From Ghost Content to Strategic Advantage: AI-Powered Transcript Processing

Ghost Content in Higher Ed

At this year’s Innovations Conference in Indianapolis, we talked about AI’s impact on document and records management with one key use case stood out across conversations with higher education leaders. Institutions are no longer exploring artificial intelligence as an abstract idea but are actively applying it to core administrative processes that shape the student experience.  

Transcript processing is emerging as one of the clearest opportunities to create both immediate and long-term impact. 

For CIOs and senior academic and administrative leaders, transcript processing is not simply a back-office task. It reflects deeper institutional challenges that slow decisions, increase operational costs and limit the ability to use data effectively. When transcripts move from unstructured documents to governed, trusted data, they deliver far more than faster turnaround times. They help build a stronger digital foundation for institutional agility. 

Bottlenecks That Slow the Entire Student Journey 

Transcript delays influence far more than admissions decisions. Slow evaluation leads to late course placements, delayed advising, inaccurate forecasting and a confusing start for students. When transcript review takes days or weeks, downstream academic and administrative processes stall. 

Data Silos That Limit Insight 

Transcripts arrive in a wide range of formats and quality levels. Without modern data extraction and classification, these documents become ghost content, meaning information the institution stores but cannot easily find or use. When transcripts fall into this category, leaders lose visibility into essential academic data that informs planning and student support. 

Technology Debt and Fragmented Systems 

Many institutions rely on legacy repositories, shared drives and departmental workarounds. These disconnected systems make it difficult to create consistent workflows, manage risk or scale operations. Leaders are increasingly seeking clearer processes, fewer tools and stronger governance. 

Ghost Content as a Hidden Obstacle 

The challenge of ghost content is especially pronounced in higher education. Institutions hold large volumes of transcripts and other critical documents that are unstructured, poorly indexed or buried in isolated systems. These files contain important academic data, but without structure they cannot support reliable decision making. 

Transcripts arrive as scanned images, emailed PDFs, or exports from student information systems. If the information inside them cannot be extracted or trusted, it results in slow processes, inconsistent decisions and compliance concerns. 

AI-driven content management directly addresses this problem by transforming unstructured documents into usable data. It turns static files into active institutional knowledge, reduces uncertainty,and increases operational efficiency. 

The AI Shift: Moving from Manual Review to Content Intelligence 

Institutions that are making the most progress with AI are not treating it as a small technology upgrade. They are building a modern foundation for content intelligence, and transcript processing is one of the best places to begin. It touches every part of the student lifecycle and supports high volume, high-stakes decisions. 

Here is how Laserfiche is supporting higher education in this shift. 

Smart Fields for Structured and Governed Data 

Smart Fields can extract key transcript data such as course names, grades, terms, GPA and credit hours. The information becomes searchable metadata instead of buried text. Institutions gain structured data that improves accuracy and supports academic and operational decision making. 

Campus-Wide Visibility and Governance 

Once transcript data is structured, it integrates seamlessly with workflows across enrollment, advising, academic records and IT. Records become easier to validate, secure and audit. Leaders gain confidence that sensitive academic information is managed consistently and in compliance with institutional policies and accreditation requirements. 

Scalable Operations 

AI-driven content management increases resilience during peak periods. Institutions can manage higher transcript volumes without adding staff or sacrificing accuracy. With staffing shortages and increasing service expectations, this scalability is becoming essential. 

Improved Student Experience 

Fast and accurate transcript processing supports timely advising, clear communication, smoother onboarding and fewer delays for students. When information moves quickly and accurately, the student journey improves. 

Why This Matters to CIOs and Senior Leaders 

Transcript processing is not often highlighted in strategic planning documents, yet it is one of the clearest indicators of an institution’s digital maturity. When institutions modernize transcript processing with AI-driven content management, they unlock benefits across the entire organization. 

Strategic Alignment 

Modern transcript workflows bring enrollment, academic records, IT and student services into closer alignment through consistent data and shared processes. 

Operational Efficiency 

Processing times can decrease from weeks to hours, allowing staff to focus on higher value work rather than repetitive manual tasks. 

Improved Data Quality 

Structured transcript data supports better analytics, forecasting and planning efforts. 

Technology Simplification 

Institutions can reduce redundant tools and move toward a more modern cloud-focused architecture. 

Long Term Agility 

A strong content foundation enables faster adaptation to enrollment changes, evolving compliance requirements and shifting student needs. 

Institutions that view AI as a set of isolated tools will struggle to gain traction. Those that adopt AI-driven content management as an enterprise capability will build more adaptive and resilient organizations. 

The Road Ahead 

Transcript processing is only the beginning. Once institutions create a strong content and data foundation, they can apply the same approach to financial aid, academic records, HR, procurement and student services. Each of these areas contains large volumes of ghost content that hinder performance and create opportunities for improvement. 

AI-driven content management is no longer a departmental project. It is a strategic capability that strengthens operational performance, data governance and the student experience. Laserfiche is helping higher education leaders transform the information they already have into knowledge that supports strong effective operations. 

Learn more about streamlining student records best practices by seeing how California Baptist University digitized more than 8,000 student records in a single year. 

Laserfiche Announces 2026 Run Smarter® Award Winners

LONG BEACH, CALIFORNIA, March 18, 2026 — Laserfiche — the leading SaaS provider of intelligent content management — today announced the winners of the 2026 Laserfiche Run Smarter® Awards.

These awards celebrate the visionaries and trailblazers who are redefining the possible, using Laserfiche to dismantle operational silos and catalyze a new era of enterprise-wide productivity. From a large city reimagining criminal justice to a financial services firm’s innovative use of AI to enable smarter service delivery: The winners enhance productivity, reimagine processes and improve lives with Laserfiche technology.

“The true power of Laserfiche has always been in how it unlocks value — whether that is through delivering actionable intelligence, cost savings, or reclaimed time to put toward new innovation,” said Karl Chan, CEO of Laserfiche. “This year’s honorees are at the forefront of information management technology, with many of them leveraging cloud and AI technology to modernize processes and achieve business transformation.”

Congratulations to the 2026 Run Smarter Award winners:

  • Doug Haubert, City Prosecutor, Long Beach City Prosecutor’s Office: Nien-Ling Wacker Visionary of the Year
  • Young Lee,Information Systems Analyst, City of Camarillo, California:Digital Transformation Leader of the Year
  • Priya Karthick, Enterprise IT Technologist, Texas A&M Technology Services:Laserfiche Champion of the Year
  • Choctaw Nation IT Tribal Solutions: Best Program ROI
  • Palo Alto Unified School District Information Services:Change Maker of the Year
  • Kansas State University: Laserfiche Program of the Year, U.S./Canada
  • Albany Trustee Company Limited: Laserfiche Program of the Year, EMEA
  • City of Tucson Department Applications Team:Laserfiche Team of the Year

Learn more about the Laserfiche Run Smarter Award winners here.

Laserfiche will celebrate the winners during the 2026 Empower conference. Click here to register for the conference.

About Laserfiche 

Laserfiche is the leading enterprise platform that helps organizations digitally transform operations and manage their content with AI-powered solutions. Through scalable workflows, customizable forms, no-code templates and AI-enabled capabilities, the Laserfiche® document management platform accelerates how business gets done. Trusted by organizations of all sizes — from startups to Fortune 500 enterprises — Laserfiche empowers teams to boost productivity, foster collaboration, and deliver a superior customer experience at scale. Headquartered in Long Beach, California, Laserfiche operates globally, with offices across North America, Europe, and Asia. 

Congratulations to the Laserfiche Run Smarter® Award Winners

The Laserfiche Run Smarter® Awards celebrate the visionaries and trailblazers who are redefining the possible, using Laserfiche to dismantle operational silos and catalyze a new era of enterprise-wide productivity. These winners are enhancing productivity, reimagining processes and improving lives with Laserfiche technology.  

From municipal governments slashing process times by 92% to retail giants unlocking data from millions of invoices, the 2026 winners represent the gold standard of operational excellence. These organizations are reimagining what’s possible when technology and human ingenuity collide. Here is how this year’s elite class of innovators is redefining the way the world works: 

Nien-Ling Wacker Visionary of the Year: 

Doug Haubert, City Prosecutor

Doug Haubert, City Prosecutor, Long Beach City Prosecutor’s Office

Doug Haubert has provided visionary leadership for the Long Beach City Prosecutor’s Office through championing the GUIDES program (Government User Integrated Diversion and Enforcement System). By using Laserfiche to turn siloed records into real-time, actionable intelligence, Haubert supports Long Beach officers in addressing complex social issues — from gang violence to mental health — with unprecedented precision and empathy. This digital ecosystem fosters seamless collaboration between law enforcement and service providers, shifting the focus from arrests to high-impact intervention. The result has been a measurable reduction in crime, faster access to critical social services, and a strengthened foundation of community trust. 

Digital Transformation Leader of the Year: 

Young Lee, Information Systems Analyst

Young Lee, Information Systems Analyst, City of Camarillo, California

Under Young Lee’s leadership, the City of Camarillo transformed a daunting year-end HR and payroll marathon into a sprint. By fostering cross-departmental collaboration and launching a citywide workflow initiative, Lee’s upgraded automated workflow slashed processing time from 50 hours to just four — a staggering 92% increase in efficiency. This digital overhaul didn’t just eliminate administrative bottlenecks; it created higher accuracy and empowered staff to trade manual data entry for community impact. Lee proves that with the right workflow, administrative burdens vanish, delivering a clear ROI and better citizen service. 

Laserfiche Champion of the Year: 

Priya Karthick

Priya Karthick, Enterprise IT Technologist, Texas A&M Technology Services

As a dedicated Laserfiche Champion, Priya Karthick has moved beyond simple implementation to true advocacy, mentoring peers and spearheading enterprise-wide Laserfiche initiatives that redefine the higher education experience. From automating complex onboarding processes to founding vibrant user groups, Karthick’s work ensures that hiring managers and new employees alike benefit from a seamless, digital-first environment. Her commitment to knowledge-sharing and community building has turned Texas A&M into a beacon of efficiency, proving that digital transformation is most powerful when it’s collaborative. 

Best Program ROI:

Choctaw Nation IT Tribal Solutions

Choctaw Nation IT Tribal Solutions

The Choctaw Nation is redefining how a tribal government serves its people. Since 2017, the organization has automated 111 distinct programs, turning what was once a months-long application process for tuition and emergency aid into a streamlined experience taking under two weeks. The impact is staggering: an 87% drop in incomplete submissions and over 107,000 staff hours reclaimed in a single year — a productivity boost valued at $3.76 million. By eliminating manual bottlenecks and saving $250,000 annually in administrative costs, the Choctaw Nation is proving that digital maturity isn’t just about efficiency; it’s about providing faster, more reliable support to every tribal member. 

Watch the full interview with the Choctaw Nation’s Todd Hughes

Change Maker of the Year:

Palo Alto Unified School District

Palo Alto Unified School District Information Services

The Palo Alto Unified School District (PAUSD) turned a cloud migration into a complete operational rebirth. Through “Implementation 2.0,” the district upgrated to Laserfiche Cloud, choosing to rebuild critical business processes from the ground up rather than simply digitizing old habits. 

By mastering APIs and modern data connectors, PAUSD successfully integrated Laserfiche with its student information system, automating everything from substitute teacher provisioning to enrollment. This shift has transitioned the IT team from “infrastructure maintenance” to strategic innovation partners. Through this effort, the team has affected profound cultural change where departments across fiscal, HR, and student services now collaborate to eliminate manual data entry and prioritize student success. 

See how PAUSD focuses on student success with tech-driven solutions. 

Laserfiche Program of the Year, U.S./Canada:

Kansas State University

Kansas State University

The team at Kansas State University aims to set the standard for inspiring learning and engagement for their over 21,000 students. Laserfiche has supported that mission by transforming student services through intelligent automation. By automating a process for academic program changes, the university now processes 85% of requests in under a day, and has reclaimed over 49,000 staff hours. This transformation not only enhances student experience but also strengthens operational efficiency and responsiveness. 

Get the details on KSU’s award-winning program

Laserfiche Program of the Year, EMEA:

Albany Trustee Company Limited

Albany Trustee Company Limited

Guernsey-based Albany Trustee turned its “Project Paperless” into a blueprint for modern fiduciary services. By embedding Laserfiche into the heart of operations, the firm transitioned from static spreadsheets to real-time visibility, ensuring that data integrity and compliance are built directly into their daily workflows. The results go beyond simple time savings; the organization has achieved structured AI adoption, driving higher accuracy in document creation and process analytics. By automating repetitive filing, Albany Trustee has empowered its team to focus on high-value client service. This transformation goes beyond streamlined operations and has sparked a culture of innovation where staff are digitally confident and actively seeking the next technological frontier. 

Laserfiche Team of the Year:

City of Tuscon Department Applications Team

City of Tucson Department Applications Team

The City of Tucson transformed digital compliance into a community asset. Facing upcoming federal requirements, the city’s Laserfiche team proactively overhauled 335 public-facing production forms to support full accessibility and ADA compliance, bridging a critical gap in resident services. Through rigorous research and a structured deployment strategy, the city eliminated screen reader errors and improved usability for all residents — all without additional software investments or vendor intervention. This initiative set a new standard for inclusive governance. By prioritizing dignity and access, Tucson has ensured that every citizen can navigate city services with ease and confidence. 

To hear more Laserfiche success stories, register for Empower today. 

Read more Laserfiche case studies.   

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Laserfiche Earns 5-Star Rating in the 2026 CRN® Partner Program Guide

LONG BEACH, CALIFORNIA, March 11, 2026 Laserfiche — the leading SaaS provider of intelligent content management — has been honored by CRN®, a brand of The Channel Company, with a 5-Star Award in the 2026 CRN Partner Program Guide. This annual guide is an essential resource for partners seeking vendor partner programs that match their business goals and deliver high partner value.  

As organizations navigate growing pressure to increase productivity and respond to regulatory change, Laserfiche’s AI-powered document management solutions enable users to transform operations and achieve meaningful business results at scale.

Partners that innovate with Laserfiche solutions have the opportunity to grow profits through the Laserfiche Partner Program, which equips them with the tools and resources needed to deliver customer success. Laserfiche’s partner ecosystem drives sustainable growth, delivers differentiated solutions and maximizes opportunities for both partners and their customers. Laserfiche provides comprehensive AI and cloud-deployment training resources that empower partners to identify opportunities, secure deals and deliver effective solutions with confidence. 

“We are committed to equipping our partners with the comprehensive educational and marketing resources that enable them to secure profitable deals and provide transformative solutions,” said Josep Domingot, vice president of sales at Laserfiche. “A 5-star rating in the CRN Partner Program Guide certifies the work Laserfiche has done to create an expansive and profitable channel ecosystem.”

For the 2026 Partner Program Guide, the CRN research team assessed technology vendors based on the strength and breadth of their partner program offerings, including partner training and enablement, pre‑ and post‑sales support, marketing resources, technical assistance and ongoing communication. The resulting guide provides partners with meaningful insight into partner programs designed to support sustained success in a rapidly evolving channel landscape.

“Being included in the 2026 CRN Partner Program Guide reflects how today’s technology vendors are rethinking their partner programs to keep pace with a rapidly evolving channel,” said Jennifer Follett, VP, U.S. Content, Executive Editor, CRN, at The Channel Company. “As solution providers navigate new customer demands, business models and technologies, this annual guide serves as a critical resource for identifying vendors that are investing in programs designed to drive long‑term growth and shared success. The guide delivers meaningful insight into what sets each partner program apart, helping solution providers make confident, strategic partnership decisions.”

See the 2026 Partner Program Guide at www.CRN.com/PPG. To learn more about the Laserfiche Partner Program, visit the Laserfiche website.

About Laserfiche

Laserfiche is a leading enterprise platform that helps organizations digitally transform operations and manage their content with AI-powered solutions. Through scalable workflows, customizable forms, no-code templates and AI-enabled capabilities, the Laserfiche® document management platform accelerates how business gets done. Trusted by organizations of all sizes — from startups to Fortune 500 enterprises — Laserfiche empowers teams to boost productivity, foster collaboration, and deliver a superior customer experience at scale. Headquartered in Long Beach, California, Laserfiche operates globally, with offices across North America, Europe, and Asia.

Integrations with Laserfiche

Navigating the Agentic Era: Laserfiche 2026 Leadership Predictions

John Merrill speaking during the general session at the 2025 Empower conference.

As we move through 2026, the conversation around artificial intelligence has shifted from “what if” to “how fast.” For business leaders, this means the challenge is no longer just adopting AI, but orchestrating a landscape where AI agents, human expertise and rigorous data governance intersect. 

Below are strategic considerations for navigating the technological and operational shifts that are defining 2026. 

1. From tools to agents: The new standard of content management 

By 2026, AI features — document summarization, automated metadata extraction and conversational search — are no longer differentiators; they are table stakes for a document management platform. The real frontier is the AI agent. Organizations are moving past experimental chatbots toward autonomous agents capable of executing workflows. 

Meanwhile, automation isn’t replacing knowledge workers; it’s liberating them. As AI handles repetitive administrative tasks, the workforce is refocusing on high-impact, creative strategy. Leaders should encourage low-stakes AI experimentation now. Familiarizing teams with AI agents in a safe environment will help prepare the organization for when these tools move into mission-critical operations. 

2. The rise of the agentic workforce and technical bottlenecks 

This year will also mark a significant shift in how software and solutions are built. While AI can now write the majority of application code, this creates new challenges for IT strategy. While entry-level coding is being automated, the demand for experienced developers remains high. Their role has evolved into “agent orchestrators” — experts who know how to direct sophisticated AI to achieve enterprise-grade results. 

The single most important skill for 2026 is adaptability: The ability to learn and unlearn skills rapidly is now more valuable than any specific legacy programming language. 

3. Security in the age of perfect impersonation 

The cybersecurity landscape in 2026 is defined by “AI vs. AI.” This new era includes supercharged social engineering; AI can now almost perfectly impersonate individuals, making traditional phishing defenses obsolete. Organizations must move toward robust, hardware-based authentication like Fast Identity Online two-factor authentication (FIDO 2FA). Forward-thinking CIOs are now requiring vendors to adopt additional security controls, certifications and compliance frameworks.  

4. Infrastructure reality check: Budgets and supply chains 

Despite the software-centric nature of AI, the physical reality of hardware is a major constraint. Anticipated AI demand has created significant supply chain volatility. With technology budgets capped at roughly 9-10% growth and vendor subscription costs rising, leaders must find “AI offsets.”  Funding for AI innovation in 2026 is largely coming from efficiency gains and spending decreases in other areas of the IT budget rather than massive new capital injections. This is evidenced by Gartner’s 2026 forecast, which shows that while total IT spending is growing by only 10.8%, investment in AI is surging by 80.8% 

2026: The year of responsible acceleration 

The organizations winning in 2026 are those that treat AI not as a bolt-on product, but as a fundamental shift in how human talent is deployed. Trust — in your data, your vendors and your governance — remains the only currency that allows for rapid adoption. 

See how you compare to peers in your AI adoption now by reading more in The State of Document Management & AI

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