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Perspectives sur l'IA pour les secteurs réglementés
Cas d'usage, réflexion produit et notes d'ingénierie de l'équipe qui conçoit le framework d'IA générative.
Code You Can Trust
"AI is a black box." This is the objection we hear most often from finance teams considering AI tools. It's also wrong—or at least, it doesn't have to be true.
Lire l'articleOne Agent, Many Sources
Your data lives everywhere. Excel models from the FP&A team. Market feeds from Bloomberg and Reuters. PDF reports from portfolio companies. API connections to banking systems.
9 oct. 2026 · 4 min de lectureAsk Your Data Anything
You have a question. It's not complicated: What was our EBITDA margin by region over the last eight quarters? The answer exists somewhere in your systems.
7 oct. 2026 · 4 min de lectureAudit-Ready by Design
Compliance officers have questions about AI. Good ones. As financial institutions adopt AI tools, the compliance function faces a new and unfamiliar challenge: how do you audit decisions that were assisted by artificial intelligence?
2 oct. 2026 · 5 min de lectureRun 50 Scenarios Before Your Coffee Gets Cold
Investment committees don't want to hear about your base case. They want to know what happens when things go wrong—and right—and sideways.
28 sept. 2026 · 5 min de lectureFrom Blank Sheet to Board-Ready Model in 15 Minutes
It's 6:47 PM on a Thursday. Sarah, a VP at a mid-market PE firm, stares at a blank Excel workbook.
24 sept. 2026 · 5 min de lectureHow to Get Reliable News in a World Full of Noise
You open a tab for "the news" and get millions of pages. Half of them are unrelated. The rest ask you to trust a site you have never heard of.
15 sept. 2026 · 5 min de lectureGive Your Agent Superpowers with Intelligent Storage
Every document your team touches a credit memo, a trade confirmation, a thousand-page data room gets automatically indexed, summarized, and made queryable the moment it lands in Scalata.
11 sept. 2026 · 5 min de lectureBefore Your Agent Can Reason, It Has to Agree on What Words Mean
Ask anyone who has run a data integration project at a financial institution what actually ate the timeline, and it's rarely the connection itself. It's the translation.
2 sept. 2026 · 4 min de lectureThe 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.
27 août 2026 · 5 min de lectureYour 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.
20 août 2026 · 6 min de lectureFrom 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.
3 août 2026 · 7 min de lectureCracking 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.
22 juil. 2026 · 6 min de lectureAgentic 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.
22 juil. 2026 · 5 min de lectureThe 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.
26 juin 2026 · 8 min de lectureThe 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.
22 juin 2026 · 6 min de lectureApplying 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.
18 juin 2026 · 6 min de lectureThe 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.
15 juin 2026 · 5 min de lectureAgentic 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.
10 juin 2026 · 4 min de lectureThe 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.
9 juin 2026 · 5 min de lectureSix 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.
1 juin 2026 · 7 min de lectureOnboarding 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.
26 mai 2026 · 7 min de lectureMapping 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.
13 mai 2026 · 8 min de lectureYour 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.
8 mai 2026 · 7 min de lectureMeet 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.
6 mai 2026 · 5 min de lectureFrom 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.
29 avr. 2026 · 7 min de lectureAlphaSense 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.
27 avr. 2026 · 7 min de lectureThe 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.
21 avr. 2026 · 6 min de lectureScalata 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.
6 avr. 2026 · 2 min de lectureGrid 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.
1 avr. 2026 · 3 min de lectureGrid 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.
24 mars 2026 · 4 min de lectureCompliance-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.
19 mars 2026 · 3 min de lectureAI 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.
17 mars 2026 · 3 min de lectureAI 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.
13 mars 2026 · 3 min de lectureFrom 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.
20 févr. 2026 · 4 min de lectureScalata 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.
10 févr. 2026 · 4 min de lectureThe 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.
28 janv. 2026 · 5 min de lecture