Blog & News

Insights and news
in enterprise AI

Discover the latest enterprise AI news, in-depth insights, and expert guides
designed to help you unlock the full potential of AI for your business.

Strategy & Transformation

Enterprise AI ROI: Why Most Calculations Are Wrong

Traditional ROI models don't work for AI. Here's a better framework for proving enterprise AI value—and a pricing model that lets you validate results before you commit.

Strategy & Transformation

How to Deploy AI Quickly (Without Cutting Corners)

Most enterprises take 18-24 months to deploy AI. Here's how to get to production in weeks, without skipping governance or cutting corners.

Strategy & Transformation

4 Principles That Separate AI-Ready Data Teams From Everyone Else

Most data teams were built for dashboards. AI demands something different. Here are the 4 principles that separate AI-ready data teams from everyone still catching up.

Industry Insights

AI in Insurance: Elevate Your Policyholder Experience

Learn how insurers use AI to improve policyholder experience through faster claims, smarter support, and personalization that drives retention and growth.

Industry Insights

Migrating from Legacy Systems: Your Guide to AI-Driven Real Estate Management

Discover benefits, ROI, and savings when migrating from legacy systems to AI-driven real estate management.

Strategy & Transformation

AI Building Blocks: Customize Without Compromise

AI building blocks let you assemble tailored solutions without custom development timelines or rigid point solutions. Learn what building blocks actually means.

Industry Insights

Outcome-Based AI Pricing: Pay for Results, Not Promises

Tired of paying for AI promises? Solution-based pricing means you validate results first, then pay a predictable annual fee with unlimited users and usage.

Strategy & Transformation

Managed AI Delivery Platform: Implementation Without the Headache

Most AI projects fail due to long timelines and high costs. Managed AI delivery fixes this with rapid deployment, outcome-based pricing, and solutions that actually work in production.

Use Case Spotlight

How to Implement Automated Lease Abstraction

Implement AI-powered lease abstraction for faster lease processing, improved compliance, and consistent data extraction at scale.

Industry Insights

AI-driven Banking Modernization: How to move beyond COBOL without breaking the bank?

AI transforms banking modernization by extracting business logic from COBOL systems, enabling agility and AI-ready core platforms without risky rewrites.

Use Case Spotlight

AI-Powered Claims Automation: The Smarter Path to Processing Insurance Claims

See how AI-powered claims automation speeds up insurance processing, unifies data, reduces manual work, and boosts accuracy and customer satisfaction.

Product Capabilities

Enterprise AI and Data Mesh: The Essential Partnership

Enterprise AI only succeeds with strong data foundations. Learn why data mesh is the essential operating model for scalable, trusted, production-ready AI.

Industry Insights

Agentic Banking: A New OS for the Modern Bank

Agentic banking introduces a unified intelligence layer that coordinates decisions across the enterprise, enabling truly AI-native, real-time, end-to-end banking.

Industry Insights

Implementing AI for Global Insurance Claims: Your Step-by-Step Guide

This guide provides a clear, actionable plan for insurers to implement AI-powered automation in their global claims process. Discover how to digitize submissions, accelerate adjudication, and ensure compliance, leading to faster settlements and reduced operational costs.

Company News

Unframe Appoints VP of Product Growth and VP of Product Solutions to Strengthen Its Leadership Team

Unframe strengthens its leadership team with new VPs of Product Growth and Product Solutions—driving innovation and enterprise AI scale

Strategy & Transformation

Building an AI-Native Data Ecosystem

Discover how to build an AI‑native data ecosystem to power intelligence, automation, and growth across your organization.

Industry Insights

Why Companies Are Rethinking the Role of Forward Deployed Engineers (FDEs)

AI platforms that capture enterprise context are redefining scalability to reduce reliance on Forward Deployed Engineers and manual customization.

Strategy & Transformation

Enterprise AI: Build or Buy? How to Make the Right Decision for Your Business

Decide wisely: build or buy enterprise AI? Explore a practical framework to choose the right path, balancing time‑to‑value, control and cost.

Industry Insights

Core Capabilities of Intelligent Document Processing Solution: Automating Data Extraction

AI-driven IDP automates document classification, data extraction, and validation to boost accuracy and streamline workflows.

Industry Insights

Smarter Washes, Stronger Margins: How Agentic AI Is Rewiring the Car Wash Industry

See how agentic AI is transforming the car‑wash industry—automating operations, boosting efficiency and delivering smarter customer experiences.

Product Capabilities

Scaling Agents Safely: Why Context, Not Prompts, Defines Enterprise AI

Scaling enterprise‑AI agents safely means building context, not just crafting prompts. Discover why context infrastructure matters for trusted automation.

Industry Insights

The Rise of AI-First Data Management

Explore the rise of AI‑first data management and discover how next‑gen systems are transforming data handling for enterprise intelligence.

Use Case Spotlight

The AI Advantage for Lease Abstraction: Turn Leases into Living Data Infrastructure

Discover how AI‑driven lease abstraction transforms leases into living data infrastructure—unlocking value, reducing risk and accelerating insights.

Use Case Spotlight

AI for Insurance: Mastering Data Ingestion and Multi-modal Analysis

Learn how insurers use AI for data ingestion and multi-modal analysis to improve underwriting, claims processing, and customer experiences at scale securely.

Industry Insights

Supercharge Your Operational Efficiency with Intelligent Document Processing

Learn how Intelligent Document Processing automates data, reduces errors, and streamlines workflows to boost efficiency, scalability, and CX.

Use Case Spotlight

Data Extraction for Private Equity: Hidden Costs of Off-the-Shelf Tools

Explore why off‑the‑shelf data extraction tools in private equity incur hidden costs—and how tailored AI solutions deliver audit‑ready, integrated data.

Use Case Spotlight

AI in Insurance Claims: Automation & Top Use Cases

AI is transforming insurance claims with automation, fraud detection, damage assessment, and intelligent document processing for faster, more accurate outcomes.

Company News

Unframe Releases the Enterprise AI Trends Report, Revealing the Shift From Experimentation to Transformation

Discover the 2025 Enterprise AI Trends Report by Unframe—see how companies are shifting from experimentation to transformation and scaling AI across operations.

Industry Insights

Custom Enterprise AI Search vs. Generic AI Search: Why the Difference Matters

Learn why custom enterprise‑AI search beats generic tools for large organizations—delivering secure, scalable, source‑linked search that drives real insights.

Industry Insights

From Pilots to Impact: What Successful Enterprise AI Implementations Look Like

Discover how to move enterprise AI from pilot to impact — explore real strategies for successful implementation that drive measurable value.

Industry Insights

What is AI-Native Intelligent Document Processing (IDP)?

AI-Native Intelligent Document Processing (AI-Native IDP) is an advanced approach to understanding, extracting, and transforming information from documents using end-to-end artificial intelligence.

Industry Insights

95% of AI Pilots Fail. Get on the Side of the 5% That Scale.

Explore MIT’s ‘The GenAI Divide: State of AI in Business 2025’ report—why 95 % of generative‑AI pilots fail and how to bridge the gap to value.

Industry Insights

AI Adoption Challenges: Why So Many AI Initiatives Fail (and how to make sure yours won’t)

Explore common AI adoption challenges — why so many initiatives fail and how organizations can overcome barriers to deliver real‑world AI value

Company News

Unframe Appoints Nikki Ewing as Head of Strategic Partnerships to Scale Global Ecosystem and Partner-Led Growth

Unframe appoints Nikki Ewing as Head of Strategic Partnerships—boosting its global ecosystem and partner‑led growth in enterprise AI.

Company News

Synergy: The AI-native Command Center for Modern IT Operations

Discover how ‘AI‑native’ command centre tech transforms enterprise IT operations — streamlining alerts, root cause analysis and incident workflows.

Company News

Unframe Appoints Jacquelyn Goldberg as Vice President of Sales to Accelerate Global Growth

Unframe appoints Jacquelyn Goldberg as Vice President of Sales to accelerate global growth and meet surging demand for enterprise AI.

Strategy & Transformation

Proving AI ROI: A Practical Framework for Enterprises

Learn a practical framework to prove AI ROI in the enterprise—turn your AI investment into measurable business value with solid metrics and strategy

Product Capabilities

Structured vs. Unstructured Data: Key Differences for AI Success

Understand the differences between structured vs unstructured data and why mastering both is key to enterprise AI success.

Use Case Spotlight

Top AI Use Cases Shaping 2025

Explore the top AI use cases for 2025—discover how enterprises are leveraging AI across functions to drive growth, efficiency and competitive edge.

Company News

How Unframe Is Transforming Enterprise AI

Discover how Unframe is transforming enterprise AI—delivering tailored, scalable solutions that speed deployment, enhance security and drive value.

Industry Insights

How CIOs Can Successfully Implement AI in 2025

How CIOs can successfully implement AI in 2025—discover the strategies, governance, and data foundations needed to turn AI experiments into enterprise value.

Product Capabilities

The Shift to AI-Driven Enterprise Search

Examine the shift to AI‑driven enterprise search—how modern AI solutions deliver contextual, unified, and secure access to enterprise data at scale.

Strategy & Transformation

How Enterprises Evaluate AI Solution Providers

Learn how enterprises evaluate AI solution providers—discover key criteria, vendor questions, and decision frameworks to pick the right partner.

Use Case Spotlight

Leading AI Use Cases for Operational Efficiency

Explore leading AI use cases for operational efficiency — how enterprises leverage AI to transform claims, commerce, sales and product workflows.

Industry Insights

AI in Insurance: Elevate Your Policyholder Experience

Learn how insurers use AI to improve policyholder experience through faster claims, smarter support, and personalization that drives retention and growth.

Industry Insights

Migrating from Legacy Systems: Your Guide to AI-Driven Real Estate Management

Discover benefits, ROI, and savings when migrating from legacy systems to AI-driven real estate management.

Industry Insights

AI-driven Banking Modernization: How to move beyond COBOL without breaking the bank?

AI transforms banking modernization by extracting business logic from COBOL systems, enabling agility and AI-ready core platforms without risky rewrites.

Industry Insights

Agentic Banking: A New OS for the Modern Bank

Agentic banking introduces a unified intelligence layer that coordinates decisions across the enterprise, enabling truly AI-native, real-time, end-to-end banking.

Industry Insights

Why Companies Are Rethinking the Role of Forward Deployed Engineers (FDEs)

AI platforms that capture enterprise context are redefining scalability to reduce reliance on Forward Deployed Engineers and manual customization.

Industry Insights

Core Capabilities of Intelligent Document Processing Solution: Automating Data Extraction

AI-driven IDP automates document classification, data extraction, and validation to boost accuracy and streamline workflows.

Industry Insights

Smarter Washes, Stronger Margins: How Agentic AI Is Rewiring the Car Wash Industry

See how agentic AI is transforming the car‑wash industry—automating operations, boosting efficiency and delivering smarter customer experiences.

Industry Insights

The Rise of AI-First Data Management

Explore the rise of AI‑first data management and discover how next‑gen systems are transforming data handling for enterprise intelligence.

Industry Insights

Supercharge Your Operational Efficiency with Intelligent Document Processing

Learn how Intelligent Document Processing automates data, reduces errors, and streamlines workflows to boost efficiency, scalability, and CX.

Industry Insights

Custom Enterprise AI Search vs. Generic AI Search: Why the Difference Matters

Learn why custom enterprise‑AI search beats generic tools for large organizations—delivering secure, scalable, source‑linked search that drives real insights.

Industry Insights

From Pilots to Impact: What Successful Enterprise AI Implementations Look Like

Discover how to move enterprise AI from pilot to impact — explore real strategies for successful implementation that drive measurable value.

Industry Insights

What is AI-Native Intelligent Document Processing (IDP)?

AI-Native Intelligent Document Processing (AI-Native IDP) is an advanced approach to understanding, extracting, and transforming information from documents using end-to-end artificial intelligence.

Industry Insights

95% of AI Pilots Fail. Get on the Side of the 5% That Scale.

Explore MIT’s ‘The GenAI Divide: State of AI in Business 2025’ report—why 95 % of generative‑AI pilots fail and how to bridge the gap to value.

Industry Insights

AI Adoption Challenges: Why So Many AI Initiatives Fail (and how to make sure yours won’t)

Explore common AI adoption challenges — why so many initiatives fail and how organizations can overcome barriers to deliver real‑world AI value

Industry Insights

How CIOs Can Successfully Implement AI in 2025

How CIOs can successfully implement AI in 2025—discover the strategies, governance, and data foundations needed to turn AI experiments into enterprise value.

Company News

Unframe Appoints VP of Product Growth and VP of Product Solutions to Strengthen Its Leadership Team

Unframe strengthens its leadership team with new VPs of Product Growth and Product Solutions—driving innovation and enterprise AI scale

Company News

Unframe Releases the Enterprise AI Trends Report, Revealing the Shift From Experimentation to Transformation

Discover the 2025 Enterprise AI Trends Report by Unframe—see how companies are shifting from experimentation to transformation and scaling AI across operations.

Company News

Unframe Appoints Nikki Ewing as Head of Strategic Partnerships to Scale Global Ecosystem and Partner-Led Growth

Unframe appoints Nikki Ewing as Head of Strategic Partnerships—boosting its global ecosystem and partner‑led growth in enterprise AI.

Company News

Synergy: The AI-native Command Center for Modern IT Operations

Discover how ‘AI‑native’ command centre tech transforms enterprise IT operations — streamlining alerts, root cause analysis and incident workflows.

Company News

Unframe Appoints Jacquelyn Goldberg as Vice President of Sales to Accelerate Global Growth

Unframe appoints Jacquelyn Goldberg as Vice President of Sales to accelerate global growth and meet surging demand for enterprise AI.

Company News

How Unframe Is Transforming Enterprise AI

Discover how Unframe is transforming enterprise AI—delivering tailored, scalable solutions that speed deployment, enhance security and drive value.

Strategy & Transformation

Enterprise AI ROI: Why Most Calculations Are Wrong

Traditional ROI models don't work for AI. Here's a better framework for proving enterprise AI value—and a pricing model that lets you validate results before you commit.

Strategy & Transformation

How to Deploy AI Quickly (Without Cutting Corners)

Most enterprises take 18-24 months to deploy AI. Here's how to get to production in weeks, without skipping governance or cutting corners.

Strategy & Transformation

4 Principles That Separate AI-Ready Data Teams From Everyone Else

Most data teams were built for dashboards. AI demands something different. Here are the 4 principles that separate AI-ready data teams from everyone still catching up.

Strategy & Transformation

AI Building Blocks: Customize Without Compromise

AI building blocks let you assemble tailored solutions without custom development timelines or rigid point solutions. Learn what building blocks actually means.

Strategy & Transformation

Outcome-Based AI Pricing: Pay for Results, Not Promises

Tired of paying for AI promises? Solution-based pricing means you validate results first, then pay a predictable annual fee with unlimited users and usage.

Strategy & Transformation

Managed AI Delivery Platform: Implementation Without the Headache

Most AI projects fail due to long timelines and high costs. Managed AI delivery fixes this with rapid deployment, outcome-based pricing, and solutions that actually work in production.

Strategy & Transformation