Ishita Jaiswal

Ishita is the Head of Growth at Multimodal. She has an extensive background in Finance, Technology, and Entrepreneurship. She has previously held leadership/founding roles at fintech startups in NYC and Shanghai, and is passionate about delivering real value and growth for enterprises.

Articles by

Ishita Jaiswal

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January 7, 2026

AI Loan Approval: How It Works and Tools to Use

Learn how AI loan approval works, where it fails, and how to design compliant, auditable systems lenders can trust in production.

January 6, 2026

Enterprise AI in 2026: Top 9 Alternatives to Beam.ai

Top 9 alternatives to Beam.ai for enterprise AI workflows. Compare tools and see why AgentFlow is best for finance and insurance automation.

January 6, 2026

De-Risking Agentic AI: Our Security, Trust & Governance Systems

De-risk agentic AI in regulated environments with governance-first design, bounded autonomy, auditability, and built-in human oversight.

December 31, 2025

December 2025 Company Update – From Pilots to Production

December 2025 update: NYSE podcast, new Playbooks, Nextus accelerator, platform upgrades, and customer growth across finance and insurance.

December 30, 2025

2025 Was a Turning Point for AI in Financial Services: Predictions vs. Reality

2025 proved AI in finance isn't about full autonomy, it’s about trust, control, and workflow adoption. Here's what really happened vs. what was predicted.

December 24, 2025

Top 11 Relevance AI Alternatives in 2026: Best Agent Platforms for Finance, Ops, and Automation

Top 11 Relevance AI alternatives ranked by use case. Compare agent platforms for finance, sales, RPA, and more, plus why AgentFlow leads in regulated AI.

December 24, 2025

Top 11 UiPath Alternatives in 2026: AI‑Driven & Enterprise‑Ready Automation Platforms

Compare the top UiPath alternatives for 2026, from enterprise RPA to AI automation to workflow tools, built for scale, security, and real results.

December 24, 2025

Conversational AI for Banking: How 2026 Systems Think, Act, and Comply

Conversational AI in banking is evolving. Discover use cases, architecture, and safety practices for 2026-ready, compliant AI systems.

December 22, 2025

Exploring the Top 8 AI Trends in Fintech in 2026

Discover the top AI trends in fintech for 2026, from risk management to fraud prevention, and how AI adoption is transforming financial services.

December 19, 2025

8 Key Features of Modern Credit Underwriting Software

Discover 8 essential features every modern credit underwriting platform needs, from explainability to AI-driven workflows and regulatory compliance.

December 19, 2025

How to Vet Agentic AI Vendors for Regulated Industries: A Practical Checklist

Learn how to evaluate agentic AI vendors for regulated industries, focusing on compliance, security, integration, and real-world results.

December 18, 2025

Meet Progress Tracker: Gain Full Visibility Into Your AI Workflows

Track every step of your AI workflows with Progress Tracker. Get real-time visibility into agent actions, decisions, and data flow in AgentFlow.

December 18, 2025

How to Use Agentic AI in Finance (2026)

Discover how agentic AI in finance is transforming financial services with real-world use cases, deployment tips, and practical insights.

December 16, 2025

Best 9 AI Tools for Insurance Companies in 2026

Discover the best AI tools for insurance in 2026. Compare top solutions by use case and see why AgentFlow powers full insurance workflow automation.

December 15, 2025

Conversational AI in Insurance: 2026 Guide to Automation, CX, and Claims Efficiency

Discover how conversational AI is transforming insurance in 2026, from claims automation to CX, powered by secure, agentic platforms like AgentFlow.

December 11, 2025

8 Best Multi-Agent AI Frameworks for 2026

A guide to the best multi‑agent AI frameworks for 2026, helping businesses automate complex tasks with coordinated AI systems.

December 9, 2025

Multimodal Nov 2025: Playbooks, Progress Tracking, and More

Playbooks, Progress Tracker, ITC highlights, and more, see what Multimodal shipped and learned in November across finance and insurance AI.

December 9, 2025

Meet Playbooks: Workload Automation With Pre-Built Templates

AgentFlow Playbooks are prebuilt, governed AI workflows for finance and insurance, ready to test, customize, and deploy in hours, not weeks.

December 9, 2025

10 AI Agent Statistics for 2026: Adoption, Success Rates, & More

These stats show agentic AI delivering real value and transforming workflows in 2026. Its rapid rise signals a new foundation for enterprise automation.

December 8, 2025

State of Agentic AI in Credit Unions: Insights for 2026

Agentic AI is shifting from pilots to core operations in credit unions. See trends, ROI, workflows, and vendor insights in the State of Agentic AI Report.

December 5, 2025

AWS and Multimodal Unite to Advance Agentic AI

Multimodal and AWS join forces to provide enterprises with secure, scalable infrastructure for deploying and managing production-grade Agentic AI.

December 5, 2025

9 Agentic AI in Finance Statistics: Must-Know Data in 2026

See how agentic AI is transforming finance in 2026. Explore 9 data-backed stats on adoption, ROI, onboarding, support, and what’s holding institutions back in 20

December 2, 2025

Multimodal and Tribeca Softech Partner to Operationalize Agentic AI for the Enterprise

Multimodal and Tribeca Softech partner to deploy agentic AI in finance, bridging innovation with enterprise-grade execution and compliance.

December 1, 2025

Boosting Deal Sourcing With AI in Private Equity: Best Practices

Private equity deal sourcing is falling behind. AI helps scale faster, target better, and reduce risk. See how it works in practice.

December 1, 2025

5 AI Compliance Workflows Banks Can Set Up with AgentFlow

Compliance teams are drowning in manual reviews and missed alerts. Automate the hardest parts of compliance. Discover five workflows that work.

November 12, 2025

9 Best Insurance Claims Processing Software for 2026

Insurance claims software is too manual, slow, and hard to scale. These 9 tools automate the entire process and cut costs. See which one fits your team.

November 6, 2025

8 Best AI Tools for Regulatory Compliance in Banking

Stay ahead of regulators. See how the best AI tools, like AgentFlow, streamline compliance, audits, and reporting for banks.

November 5, 2025

11 Best Loan Origination Software on the Market

Evaluate 11 best loan origination software for banks and credit unions. See features, use cases, and how agentic AI boosts efficiency and compliance.

November 3, 2025

NayaOne and Multimodal to Accelerate Validation of AI in Financial Services

NayaOne and Multimodal partner to help banks validate AI faster with secure, real-world testing of multi-agent workflows in secure, controlled sandboxes.

October 29, 2025

Our Top 3 Agentic Insurance Workflows to Build First

Build agentic insurance workflows with Instant and automate underwriting, claims, and support without code or engineering dependencies.

October 20, 2025

Multimodal Sep 2025: Chat Upgrade and New Markets

Peek inside our busy September and see what we’ve been up to, what our successes looked like, and what you can expect from us in the near future.

October 17, 2025

Our Top 3 Agentic Finance Workflows to Build First

Looking to test agentic AI workflows in finance? Here are three we suggest you build first. AgentFlow's workflow builder lets you stress-test them in minutes.

October 16, 2025

Introducing Chat: Search and Interact With Internal Data in Real Time

Discover how Chat 2.0 helps finance and insurance teams search internal data, trace sources, and make faster, audit-ready decisions in real time.

October 6, 2025

Agentic Process Automation (APA): A CIO’s Playbook

Discover what Agentic Process Automation (APA) is, how it differs from RPA, and why CIOs in finance and insurance need to adopt it now.

September 22, 2025

Introducing Instant: Set Up Agentic Workflows in Minutes

Set up agentic AI workflows in minutes with Instant. Learn how to quickly create, customize, and test workflows, with Instant 2.0 bringing more features soon.

September 22, 2025

Unstructured AI vs. Gemini, Claude, and OpenAI o3: Who Wins at Data Extraction?

See how Unstructured AI beats Gemini, Claude, and GPT-4o in unstructured data extraction with higher accuracy, efficiency, and enterprise readiness.

September 15, 2025

Top 9 Moveworks Alternatives

Ditch ticket bots. Discover 9 smarter Moveworks alternatives plus the only AI platform built for real work in finance and insurance.

September 15, 2025

AgentFlow vs. ChatGPT, Gemini, and Perplexity: Key Differences

ChatGPT, Gemini, and Perplexity fail audit tests. AgentFlow offers agentic AI with real compliance, logs, and control. See why it’s the only safe choice.

September 11, 2025

Using Confidence Scoring to Reduce Risk in AI-Driven Decisions

Boost oversight and compliance with confidence scoring. Learn how financial institutions use it to control AI decisions and reduce operational risk.

September 9, 2025

Why AgentFlow Is the Best Agentic AI Platform for Insurance

Insurers need automation they can trust. Learn why AgentFlow is the leading agentic AI platform for claims, underwriting, and policy workflows.

September 8, 2025

Top 9 Kore.ai Alternatives for Process Automation

Explore the best Kore.ai alternatives for 2025. Find platforms that deliver better orchestration, compliance, and ROI for enterprise process automation.

September 5, 2025

Top 7 CrewAI Alternatives: AgentFlow, LangChain, and More

Looking for CrewAI alternatives? Explore 7 top AI platforms, from AgentFlow to LangGraph, and find the right fit for your business or development team.

September 1, 2025

8 Best AI Automation Tools for Financial Services

Discover the 8 best AI automation tools for financial services—compare features, pricing, and find out why AgentFlow leads for end-to-end workflows.

Q2 Highlights: Product Upgrades & Customer Impact

Peek inside the Multimodal, see what we’ve been up to in Q2, and get insights into what you can expect in the near future.

Why AgentFlow Is the Best Agentic AI Platform for Finance

Debating AI platforms? Learn why AgentFlow is the most trusted agentic AI solution in finance and purpose-built for scale, security, and real-world results.

AI Deployment Made Easy: Our Full-Service Partnership Model

Skip costly demos and get real AI agents deployed in finance & insurance with our full-service partnership model.

How We Build Agentic AI for Business Operators

How AgentFlow lets SMEs in finance and insurance build, monitor, and refine AI workflows without relying on engineering teams.

Context Engineering: The Secret to High-Performing Agentic AI

Prompt engineering isn't enough. Learn how context engineering powers agentic AI in finance and insurance, and see how it works in practice.

Debating Buy vs. Build Agentic AI? AgentFlow Supports Both

Rethink buy vs. build for Agentic AI. AgentFlow offers a secure, configurable buy-to-build model for finance and insurance workflows.

How Our Forward Deployed Engineers Operationalize Agentic AI

Discover how our Forward Deployed Engineers turn agentic AI prototypes into trusted, production-ready systems inside real enterprise workflows

Only 15% of Agentic AI Vendors Serving Finance Know Finance

We analyzed 27 AI vendors targeting finance and found that only 15% had CEOs with finance backgrounds. See why domain expertise matters in agentic automation.

Agentic AI in Insurance: 9 Top Use Cases

Generative AI can't handle complex workflows. Agentic AI can. Learn how it automates insurance processes end-to-end. See real use cases inside.

Agentic AI Risks in Regulated Industries

Worried about agentic AI risks? Learn how to manage security, compliance, and bias in high-stakes industries—with real strategies and platform support.

Agentic vs. AI Orchestration (and Why You Need Both)

AI orchestration can't solve judgment-heavy workflows alone. Agentic AI handles the gaps. Learn how both work, and why finance teams need both.

23 AI Agent Performance Metrics for Leaders

Most AI metrics miss what matters. These 23 AI agent performance metrics help leaders in finance and insurance measure impact, trust, and ROI, not just accuracy.

Agentic AI Governance: Tips from a VP of Engineering

AI agents create risk without governance. Learn best practices for AI agent governance in finance and insurance. See how leading teams manage it.

AI Agents vs. RAG vs. Agentic AI, Explained for the C-Suite

Agents vs RAG vs agentic AI: what’s the difference, and why should the C-suite care? This guide simplifies the tech so you can make smarter decisions.

AI Agents in Finance: 17 Real-World Use Cases

Financial operations are full of repetitive tasks and compliance demands. Here’s how AI agents in finance help streamline operations and reduce human errors.

9 AI Orchestration Platforms

Streamline AI tasks with a powerful AI orchestration platform that supports multi-agent collaboration and smooth system integration.

Agentic AI vs. RPA: What’s the Difference?

Stuck on agentic AI vs RPA? This guide explains both with real-world examples. Understand when to use each and how to start smarter automation.

A Complete Guide to Enterprise AI Agents

Support your underwriters at every stage with agentic AI. From application intake to policy issuance, it speeds up decisions and flags risks others miss.

Human-in-the-Loop Automation for Regulated Industries: Guide

Human-in-the-loop automation blends AI with oversight to reduce risk in regulated industries. Avoid errors, stay compliant. Learn to implement HITL in your workflow.

20 Best AI Agent Platforms

Looking for the best AI agent platform? This guide compares 20 agentic AI platforms so you can pick the right one for your business processes.

What are LLM Agents? Vertical vs. Horizontal Agents

What are LLM agents? They're AI tools that automate complex workflows with less human input. Boost efficiency and reduce errors. See the real-life examples.

How to Choose an LLM Agent Framework: Vertical vs. Horizontal

LLM agent frameworks aren’t all equal. Choose wrong and your AI agents stall. Learn how to pick the best LLM agent framework for real results.

Deploying AI? Invest in Model Risk Management

Deploying AI without model risk management? Expect black-box errors and compliance issues. Discover how to reduce AI risk now.

17 Useful AI Agent Case Studies

These 17 AI agent case studies show 80% cost cuts, 90% faster support, and 30% higher ROI. Learn how AI Agent systems automate tasks and transform business.

Agentic AI vs. Generative AI: What’s the Difference?

Stuck comparing agentic AI vs. generative AI? This guide breaks it down with real examples. Understand what to use when.

AI in Healthcare Claims Processing: Workflow Overview

Struggling with manual claims processing and high costs? Learn how AI in healthcare claims processing works and see how you can implement it in your business.

13 Best Enterprise Search Software

Enterprise search software helps teams find internal data fast using AI, NLP, and unified indexing. Compare the 13 best enterprise search tools in 2025.

Q1 Recap: New AI Agent, Enterprise Clients & Infra Upgrades

Peek inside Multimodal. See what we’ve been up to in Q1 and what’s next for our AI company in 2025.

Now Released: Configure in AgentFlow

Generic AI tools can’t adapt to your data or workflows. Configure capability lets you build Agents that are accurate, compliant, and tailored to your business.

How Automated Insurance Claims Actually Work

Automated insurance claims save time and reduce errors. They fit into your current system—no overhaul needed. See how they boost efficiency.

Introducing Conversational AI

Conversational AI gives fast, accurate answers from internal data—no queries needed. See how it transforms knowledge access and improves support.

AI Knowledge Management: A Guide for Modern Leaders

Replace your traditional knowledge management with an AI knowledge management system that can turn your raw data into action that brings better results.

Introducing Database AI

Most teams waste hours searching databases. Database AI makes enterprise search fast, accurate, and usable by everyone. See how it improves data workflows.

What Is an Information Retrieval System? With Examples

Learn how an information retrieval system works and how its 4 components can help you do more with your data.

Driving Mortgage Lending ROI With Multimodal’s AI

Manual loan processing hurts speed, accuracy, and revenue. Our AI Agents solve that. Learn how top lenders drive real ROI with our AI Agents.

How AI in Loan Servicing Strengthens Compliance

Compliance involves lots of manual tasks that lead to errors. AI in loan servicing helps automate the processes, reduce errors, and save costs. See how it works.

Overview: Multi-Agent Orchestration with AgentFlow

AgentFlow enables multi-agent orchestration for finance and insurance, automating complex workflows with secure, accurate, and end-to-end AI coordination.

What Are Agentic AI Frameworks? (With Examples)

Discover what agentic AI frameworks are, their benefits for automating complex workflows, and why vertical frameworks excel in banking and insurance.

Agentic AI Systems: Applications, Examples, and Best Practices

Learn how agentic AI systems work, their advantage over single-agent systems, and how they can help you automate workflows end-to-end with complete autonomy.

Now Released: Process Agents in AgentFlow

Process Agents automate enterprise document workflows, eliminating manual processing, improving accuracy, and enabling AI-driven decision-making at scale.

February 27, 2025

AI vs. Manual Work: The Cost of Doing Nothing in Mortgage Ops

Learn how AI is improving mortgage operations by reducing costs, improving efficiency, and boosting accuracy. Stay ahead or risk falling behind.

February 19, 2025

Introducing AgentFlow, Agentic AI Platform for Financial Services

Discover how AgentFlow streamlines AI agent deployment, reduces costs, and improves efficiency in finance and insurance.

February 17, 2025

Introducing Document AI

Document AI automates document processing for finance and insurance, reduces manual work, improves accuracy, and streamlines workflows with AI-driven insights.

February 13, 2025

Top Challenges in the Mortgage Industry Solved With AI

Discover how AI automates mortgage workflows, reduces loan processing times, improves risk assessments, and enhances compliance—boosting efficiency and profits.

February 11, 2025

Meet Vertical AI, Today’s Most Powerful Tool

Vertical AI boosts ROI in finance and insurance, automating regulated workflows with advanced intelligence for streamlined operations.

February 7, 2025

Introducing Unstructured AI

Unstructured AI helps transform unstructured data into structured insights, streamlining workflows, improving accuracy, and enabling smarter decisions.

February 6, 2025

How to Use AI Agents to Automate Mortgage Operations

Boost efficiency with mortgage workflow automation. Automate up to 80% of processes, cut costs, ensure compliance, and speed up approvals with AI agents today.

January 2, 2025

AI-Powered Health Insurance Document Automation: A Definitive Guide

Wondering how health insurance document automation can help your business? Check common use cases, benefits, and learn more about AI Agents for document automation.

December 31, 2024

Transforming AI into Real Outcomes: Our 2024 Highlights

Discover how we transformed AI in 2024 with vertical-specific workers that simplified workflows, reduced costs, and drove revenue growth across industries.

December 26, 2024

AI-Powered Document Automation for SMB: A Complete Guide

Learn how document automation for SMB can help you cut costs down, improve workflows, and handle more workload.

December 23, 2024

AI-Powered Mortgage Document Automation: A Definitive Guide

AI-powered mortgage document automation enhances the mortgage lending process with faster approvals, improved accuracy, and reduced operational costs.

December 19, 2024

AI-Powered Enterprise Document Automation: A Complete Guide

Learn how enterprise document automation works, and get our recommendations for the best AI solutions.

December 17, 2024

AI-Powered Document Automation for Financial Services: A Definitive Guide

Learn how AI-powered document automation streamlines workflows, boosts compliance, and enhances customer experiences for financial institutions.

December 12, 2024

AI-Powered Insurance Document Automation: A Definitive Guide

Want to benefit from insurance document automation but don’t know where to start? This guide will show you how to automate your insurance document workflows in steps.

December 10, 2024

31 Top Agentic AI Vendors in 2026 + 3 Free Options

Explore 31 top agentic AI vendors + 5 free tools shaping enterprise automation in 2026. Compare capabilities, then book a demo to go deeper.

December 9, 2024

ETL for Unstructured Data: UAI vs. Reducto, Chunkr, and More

See how advanced ETL tools like Unstructured AI transform unstructured data into structured formats for faster, informed business decisions.

December 6, 2024

How to Cautiously Use AI for Work: Risks and Strategies

Learn how to cautiously use AI for work while managing potential risks and maximizing productivity, especially when you have no workplace policies in place.

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