These Are Unseen Times, So We Need Unseen Solutions
I’m Jay Anaya, your trusted Chief AI Officer. With over two decades of experience navigating multiple economic crises both in the US and internationally, I recognize we’re at a pivotal moment. Recent insights from the Wall Street Journal emphasize growing market anxiety: “Fears about a recession sparked a selloff Monday, with sliding tech shares spurring the Nasdaq Composite’s biggest loss since 2022. President Trump declined to rule out a recession on Sunday and said his economic shake-up would result in a period of transition,” raising alarms about a looming recession. Additionally, new tariffs announced by the Trump administration have triggered significant volatility: The Dow dropped nearly 400 today (3/11/25) points following the tariff of 50% in the Canadian steel and aluminum announcement (by the time you read this, the situation might change), further intensifying fears of a potential recession.
In such scenarios, executives who can proactively integrate reliable, intelligent automation to gain a strategic advantage are now easily reachable through advanced Agentic AI solutions.
Economic Uncertainty: The Ripple Effect
Economic instability quickly cascades from reduced consumer confidence and tightening credit markets to corporate spending cuts, hiring freezes, and amplified regulatory scrutiny. Compliance breaches could significantly amplify organizational stress, particularly in finance and similar regulated sectors. Effective strategic foresight isn’t just prudent; it’s critical.
Agentic AI Solutions: Robust Intelligence through LLMs, Custom ML, and CRISP-DM
In times of uncertainty, executives will look to reliable and compliant intelligence to act swiftly without increasing risk exposure. Agentic AI provides exactly this reliability, combining powerful commercial Large Language Models (LLMs) and customized Machine Learning (ML) solutions underpinned by the CRISP-DM (Cross-Industry Standard Process for Data Mining) framework.
Our structured, rigorous implementation process ensures:
- Prioritization: Our unique and tested decision-making tool systematically selects high-impact processes to automate, maximizing immediate operational impact and results.
- Business Understanding & Data Preparation (CRISP-DM Phases 1 & 2): Deep processes and data readiness analysis set clear objectives aligned with compliance standards like SOC2, GDPR, and financial regulations.
- Modeling & Deployment (CRISP-DM Phases 3 & 4): Seamlessly deploying robust AI models that support the automation of complex operational tasks reliably and efficiently.
- Evaluation & Optimization (CRISP-DM Phases 5 & 6): Continuous refinement ensures models remain efficient, compliant, and impactful, adapting to evolving market and regulatory landscapes.
- Change Management: Proactively addressing internal resistance by preparing teams, clearly communicating benefits, and ensuring smooth integration to minimize operational disruptions.
Proven Impact and Real-World Reliability
- In 2023, at Disruptica, we consulted a public financial institution in Latin America in collaboration with the Inter-American Development Bank in Washington D.C. to enable AI capabilities for them to implement AI projects using our AI framework, grounded in CRISP-DM and best practices adapted to their Google Cloud Platform setup. Today, they operate effectively, are in full regulatory compliance, and are pioneers in using AI in public finances.
- This year, we are helping an advisory firm leverage Agentic AI to analyze stock trading and evaluate corporate financial and public signals at scale, significantly enhancing its strategic foresight and decision accuracy and fully aligning with stringent regulatory standards. The results are impressive! Stay Tuned.
Beyond Efficiency: Confidence, Resilience, and Leadership
Reliable Agentic AI doesn’t merely streamline tasks; it empowers teams, alleviating operational burdens and compliance concerns and allowing your employees to shift towards impactful strategic roles. This fosters confidence, drives innovation, and reinforces your company’s ability to withstand market volatility.
The Moment is Now—Lead with Confidence
Economic uncertainty is inevitable; indecision isn’t. With Agentic AI, you’re not only reacting but proactively shaping your organization’s future.
Ready to stay ahead of the game? Begin your AI-driven transformation journey today. We’re here to ensure you achieve compliant operational superiority quickly and reliably.
Web References
- Wall Street Journal: Market downturn and recession forecasts
- Wall Street Journal on Consumer Debt
- CNN on Recent Tariff Impacts
- CRISP-DM Framework Guide
- Compliance standards documentation (SOC2, GDPR, financial regulations)
By Jay X Anaya @jayxanaya, Chief AI Officer and advocate for responsible AI innovation.
AI assisted the author in drafting and editing this article, and the author reviewed it accurately based on professional experience.