Oct 7, 2025 2:00 PM
ET
|
Virtual

Making LLMs More Reliable with RAG: Why Inputs Matter More Than Models | KMWorld x Adlib

RAG doesn’t magically “fix” LLMs, your inputs do. In this session, Jason breaks down the five biggest myths tanking enterprise AI reliability.

Large Language Models are only as smart as the data you feed them. Yet most enterprises still treat RAG as a silver bullet for accuracy—when the real issue is upstream: unstructured, inconsistent, and low-quality documents.

In this KMWorld webinar, Adlib’s Chief Architect Officer Jason Jakob exposes the top misconceptions about RAG and explains how enterprises can drastically improve precision, recall, and compliance by fixing their inputs—before models ever touch them.

You’ll see why AI accuracy starts with clean, contextualized, and validated data—and how Adlib’s hybrid AI workflow turns messy content into machine-navigable, compliant, AI-ready pipelines that make LLMs more reliable.

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You’ll Learn

  • What RAG really does—and doesn’t do. Why retrieval doesn’t fix poor inputs and how to build smarter chunking and embedding strategies.
  • The five biggest myths derailing AI reliability. From “RAG will fix accuracy” to “OCR is solved.”
  • How hybrid OCR + LLM pre-processing improves accuracy. Combine advanced OCR, semantic chunking, and metadata enrichment to cut hallucinations and human review time.
  • How enterprises are deploying this today. See real-world insurance and manufacturing examples achieving 20% faster validation and ~$1.4M annual savings.
  • What’s next for enterprise RAG. A look at GraphRAG, agentic workflows, and audit-ready AI pipelines.

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Why Watch

By 2026, Gartner predicts 60% of AI projects will be abandoned without AI-ready data. Enterprises are discovering that accuracy problems aren’t caused by weak models—they’re caused by broken document pipelines.

Watch this session to learn how to build trust in your AI results by starting where it matters most: the input layer.

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Who Should Watch

  • AI, Data, and Automation Leaders
  • Information Management & RIM Professionals
  • CIOs, CTOs, and IT Transformation Executives
  • Compliance & Quality Managers in Regulated Industries

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Watch On-Demand

Get immediate access to the full 45-minute session, including live Q&A, demos, and actionable insights on making your LLMs more reliable with RAG.

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Our Speakers

Jason Jakob

Jason Jakob

Chief Architect Officer
|
Adlib Software

Jason Jakob is a Chief Architect Officer at Adlib Software, where he leads the Adlib platform that transforms unstructured documents into AI-ready data with classification and extraction at scale. Previously CTO at Entelegis (industrial energy-management SaaS) and co-founder/CTO of Onlinetel (taken public on the TSX), he has also consulted across medical, retail, and manufacturing for clients including Toyota and AMC. Jason studied business at Wilfrid Laurier and is an MBA candidate at the University of Cumbria.

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MANUFACTURING

Adlib: The Foundation for DocumentAccuracy in Chemical Refining

When we made the decision to change rendering solutions, we looked towards3 separate vendors. Overall, Adlib seemed more mature as a software option.

Challenge
Legacy conversion tools couldnʼt handle the volume and complexity of engineering files, forcing constant IT intervention and delaying CAD conversions into shareable formats. Flat TIFF outputs were unsearchable and lost layer previews—slowing collaboration, creating inefficiencies, and weakening archival practices.

Solution
Safeguarded engineering Adlib improved efficiency, cut administrative overhead, and safeguarded engineering drawings to reduce legal risk. Engineers and contractors gained faster access and smoother collaboration, while IT reduced workload, support needs, and infrastructure costs with a smaller server footprint.

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MANUFACTURING

Adlib: The Foundation for DocumentAccuracy in Chemical Refining

When we made the decision to change rendering solutions, we looked towards3 separate vendors. Overall, Adlib seemed more mature as a software option.

Challenge
Legacy conversion tools couldnʼt handle the volume and complexity of engineering files, forcing constant IT intervention and delaying CAD conversions into shareable formats. Flat TIFF outputs were unsearchable and lost layer previews—slowing collaboration, creating inefficiencies, and weakening archival practices.

Solution
Safeguarded engineering Adlib improved efficiency, cut administrative overhead, and safeguarded engineering drawings to reduce legal risk. Engineers and contractors gained faster access and smoother collaboration, while IT reduced workload, support needs, and infrastructure costs with a smaller server footprint.

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Manufacturing

Adlib - a foundation block for document management strategy in chemical refining

“When we made the decision to change rendering solutions, we looked towards 3 separate vendors. Overall, Adlib seemed more mature as a software option.” – Enterprise Information Management Manager & Principal

Challenge

Legacy conversion software struggled to support the volume of engineering files, leading to increased IT intervention and support. Additionally, delays in converting CAD drawings to sharable formats hampered information exchange across the organization, causing production delays and heightened risk. The conversion of layered vector-based CAD files into flat TIFFs resulted in unsearchable formats and the loss of layer previews, causing frustrations, delays in the field, and poor information archival practices.

Solution

For the C-Suite, implementing the new system led to improved efficiencies and productivity in the field, reduced operational costs associated with administrative burdens, and future-proofed patented engineering drawings, minimizing the number and duration of legal issues. Engineers and contractors benefited from saved time on administrative tasks and faster, smoother information retrieval and exchange. For IT, the system reduced resource demands, lowered intervention and support requirements, and resulted in a smaller server footprint and infrastructure costs.

Adlib - A Foundation Block For Document Management Strategy in Chemical Refining
Financial Services

Eliminating 95% of manual steps in archiving 20k daily trade documentation

Bank eliminates 95% of manual steps in archiving 20k daily trade documentation with Adlib

Challenge

The bank faced significant operational challenges, including process inefficiencies and cost inefficiencies, as well as risks of non-compliance. The inability to render all trade transaction documentation in a timely manner meant failing to meet service level agreements (SLAs), while volume limitations hindered the processing of the required 20,000 documents per day. Complex tasks like document compilation were performed manually, further exacerbating inefficiencies. These issues led to an increasing overhead budget to accommodate a growing backlog and rising IT expenses for server infrastructure to support expanding unstructured data. Additionally, inconsistent archival practices and an archival backlog exposed the organization to the risks of non-compliance with Sarbanes-Oxley Act (SOX) and Securities and Exchange Commission (SEC) regulations.

Solution

For the C-Suite, implementing the new system reduced the risk of non-compliance and lowered costs due to increased staff efficiencies, while ensuring long-term, secure storage of documentation in line with SOX and SEC regulations. Knowledge workers benefited from spending less time on low-value document handling and enjoying hassle-free document compilation. For IT, the system reduced storage and server footprint, lessened the demand for intervention and support, and integrated easily with existing document input and content management systems.

Eliminating 95% of manual steps in archiving 20k daily trade documentation
Energy

Energy giant enhances compliance across the enterprise with document transformation

“I would happily give Adlib a positive referral. They deserve a 10 out of 10, as I view them as the strongest option available.” – Sr. System Analyst

Challenge

This energy company faced significant challenges in managing and processing a diverse range of documents, including various formats and CAD files, within their existing document management system. The manual processes required for document ingestion, conversion, and compliance creation were time-consuming and prone to errors, leading to inefficiencies and inconsistencies. Ensuring standardized regulatory reporting and compliance with data retention and operating procedures was difficult, impacting both internal operations and interactions with external stakeholders and regulatory bodies.

Solution

The company integrated Haistaq into their existing document management system. This integration enabled the automatic ingestion, conversion, and creation of compliant documents from various formats and CAD files, streamlining accessibility across the organization, external stakeholders, and regulatory bodies. The highly automated process required minimal human intervention, ensuring consistent and standardized regulatory reporting and compliance with data retention and operating procedures. As a result, this energy giant achieved greater efficiency, reduced errors, and enhanced their ability to meet regulatory requirements, improving overall operational effectiveness and stakeholder satisfaction.

Energy giant enhances compliance across the enterprise with document transformation
Insurance

Insurance Giant Automates Heavy Admin Work in Claims, Saving Millions

Insurance giant automates heavy admin work in claims, saving millions

Challenge

As full-time employees (FTEs) struggled to manually process 90k claim-related documents each day to meet the company SLAs, the claims department overhead was getting out of hand. In addition, customer frustration and increased churn was a direct result of response times being many days from the customer’s claim submission.

Solution

Adlib optimized the claims-processing workflow by automating the ingestion, digitization, intelligent assembly, and publishing of compliant claims in PDF format. This transformation significantly minimized the manual effort required from FTEs, allowing them to concentrate on claim approvals and improving customer relationships. As a direct outcome, the company saw a remarkable 90% reduction in administrative work tied to pre-processing claim documentation. This in turn slashed their operational budget by $6 million. What’s more, overall customer service satisfaction improved as the efficiency boost dramatically accelerated customer response times from days to hours.

Insurance giant automates heavy admin work in claims, saving millions
Insurance

Modernizing Claims Processing & Document Management Workflow

“We very quickly realized that Adlib was the right tool for us — it was the only PDF rendition product out of the seven or eight we looked at that met our requirements for 100% fidelity and integration.” — Director of Architecture & IS Risk

Challenge

The insurance company needed to incorporate an automated PDF rendering capability with high-fidelity output into its workflow that would integrate with its Guidewire ClaimCenter® claims processing system and IBM® FileNet® repository.

Solution

To modernize the application systems supporting its P&C operations, the insurance company embarked on a major, multi-year initiative—its Enterprise Systems Renewal Strategy—that has already seen the introduction of a new Broker Transaction Portal and a new Claims Processing system. Ultimately, the program will also see the company completely revamp its existing Policy Administration system and the ERP system used for managing financial processes.

Modernizing Claims Processing & Document Management Workflow
Energy

Nuclear power leader ensures enterprise-wide compliance with Nuclear Regulatory Commission

Nuclear power leader ensures enterprise-wide compliance with Nuclear Regulatory Commission

Challenge

To comply with the Nuclear Regulatory Commission’s (NRC) requirements to archive all documentation in a specific PDF format for 60 years, the company used manual workflows to convert volumes of Excel and Word reports and JPEG and TIFF graphs and charts. This labor-intensive workflow resulted in delays, format errors, and growing overhead.

Solution

Adlib's seamless integration with the company's Dassault PLM system streamlined the archival process by automatically converting documents into compliant PDF formats, complete with precise formatting elements such as headers and footers. This automation not only ensured standardized compliance, significantly reducing the risk of fines, but also eliminated manual labor and ballooning labor costs. The solution adeptly met the demands of both volume and scalability, enhancing overall business efficiency and document-management efficacy.

Nuclear Power Leader Ensures Enterprise-Wide Compliance with Nuclear Regulatory Commission

Put the Power of Accuracy Behind Your AI

Whether you’re scaling GenAI, modernizing regulatory submissions, or simply trying to get out from under manual document work, Adlib helps you turn unstructured content into a reliable asset. Not a hidden risk.

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