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Knowledge Hub

The SLED Digital Leader's Library

Case studies, procurement checklists, compliance guides, and research reports: written for government digital teams, IT directors, and SLED procurement officers evaluating AI search.

36

resources

15

case studies

10

guides & ebooks

SLED focus

government & education

Whitepaper
40+average number of department subsites a mid-sized state or county maintains

Federated Search for Government Portals: An Architecture Whitepaper

A technical reference for IT directors consolidating dozens of department websites into a single government portal without merging every backend system. Covers federation architecture options, crawl and index freshness strategy, authority signals, and WCAG 2.1 AA / Section 508 compliance of the search interface itself.

22 min readDownload whitepaper
Case Study
6,200legacy PDFs remediated ahead of the ADA Title II deadline

6,200 PDFs, One ADA Deadline: How a State HHS Agency Cleared Its Backlog

A state health and human services agency faced an ADA Title II compliance deadline with 6,200 untagged legacy PDFs and a two-person accessibility team. This case study covers the manual remediation cost baseline, the AI-assisted deployment, and the measured results: backlog cleared, cost per document, and time to compliance.

14 min readRead case study
Guide
60–90 daystypical timeline to deploy AI search on top of an existing CMS, no redesign required

How to Improve Government Website Search Without a Redesign

A staged framework for digital services and communications directors who need to fix a broken search experience now, without the budget or approval for a full website redesign or CMS migration. Covers failure-pattern audits, quick wins vs. structural fixes, layering AI search onto WordPress or Drupal, and a practical procurement path.

17 min readDownload guide
Ebook
28%of state and local government employees eligible for retirement within five years

The Ask-Dave Problem: Employee Knowledge Discovery After the Retirement Wave

Government workforces lost senior staff to retirement and attrition at a scale that reshaped institutional memory between 2024 and 2026. This ebook covers how undocumented knowledge loss actually happens, what it costs in new-hire ramp time and duplicated work, and how a knowledge discovery layer helps agencies find what they still have before it walks out the door too.

19 min readDownload ebook
Report
70%+of AI-related SLED RFPs reviewed now include a data sovereignty or model-training-use clause

SLED AI Search and Chat Procurement Trends 2026: What's Actually Changed

A data-first look at how state, local, and education government AI procurement has shifted in 2025 and 2026: the rise of AI governance review as a procurement gate, growth in cooperative purchasing for AI tools, the evaluation criteria showing up most often in AI-related RFPs, and adoption patterns by government tier.

26 min readDownload report
Case Study
38%reduction in contact centre call volume

How a State Department of Social Services Reduced Contact Centre Calls by 38% in 90 Days

A mid-sized state agency serving 2.3 million residents deployed Keyspider AI Search on their citizen portal and saw transformative results within a single quarter, without a single dollar spent on contact centre headcount.

12 min readRead case study
Case Study
41%reduction in eligibility enquiry call volume

How a State Benefits Agency Cut Eligibility Call Volume by 41%, Without Touching the Contact Centre

A state Department of Health and Human Services serving 3.1 million residents deployed Keyspider AI Search on its benefits portal. Residents now self-serve answers to SNAP, Medicaid, and childcare eligibility questions in under 90 seconds. Contact centre call volume fell 41% within a single quarter.

13 min readRead case study
Case Study
67%improvement in resident search task completion

One Search Bar for 22 State Agencies: How a State Unified Its Entire Digital Estate for Residents

A state with 22 agency sub-domains and a citizen-facing portal receiving 4.2 million monthly visits deployed a single Keyspider AI search instance across its entire digital estate. Residents no longer need to know which agency to search. Task completion improved 67%. Information-seeking call volume fell 35% state-wide.

14 min readRead case study
Case Study
38%reduction in information call volume in 60 days

One Search Bar, 14 Departments: How a Mid-Sized County Unified Its Digital Estate in 11 Days

A mid-sized county serving 280,000 residents had 14 separate department websites with no unified search. Residents couldn't find permits, tax information, or health services without knowing which department to visit first. After an 11-day Keyspider deployment, information-only call volume fell 38% in 60 days, with zero CMS changes.

11 min readRead case study
Case Study
42%reduction in permit enquiry calls and counter visits

42% Fewer Permit Enquiry Calls: How a City Planning Department Turned Its Website Into a Self-Service Counter

A city's Planning and Building department fielded 300+ calls and counter visits per week about permit requirements, fee schedules, and application procedures, information already published on its website. After deploying Keyspider AI Search, 42% of those enquiries stopped within a single quarter. Staff redirected 18 hours per week from answering phones to processing applications.

10 min readRead case study
Case Study
55%reduction in Open Records requests for already-public documents

Four Years of Council Records, Searchable in Seconds: How a City Transformed Open Records Access

A mid-sized city made four years of council meeting minutes, resolutions, and ordinances fully searchable by any resident. Open Records requests for already-public documents dropped 55%. The city clerk's office redirected 14 staff hours per week from records retrieval to proactive disclosure, building a searchable public library that now handles over 1,200 monthly document searches with zero staff involvement.

11 min readRead case study
Case Study
43%reduction in avoidable student enquiries in one semester

How a University Cut Student Services Enquiries by 43%, Without Increasing Headcount

A mid-sized university's student services team was fielding 240 avoidable calls and emails per week, students asking about enrolment deadlines, fee payment procedures, housing applications, and exam schedules. Information that existed on the website but was unfindable. After deploying Keyspider AI Search and AI Assistant, avoidable enquiry volume fell 43% in one semester.

12 min readRead case study
Case Study
31%reduction in admissions enquiry call volume

31% Fewer Admissions Enquiries: How a University Turned Its Website Into a Prospective Student Answer Engine

A university's admissions team was losing prospective students to competitors, not because of inferior programmes, but because prospective students couldn't find answers about entry requirements, scholarships, and application deadlines without calling. After deploying Keyspider AI Search on the admissions site, enquiry call volume fell 31%, and application starts increased 18%.

11 min readRead case study
Case Study
58%reduction in research discovery time

From Keyword to Concept: How a Research University Transformed Discovery Across 180,000 Academic Resources

A research-intensive university deployed Keyspider semantic search across its institutional repository, library catalogue, research databases, and faculty publications, 180,000 resources that keyword search was consistently failing to surface. Research discovery time fell by 58%. Postgraduate students reported finding relevant prior work in minutes that had previously taken days.

12 min readRead case study
Case Study
47%reduction in avoidable HR and IT help desk tickets

47% Fewer HR and IT Help Desk Tickets: How a University Gave Staff a Single Place to Find Everything

A university's HR and IT help desks were fielding hundreds of tickets per week from staff who couldn't find HR policies, IT procedures, procurement rules, and compliance documents across the institution's fragmented intranet. After deploying Keyspider Workplace Search, avoidable ticket volume fell 47%. Staff found answers in under 2 minutes that had previously required a ticket and a 3-day wait.

11 min readRead case study
Case Study
41%fewer parent support enquiries in semester one

How a 28,000-Student School District Unified 14 Websites and Cut Parent Support Calls by 41%

A large suburban school district was spending thousands of staff hours per month answering parent enquiries about information that existed on their websites, scattered across 14 separately managed school sites. Here's how they fixed it.

10 min readRead case study
Case Study
78%faster FOIA response time

How a Mid-Sized City Reduced FOIA Response Time from 18 Days to 4 Days with AI-Powered Document Discovery

A mid-sized city's clerk's office was chronically non-compliant with its 10-day statutory FOIA response requirement, not because of lack of effort, but because finding responsive documents across 12 disconnected systems took days. Here's how they solved it.

9 min readRead case study
Guide

The Government Digital Leader's Playbook for AI Search: Evaluation, Procurement, and Deployment

A practical, no-nonsense guide for government digital and IT leaders evaluating AI search platforms, from building the business case to measuring ROI. No vendor hype, just what you actually need to know.

18 min readDownload guide
Ebook

AI Chat Without the Risk: A Public Sector Leader's Guide to Grounded Conversational AI

Hallucinations. Data leakage. Compliance failures. Here's the practical framework for deploying conversational AI in government and education environments, safely, responsibly, and in a way that builds rather than erodes public trust.

22 min readDownload ebook
Checklist
52vendor evaluation questions

The SLED AI Search Procurement Checklist: 52 Questions to Ask Every Vendor

Don't sign an AI search contract without running through this checklist. Built by procurement specialists and government digital leaders after evaluating dozens of vendor demos, covering data sovereignty, compliance, architecture, deployment, pricing, and support.

15 min readDownload checklist
Whitepaper

WCAG 2.1 AA Compliance and AI Search: A Technical Guide for Government Digital Teams

The legal landscape, technical requirements, and testing framework for deploying accessible AI-powered search in government and education environments, including the 2024 DOJ rule tightening ADA Title II obligations.

20 min readDownload whitepaper
Report
73%of citizens expect to fully self-serve on government websites

The State of Government Digital Experience 2025: Citizens, Search, and the Self-Service Gap

Research findings from 1,200 government digital leaders and 8,000 citizens on the state of digital self-service, AI adoption in SLED, and the growing operational cost of poor search across state, local, and education organisations.

25 min readDownload report
Checklist
73%of legacy government PDFs fail automated accessibility checks

ADA PDF Remediation Checklist: Before Your Deadline Passes

A step-by-step checklist for government accessibility leads managing large PDF archives under ADA Title II and Section 508. Covers inventory, audit, prioritisation, AI-assisted remediation, validation, and the documentation trail DOJ expects to see.

18 min readDownload checklist
Guide
67MUS residents speak a language other than English at home

EO 13166 and Your Website: A Practical Playbook for Language Access

Executive Order 13166 requires federal fund recipients to provide meaningful access for limited English proficiency residents. This playbook explains what that means for your government website, how AI changes the compliance equation, and exactly what to implement.

20 min readDownload guide
Checklist
44vendor evaluation questions for government AI chat

Government AI Chatbot Procurement: 44 Questions Before You Sign

Procuring an AI chatbot for a government website is categorically different from buying a commercial SaaS tool. This checklist covers hallucination controls, data sovereignty, multilingual requirements, accessibility, WCAG compliance, and the contract provisions that matter when the AI is speaking on behalf of a public agency.

16 min readDownload checklist
Whitepaper
20%of a government employee's working day spent searching for information

The Government Knowledge Crisis: When Institutional Memory Becomes a Single Point of Failure

Across state agencies, county governments, and school districts, critical institutional knowledge lives in one person's inbox, one department's shared drive, or one long-tenured employee's head. When that person leaves, retires, or is simply out of the office, the organisation stops functioning. This whitepaper examines the structural causes and the technology solution that SLED organisations are deploying to fix it.

22 min readDownload whitepaper
Report
68%of K-12 parents cannot find what they need on their district's website

The K-12 Digital Experience Report 2025: What Parents, Students, and Staff Actually Need

Research findings from 3,400 K-12 parents, students, and district staff on what they search for, where they fail, and what the cost of poor digital experience is for school districts. Includes FERPA compliance considerations, multilingual family access, and the case for AI search in education.

20 min readDownload report
Report
61%of prospective students give up on a university website when search fails

The Higher Education Digital Experience Report 2026: Enrollment, FAFSA, and the Search Problem

Research from 2,800 prospective students, 1,600 current students, and 900 higher education digital leaders on what fails on university websites, where the enrollment cliff meets the search cliff, and how AI-powered search is reshaping the student information journey.

24 min readDownload report
Ebook
$47Mestimated annual call centre cost per state from benefits portal search failure

Modernising State Benefits Portals: Medicaid, SNAP, TANF, and the Search Problem That Costs Millions

State benefits portals handle life-critical eligibility, application, and account management for the residents least able to absorb friction. This eBook examines why benefits portal search fails so consistently, what the operational cost looks like, and how AI-powered search and multilingual chat change the calculus.

22 min readDownload ebook
Case Study
52%reduction in non-English call volume in 6 months

How a Gateway City Reduced Non-English Call Volume by 52% with Multilingual AI Chat

A mid-sized city government with 38 languages spoken by resident populations of 1,000 or more deployed multilingual AI search and chat across its public services website. In the first 6 months, non-English call volume dropped by 52%, resident satisfaction rose measurably, and the city documented significant EO 13166 compliance improvements.

16 min readRead case study
Checklist
48migration steps to preserve search continuity

Government Website Migration Checklist: 48 Steps to Not Break Search

Most government CMS migrations break search in ways nobody notices until residents start calling. This checklist covers URL preservation, redirect strategy, content re-indexing, search feature parity, and the post-launch monitoring that catches regressions before they become complaints.

18 min readDownload checklist
Guide
30+US states with active AI governance frameworks or executive orders

The State and Local AI Governance Playbook: From Executive Order to Deployed Policy

Over 30 states have issued AI executive orders or governance frameworks since 2023. Most agencies are now required to inventory, evaluate, and approve every AI system they deploy. This playbook covers the frameworks that matter, the questions your AI governance committee will ask, and how to prepare AI search and chat deployments for approval.

22 min readDownload guide
Ebook
40%of contact centre calls are for information already on the website

Bringing Semantic Search to Government Agencies

Government websites hold vast amounts of critical information, but citizens often cannot find it. This ebook explains how semantic search closes the vocabulary gap between how citizens ask questions and how government agencies write their content, with practical guidance for public sector IT leaders evaluating AI search deployments.

18 min readDownload ebook
Ebook
42%of prospective student enquiries are answered by improved search

How Keyspider Search Supercharges Higher Education Websites

University websites are navigationally complex, terminology-dense, and serve wildly diverse audiences from prospective students to research faculty. This ebook explains how AI-powered site search transforms the higher education digital experience, reduces student service enquiries, and helps universities compete for enrolment in an increasingly demanding market.

16 min readDownload ebook
Ebook
68%of government website searches end without the user clicking any result

Search and Discoverability: Boosting Trust in the Public Sector

Public trust in government depends, in part, on whether citizens can find the information and services they need. This expert ebook examines the relationship between search quality and public trust, the role of discoverability in digital government transformation, and how AI-powered search is helping public sector agencies rebuild citizen confidence in their digital services.

20 min readDownload ebook
Case Study
35%projected reduction in contact centre calls for information enquiries

How Semantic Search Can Supercharge State Government Digital Services

A large state government's website serves millions of residents needing fast, accurate access to permits, benefits, and public services. This case study examines how replacing keyword-based search with Keyspider's semantic search would transform citizen self-service, cut contact centre volume, and position the state as a leader in digital government.

12 min readRead case study

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