property-specific seasonality, and long-term CapEx projects. Ultimately, Agicap has empowered Luminous to scale its hotel portfolio efficiently while better communicating financial projections to its ownership partners.