Weekly Updates

Burbio School Tracker 4/21: Four Frameworks

Written by Dennis Roche | Apr 21, 2026 1:00:00 PM

1. Burbio’s Signals Tracker analyzes millions of pages of district school board discussions and delivers clients highly specific insights on district intent. As AI adoptions accelerate across K-12, this week we take a look at how districts describe AI pilot programs. We examined hundreds of district discussions over the last six weeks and identified four frameworks that emerged:

  • Utilizing Phased and Targeted Rollouts to Manage Risk
    • Indianapolis Public Schools, IN, deploys AI pilots on a rolling basis. A recent trial involved 200 staff using AI to analyze large data sets, support school improvement planning, streamline complex tasks such as scheduling, and identify community resources for families.
    • Rush-Henrietta Central School District, NY launched pilot programs exclusively with administrators and a select group of teachers to test the capabilities of AI tools before expanding access.
  • Using Pilots to Inform Policy and Governance
    • North Shore SD 112, IL used an AI pilot program to gather empirical data on student outcomes and staff readiness, which directly informed their new comprehensive AI Board Policy.
    • Onteora Central School District, NY is collaborating with a regional BOCES on a pilot program establishing policies for the safe and effective use of AI.
  • Evaluating EdTech Platforms Through Time-Bound Contracts
    • New Haven School District, CT has purchase orders for pilot programs with two vendors from February to June 2026 to assess the platforms.
    • Ithaca City School District, NY initiated a "no cost pilot" with an AI tool, allowing the board to evaluate the program before requesting potential costs for its continuation.
  • Gathering Stakeholder Feedback and Monitoring Quality
    • Last month Oyster River Coop School District, NH, conducted an AI-focused Teacher Workshop day featuring both student and teacher speakers involved in their AI pilot running since last Fall.
    • In Fairfax County Public Schools, VA, an active pilot of an AI tutoring service across 18 schools involves continuous discussions about data privacy, teacher productivity, and addressing equity gaps.

2. Burbio has added district-level contact data (name, title, email, phone) to the Intel Hub for client outreach. Below is a profile of how districts designate their top human resource officials:

3. This time of year districts present budgets for 2026-27, often in the form of school board meeting presentations or preliminary "budget books." Districts highlight areas of investment that present opportunities for suppliers. Below are a handful of priorities from the districts highlighted:

Wicomico County Public Schools, MD, outlines the following:

  • Expansion of Pre-K Instruction: The budget supports the Blueprint for Maryland's Future by expanding no- or low-cost full-day Pre-K instruction, including investments in instructional materials, classroom rugs, and contracted services.
  • School Climate and Safety: The budget introduces several new safety and behavioral initiatives, including adding middle schools to the PBIS Rewards program and implementing a Student Dismissal Safe system, while funding Conscious Discipline and Restorative Practice training for staff.
  • Extracurricular and eSports Programming: New funding to establish after-school programming for 4th and 5th-grade, while also supporting the reorganization of Wicomico eSports into the Athletics program, and funding for new gaming equipment and supplies.

Toms River Regional School District, NJ focuses on the following:

  • Expanded Social-Emotional Behavior Supports: In response to a broader state-wide initiative, the district is actively increasing funding and support for social, emotional, and behavioral needs across all of its programs.
  • New ESL and Special Education Programs: Resources are being reallocated specifically to support new and expanding programs in high-need areas, notably English as a Second Language (ESL) and Special Education.
  • Transportation: Facing a retirement schedule for its fleet, the transportation department is implementing a new 2026-2027 bus lease to purchase five big buses.
  • Facility Projects: The budget allocates $1,545,422 to fund seven capital improvement initiatives, including work on an outdoor track, upgrading a boiler at a high school, and replacing the univent and energy management systems at an elementary school.

The proposed budget for Bend-La Pine Schools, OR, outlines:

  • Expanding CTE and Advanced Coursework: Supported by $5.2 million from the High School Success fund, the district is expanding access to CTE pathways while focusing on expanding advanced coursework, funding dropout prevention programs, and providing college-level support.
  • Construction and Facility Modernization: Leveraging the remaining $149.7 million in General Obligation bonds, the district is replacing the 70-year-old Bend Senior High School building, plus conducting widespread technology, safety, and maintenance upgrades throughout the district.
  • Student Services: Utilizing $16.7 million in grant funding, the district is targeting investments specifically designed to reduce class sizes, support student health and safety, and increase access to a well-rounded education.

Chesapeake Public Schools, VA describes these initiatives:

  • Developing a new, specialized high school academy: The district is soliciting feedback on prospective offerings at the academy and has funded a coordinator position for the initiative.
  • Piloting a new in-house multi-modal transportation program while implementing a school bus replacement cycle.
  • Health and Wellness and School Environment initiatives include access to virtual mental health services, upgrades to high school athletic facilities, and ongoing construction of elementary school vestibules.
  • Family Engagement initiatives include a particular focus on Spanish-speaking families.

4. Burbio’s dataset of RFPs is presented in a sortable dashboard by category and key identifier information. While the bulk of RFPs are for construction-related services, Burbio's category filtering system allows for targeted alerts based on client's business and saves discovery time. Below are RFPs from the last few days from a few of our non-construction categories:
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