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Scalata Q4 Newsletter (2025)


New Platform and New Alliances: Releasing Agentic AI v.3 of Scalata.ai and Securing Major Banking Partnerships



A Message from Our Team


In the final quarter of 2025, Scalata.ai continued to scale rapidly and reach major milestones. Alongside strong commercial traction, we were honored to receive The Digital Banker’s Global Banktech Awards 2025 for “Best Gen-AI Financial Markets Solution by a Vendor.”


We also introduced substantial platform enhancements, including advanced agentic UI and backend agent capabilities. Q4 marked the formal release of Scalata Platform V3, featuring major upgrades—from our migration to a strategic Next.js framework and the implementation of LangGraph, to fully personalized agentic AI workflows.


🚀 Market Traction & Client Success

  • Annual recurring revenue (ARR) grew to $330K, with approximately $1.2M in pipeline deals

  • Generated 30+ new opportunities across three continents

  • Major deployments across the United States and European Union, with active expansion into Japan and Brazil


💼 Strategic Growth: Fundraising & Partnerships

  • Expanded partnerships with the MISMO community for mortgage lending in the U.S., across both the Marketplace and Built On programs

  • Initiated partnerships with a major global banking leader, one of the largest providers of financial AI and total banking solutions

  • Participation in a major Japan conference with Nasdaq, opening new international frontiers


🏢 Team Growth

  • Hired a new Head of Product & Technology

  • Added a Junior Customer Service Specialist to strengthen client support

  • Hired a Sales Director in Florida

  • Actively recruiting:


Thought Leadership & Research Highlights


Throughout Q4, we published a series of deep-dive articles exploring how agentic AI, generative data infrastructure, and compliance-first design are reshaping credit, lending, and capital markets.


Reinventing the Credit Lifecycle with Agentic AI


Credit teams are moving beyond spreadsheets and static dashboards toward agent-driven workflows that automate ingestion, analysis, modeling, and monitoring end-to-end.

  • Scalata’s AI agents generate regulator-ready credit memos, dashboards, and risk summaries in seconds

  • Analysts focus on decision-making—not data wrangling

  • Structured credit portfolios (ABS, CLOs, complex loans) shift from weeks of manual modeling to on-demand, adaptive analytics


Generative Schema Mapping: Eliminating the Data Bottleneck


Manual schema mapping remains one of the most expensive and invisible constraints in credit operations—often delaying integrations by 12+ weeks.

  • Scalata’s Generative Schema Mapping interprets meaning, not syntax

  • Automatically aligns fields across systems with confidence scoring, lineage, and explainability

  • What once took months now happens in hours, accelerating onboarding of servicers, CRMs, and regulatory data sources without brittle ETL logic


Cutting Deal Cycles from Weeks to Hours


Syndicated loan and DCM workflows are transformed through AI-driven ingestion, normalization, and automation inside a single governed environment.

  • Credit agreements, lender schedules, and tranche data parsed automatically

  • Committee-ready materials generated same day

  • Built-in audit trails, permissions, and cross-cloud interoperability ensure speed without sacrificing compliance



Compliance-First Generative AI for Financial Institutions


Banks don’t need more models—they need AI systems designed with governance, auditability, and human oversight from day one.

  • SOC 2–aligned controls embedded directly into AI workflows

  • Transparent data lineage and human-in-the-loop decision frameworks

  • Institutions can safely generate compliant reports and insights in minutes, without retrofitting governance later


Technical Achievements – Q4 2025


Platform Evolution

Q4 marked a major milestone with the release of Scalata V3, our most advanced platform update yet—bringing us closer to a fully autonomous financial intelligence ecosystem.


Agent Enhancements

  • Deep Research Agent: faster retrieval, improved multi-hop reasoning, granular source attribution

  • Document AI Agent: expanded support for multi-format financial documents

  • Financial Planner Agent (new): enables wealth managers and private banks to generate full financial plans—from portfolio optimization to estate planning—in minutes


Modeling & Reporting

  • Financial Modeling Agent moved from beta to full production

  • Report Widget Agent now supports:

  • Widget Farm Agent powers intelligent dashboards and real-time collaboration

  • New SQL Agent and enhanced Python Agent expand analytical and development workflows


User Experience

  • Main chatbot upgraded with:

  • Improved visualization and smarter agent routing

  • Industry-specific prompting templates and advanced logic features


Data Marketplace

  • New integrations with Google Drive, OneDrive, Amazon S3, and Snowflake

  • Real-time, permission-aware data access

  • Agents can retrieve documents, query data, and pull models without manual uploads


Enterprise Governance

  • Quota management system now fully operational

  • Granular controls, real-time analytics, and cost-optimization recommendations

  • Enhanced transparency and efficiency across enterprise AI usage


AI & Model Training

  • Domain-specific fine-tuning improved accuracy by 15%

  • Latency reduced by 25%

  • Financial Product Creation Widget advanced to late-stage beta testing with multiple Tier-1 institutions


Product Enhancements


Statistical Widget Recommendations


Introduced Statistical Analysis Suggestions, enabling users to quickly identify relevant analyses based on dataset structure.

  • Recommended workflows (e.g., Price-Volume Distribution, Buy/Sell Trend Analysis)

  • One-click execution or customizable workflows

  • Accelerates quantitative insight discovery without manual setup


Chart Builder Recommendations


New Chart Recommendations automatically suggest optimal visualizations based on dataset structure.

  • Includes chart type, columns, and insight description

  • One-click creation or custom configuration

  • Accelerates clarity in reporting and decision-making



Events, Webinars & Thought Leadership


Webinars

  • Expert Conversation with Christina Rea Practical discussion on AI adoption, operational risk, and governance in financial institutions

  • Building Trustworthy Generative AI for Banks & Lending Focused on transparency, regulatory alignment, and real-world deployment challenges


Podcast Series: Shaping FinGenAI


Three new episodes released on our YouTube channel, featuring conversations on institutional readiness, data infrastructure, and AI’s role in regulated markets.


Global Industry Engagement

Nasdaq – AI at the Crossroads (Tokyo) Scalata CEO Bruno Lorenzelli spoke at Nasdaq’s international forum on AI infrastructure, models, and enterprise-scale applications.



Navigating the Evolving Landscape


1. Cloud + AI Infrastructure

  • AI is now a strategic infrastructure imperative

  • Hyperscalers are accelerating investment despite cost pressures

  • Scalata’s multi-cloud approach (AWS, GCP, Azure) positions us for regulatory compliance and regional expansion


2. From Hype to Agentic Reality

  • 40%+ of finance organizations now have dedicated AI budgets

  • 65% plan to increase AI spend in 2026

  • Governance, trust, and explainability remain primary adoption barriers


Scalata Advantage

  • Finance-fluent agentic workflows

  • Built-in governance, provenance, and auditability

  • Full-stack orchestration creates a durable moat


3. AI Is No Longer Optional in Financial Services

  • Banks are deploying AI for resilience, risk detection, and product innovation

  • Focus has shifted from experimentation to scale


Implications

  • Agent-first messaging resonates strongly

  • Hybrid deployment and strategic alliances accelerate trust and onboarding

  • Domain-specific models hit the market’s sweet spot


Looking Ahead: Q1 2026

Key priorities include:

  • Scaling enterprise pilots

  • Launching the redesigned agentic platform

  • Replacing Databricks with Scalata Agentic AI Datalake

  • Expanding commercial presence in Brazil and Japan


Campaigns & Upcoming Events

Media Partner: Windsor Edge Upcoming Events:

  • Money 20/20

  • SFA Forum

  • ABS East (Miami)

  • MISMO Conference (Florida)


Experience Scalata.ai


Ready to see how Scalata.ai can transform your credit analysis workflow?


Our platform offers:

  • Cutting-edge AI analysis

  • Seamless system integration

  • Industry-leading security and compliance

  • Dedicated enterprise support



Scalata.ai is committed to the highest standards of data security and regulatory compliance, including active pursuit of SOC 2 certification and alignment with evolving AI regulations.


📩 Contact: info@scalata.ai 📍 Address: 295 Madison Avenue, New York, 10017, USA

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