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Perspectivas sobre la IA para industrias reguladas
Casos de uso, pensamiento de producto y notas de ingeniería del equipo que creó el marco de IA generativa.
The Model Isn't the Product. Control Over the Model Is.
Every AI platform will tell you which foundation models it supports. Fewer will tell you why that list matters — and almost none will tell you what happens after you pick one: who controls the spend, who controls the routing, and who's accountable when a model makes a call your compliance team has to answer for.
Read articleYour Data Has Been Waiting for This
For twenty years, integration has meant custom connectors, engineering time, and brittle systems. Scalata's Data Marketplace changes that by giving AI agents governed, intelligent access to the systems and data institutions already depend on.
2026-20-08 · 6 min readFrom Prompt to Polished Report: How Scalata's Document AI Builds PDF and Word Documents You Can Actually Trust
Every institutional finance team knows the drill. The analysis is done, the numbers are validated, and then the real work begins: turning it all into a client-ready document.
Aug 3, 2026 · 7 min readCracking the Tape: Gen AI and the Legacy Data Liberation Movement
Decades of valuable financial data remain trapped in legacy formats that modern systems cannot understand. Gen AI is changing that by reconstructing schemas, interpreting historical records, and making forgotten data usable again.
Jul 22, 2026 · 6 min readAgentic Document AI: Reports That Manage Themselves
Document AI transforms reports into governed, automated workflows—handling distribution, scheduling, approvals, printing, and system integrations so reporting becomes a continuous operation instead of a manual process.
Jul 22, 2026 · 5 min readThe Financial Agent Advantage: Why Table AI Wins Where Others Fail
Most AI data platforms work only when financial data is already clean, structured, and connected. Table AI combines schema intelligence, financial-domain expertise, write-back capabilities, and auditable agents to operate across complex financial data environments.
Jun 26, 2026 · 8 min readThe Living Data Dictionary: Gen AI and the Future of Schema Management
Static data dictionaries cannot keep pace with modern financial systems. Gen AI schema management creates a living, self-updating knowledge base that documents data, tracks changes, and strengthens governance in real time.
Jun 22, 2026 · 6 min readApplying Gen AI LLMs Inside Your Data: The Intelligence Layer That Changes Everything
Embedded Gen AI transforms financial data into an intelligent, self-describing, and continuously improving foundation that identifies risk, validates information, and creates structured insights at the moment data enters the organization.
Jun 18, 2026 · 6 min readThe Python Agent Advantage: Complex Logic, Machine Learning, and the Art of the Alias
Large language models understand intent, but Python agents execute the deterministic logic financial institutions require. Together they enable auditable, intelligent financial data processing at scale.
Jun 15, 2026 · 5 min readAgentic Document AI: The AI Decks That Look Like Your Firm Built Them
Document AI generates fully branded, editable PowerPoint presentations that follow your firm's templates, styling, and workflows—turning hours of formatting into minutes of review.
Jun 10, 2026 · 4 min readThe Data Complexity Crisis in Finance
Financial institutions spend billions reconciling fragmented data across legacy systems. Table AI introduces semantic schema intelligence that understands financial data rather than simply moving it.
Jun 9, 2026 · 5 min readSix Conversations We Have With Every New Customer
The first ninety days of an AI deployment reveal the same six organizational questions about ownership, escalation, permissions, cross-team use, compliance, and scaling digital employees.
Jun 1, 2026 · 7 min readOnboarding a Digital Employee: Why It's Nothing Like Deploying Software
Digital employees need more than technical configuration. They require defined roles, managers, permissions, handoffs, and escalation paths before they can operate safely and effectively inside an organization.
May 26, 2026 · 7 min readMapping the Work: How a Workforce Graph Handles Tasks, Handoffs, and the Messy Middle
AI agents are only as effective as the workflows they operate within. A workforce graph transforms tasks, handoffs, and escalations into structured, queryable infrastructure that allows humans and digital employees to work together seamlessly.
May 13, 2026 · 8 min readYour Org Chart Is a Lie: Why Graph Technology Is the Right Substrate for the Modern Workforce
Traditional org charts capture only a fraction of how modern organizations actually operate. Workforce graphs provide the foundation for managing both human and digital employees in complex, regulated enterprises.
May 8, 2026 · 7 min readMeet the Digital Employee: What Happens When AI Gets a Seat on the Org Chart
A new category of worker is emerging—one that owns a role, not just answers a question. Here's what changes when AI gets a place on the org chart.
May 6, 2026 · 5 min readFrom Co-Pilots to Digital Employees: Why Agentic AI Is the Next Shift in Financial Services
AI in finance is evolving from assistive co-pilots to autonomous digital employees. The next generation of financial AI will execute workflows continuously, concurrently, and under institutional governance.
Apr 29, 2026 · 7 min readAlphaSense vs Hebbia vs Perplexity Computer — Why Financial Institutions Still Hit a Wall
AlphaSense, Hebbia, and Perplexity Computer have transformed financial research and agentic deliverable creation, but institutions still face a critical last-mile challenge: integrating AI into persistent, governed, and controlled operational systems.
Apr 27, 2026 · 7 min readThe Race to Own Financial Research: Grid AI Platforms Are Converging — But the Real Differentiator Is Execution
Grid AI platforms are rapidly converging around document analysis and agentic research. The next competitive frontier is execution: persistent workflows, concurrent AI agents, and governance-ready financial infrastructure.
Apr 21, 2026 · 6 min readScalata AI Has Its Own Agentic Grid AI That Will Define the Next Era of Financial Infrastructure
Grid AI transformed document analysis, but the next generation of financial AI will combine interactive document intelligence, agentic workflows, and governance-ready infrastructure.
Apr 6, 2026 · 2 min readGrid AI Shows the Future of Document Analysis for Research and Due Diligence Purposes — But Financial AI Requires Interactive, Governed Systems
Grid AI has transformed document analysis for financial professionals, but the next generation of financial AI will be built on interactive workflows, continuous inference, and governance-ready infrastructure.
Apr 1, 2026 · 3 min readGrid AI Is Transforming Financial Research — But Workflow Intelligence and Governance Will Determine What Actually Scales
Grid AI has changed how financial professionals analyze information, but the next generation of AI platforms will be defined by workflow intelligence, governance, and agentic execution—not document search alone.
Mar 24, 2026 · 4 min readCompliance-First AI Is Becoming the Standard in Financial Services
As AI regulation accelerates across global financial markets, institutions are shifting toward compliance-first AI platforms that embed governance, transparency, and auditability from the ground up.
Mar 19, 2026 · 3 min readAI Policy Frameworks Are Becoming Mandatory for Financial Institutions
Financial institutions are moving beyond AI experimentation and establishing formal governance frameworks that ensure AI is secure, auditable, and compliant across the enterprise.
Mar 17, 2026 · 3 min readAI Policies & Guardrails in Financial Services: Why Compliance and Governance Must Come Before Scaling AI
AI adoption in financial services isn't about deploying the most powerful models—it's about building governance, compliance, and explainability into every workflow from day one.
Mar 13, 2026 · 3 min readFrom Compliance Burden to Strategic Advantage
Risk management and compliance are no longer just regulatory obligations. Discover how AI-powered workflows are transforming compliance into a strategic advantage for modern financial institutions.
Feb 20, 2026 · 4 min readScalata Deep Research Release: What AI-Native Financial Analysis Looks Like
Institutional finance demands more than AI-generated summaries. Deep Research delivers structured, source-grounded financial analysis built for credit, risk, and market professionals.
Feb 10, 2026 · 4 min readThe Intelligence Integration Problem Every Exchange Is Solving
Modern exchanges are transforming client analytics, operations, and market structure analysis into a unified intelligence infrastructure. Here's why integrated AI matters more than isolated automation.
Jan 28, 2026 · 5 min read