Don't Just React, Prevent: Why Observability is Non-Negotiable for Brokerage Firms in the Age of LAMA and Beyond
- Varouj Oghali
- 4 minutes ago
- 4 min read

The financial services landscape is evolving at breakneck speed. High-volume, low-latency trading is the norm, and even a nanosecond of downtime can translate into significant financial losses and reputational damage for brokerage firms. In this environment, relying on traditional, reactive monitoring approaches is no longer a viable strategy.Â
Enter LAMA: A Wake-Up Call for Proactive MonitoringÂ
In 2022, the Securities and Exchange Board of India (SEBI) introduced the Log Analytics and Monitoring Application (LAMA) framework. This landmark initiative mandates that critical trading applications function flawlessly, emphasizing prevention over reaction. The goal? To proactively identify and address potential issues before they impact trading, particularly crucial given the nanosecond sensitivity of these transactions.Â
The National Stock Exchange of India (NSE), witnessing the surge in retail trading volumes, recognized the critical need for a system to prevent technical incidents across all market participants. LAMA emerged as the solution: an API-based performance data gathering and early warning system.Â
LAMA leverages machine learning to analyze data collected from brokerage firms' trading systems, identifying patterns that could signal impending problems. When a potential issue is detected, LAMA generates an alert, empowering both the brokerage firm and the exchange to take preventive corrective action. This proactive approach is not just about avoiding downtime; it's a cost-effective way to mitigate risk and prevent substantial financial losses.Â
LAMA Compliance: Not an Option, But an OpportunityÂ
For brokerage firms operating in India, LAMA reporting is not optional – it's a strict requirement with heavy penalties for non-compliance. This mandate underscores the critical importance of robust monitoring capabilities in today's trading environment.Â
Beyond LAMA: A Global Need for Proactive ObservabilityÂ
While LAMA is specific to India, the underlying challenges are universal. Brokerage firms worldwide grapple with the constant pressure to maintain high-performing trading systems and avoid costly outages. Despite investing in traditional legacy monitoring techniques, many are realizing that these approaches fall short in today's complex, AI-driven landscape. They're now seeking more appropriate tools to gain deeper insights into their trading systems.Â
The reality is that system glitches leading to trading disruptions can cost brokerage firms hundreds of millions of dollars, not to mention the erosion of client trust. This is where the power of observability comes into play.Â
From Monitoring to Observability: A Paradigm ShiftÂ
Traditional monitoring focuses on known issues and predefined metrics. Observability, on the other hand, provides a much broader and deeper understanding of system behavior. It allows you to ask and answer novel questions about your systems, uncovering unknown issues and providing the context needed for rapid troubleshooting and, more importantly, prevention.Â
LAMA Key Metrics: A Glimpse into Observability NeedsÂ
The key metrics outlined by the LAMA framework highlight the breadth of data that needs continuous tracking:Â
Application:Â Log Monitoring, Request/Second (throughput), Response Time, Trading API Failure Count, Client Authentication Failure Count, Historical Requests/Second, Historical Response TimeÂ
Hardware:Â CPU, Memory, Disk, UptimeÂ
Database:Â Replication Status, Replication Queue Size, Replication Bandwidth, Replication LatencyÂ
Network:Â Bandwidth, Packet Error CountÂ
The mandate for reporting this detailed data every 5 minutes, 24 hours a day on all trading days, underscores the sheer volume and frequency of information that needs to be collected and analyzed.Â
LAMA Compliance Challenges: Why Traditional Methods StruggleÂ
Meeting LAMA's stringent requirements presents significant challenges for firms relying on outdated monitoring practices:Â
Time-Consuming Manual Processes:Â The sheer volume and frequency of data reporting make manual processes completely impractical. Automation is essential.Â
Inadequate Monitoring Data:Â Many brokerage firms lack comprehensive monitoring across all the required systems, making it difficult to gather and report the necessary data.Â
Applicare: Your Partner in Proactive Observability and LAMA ComplianceÂ
At Applicare, we understand the critical need for robust and proactive monitoring in the financial services industry. We are proud to be a pioneer in the observability space, offering solutions specifically designed to meet the demanding requirements of modern trading environments and regulations like LAMA.Â
Applicare provides an out-of-the-box implementation of LAMAÂ that can be deployed within hours, seamlessly integrating with your existing infrastructure. We have a proven track record, having worked closely with our banking and brokerage customers, the NSE LAMA team, and our partner TA3S in developing and fine-tuning our LAMA implementation since its inception.Â
Here's how Applicare helps you thrive in the age of LAMA and beyond:Â
Effortless LAMA Compliance:Â Automate data collection and reporting to meet NSE's requirements with ease, avoiding penalties and freeing up your team.Â
Comprehensive Monitoring: Gain complete visibility across your entire technology stack, ensuring you have the necessary data for accurate LAMA reporting and proactive problem detection.Â
Scalability:Â Our solution is designed to scale with your business, supporting both large and small brokerage firms.Â
Proactive Problem Detection: Leverage our full-stack observability capabilities and self-detection features to identify and resolve potential issues before they impact your trading systems.Â
Foundation for Self-Healing:Â Applicare lays the groundwork for automated remediation, further reducing downtime and improving system resilience.Â
Don't wait for a glitch to impact your bottom line and reputation. Embrace the power of proactive observability with Applicare. Contact us today at info@arcturustech.com to learn how we can help you navigate LAMA compliance and build a more resilient and high-performing trading infrastructure. Free limited time trial is available; you will be amazed with the results.