erō Point SolutionsEvaluation & Improvement

Services

Two current focuses, and the capabilities underneath them.

Most of our work right now is in student transportation efficiency and strategic AI advisement. Both draw on the same underlying capabilities. Engagements rarely stay inside one box — a data question usually turns out to be an operations question — so we scope across these areas rather than selling them separately.

Our services

Best fit when

  • Transportation costs are rising unexplained
  • A board is asking whether routes are efficient
  • Contractor performance is hard to verify
  • Standards are needed across many districts
  • Driver shortages are reshaping service

Current practice 01

Student transportation efficiency studies

Transportation is where policy intent meets terrain, fuel prices, and who answered the phone at 5:40 in the morning. It is also one of the largest operational line items most systems have, and one of the least examined.

We study how a transportation system actually runs — route design and utilization, fleet and maintenance, staffing and driver retention, fiscal practice, safety and compliance, technology and data visibility, and special education service. Then we translate that into efficiency benchmarks and operational standards built for reflection and peer comparison rather than as a compliance checklist, because standards written to punish get gamed.

Where visibility into a contractor is the real problem, we convert that into concrete instruments — model contract language, service-level measures, data-access requirements, and invoice and maintenance reporting templates.

  • Route & utilization analysis
  • True-cost capture
  • Efficiency benchmarks
  • Operational standards
  • Contractor accountability
  • Special education transportation
  • Field pilot design

Best fit when

  • Staff are already using AI tools unofficially
  • A board wants a policy and has no draft
  • A vendor is promising an AI feature
  • Student or personnel data is involved
  • Leadership needs to separate hype from use

Current practice 02

Strategic AI advisement & data protection

Public organizations are being pushed toward AI faster than their policies can keep up, and the pressure usually arrives as a vendor pitch rather than a strategy. The difficult question is not which tool to buy, it is how to capture a real productivity gain without student records, personnel files, IEP content, or confidential deliberations ending up somewhere they don't belong.

We start from what your organization actually does, not from what the technology can do. Some tasks are well suited to AI assistance and low risk. Some are legally or ethically off the table. Most sit in between and depend entirely on how data is handled. We map that boundary explicitly, then build the controls that keep confidential information on the correct side of it — including isolating sensitive data so it is never exposed to an outside model in the first place.

The deliverable is usable governance: acceptable-use policy your board can adopt, vendor and contract review criteria for data handling and retention, practical staff guidance with worked examples, and a review cadence so the policy is still enforced two years from now. Where a tool is genuinely worth adopting, we say so. Where it is being oversold, we say that too.

  • AI readiness assessment
  • Risk & data-exposure review
  • Acceptable-use policy
  • Vendor & contract review
  • Confidential-data isolation
  • Staff training
  • Governance & board guidance

Supporting capabilities

Best fit when

  • A reorganization is on the table
  • Roles have drifted from the org chart
  • A new leader needs a clear read
  • Programs have outgrown their structure

Organizational effectiveness & efficiency

We map what your organization is actually built to do against what it is being asked to do. That means tracing decision rights, workload, reporting lines, and funding streams as they exist in practice rather than as they appear in the handbook, then identifying where structure is quietly consuming capacity.

The result is a picture leadership can act on: which functions are under-resourced, which are duplicated across departments or sites, which processes have accumulated steps nobody can justify, and what sequence of changes is realistic given your staffing and fiscal calendar.

  • Organizational assessment
  • Process mapping
  • Capacity analysis
  • Fiscal review
  • Strategic planning

Best fit when

  • Input has to be credible to skeptics
  • Participants fear being identified
  • Multiple constituencies disagree
  • A plan needs field validation

Stakeholder engagement & facilitation

Getting people to say what they actually think is a design problem, not a hospitality problem. We build engagement processes — community conversations, structured feedback sessions, practitioner interviews, and survey instruments — that separate evaluation from enforcement so participants can be candid without exposure.

Responses are reported thematically and never attributed to an individual, a site, or an agency. What leadership receives is a set of themes, tensions, and specific recommendations, with practitioner voice preserved well enough that the people who participated recognize themselves in the findings.

  • Community conversations
  • Focus groups
  • Survey design
  • Practitioner interviews
  • Thematic analysis
  • Facilitation

Best fit when

  • A funder or board wants evidence
  • Data exists but nobody trusts it
  • A program is up for renewal
  • Results need interpreting

Data analysis & program evaluation

We start with the data you already collect. Analysis is built in Python using standard, auditable libraries so every figure in a final report can be traced back to a defined transformation — normalization, scale alignment, composite scoring, and comparison across peer groups are documented rather than asserted.

Where a single statewide or districtwide target would mislead, we say so and build ranges instead. Where quantitative results need context, we pair them with open-response and interview data so a finding explains a cause rather than restating a symptom. Evaluation designs are set up at the start of a program, not reverse-engineered at the end.

  • Reproducible analysis
  • Mixed methods
  • Impact reporting
  • Evaluation frameworks
  • Metric selection
  • Data visualization

Best fit when

  • Standards need to be set statewide
  • Contractor performance is opaque
  • True cost is unknown
  • A pilot precedes a full rollout

Operational improvement & benchmarking

Operations work — transportation, facilities, procurement, technology, service delivery — is where policy intent meets terrain, fuel prices, and who answered the phone. We build efficiency benchmarks and operational standards that reflect that, using peer groups and local-context interpretation.

Deliverables are designed for reflection and continuous improvement rather than as a compliance checklist, because standards written to punish get gamed. Where visibility into a contractor or vendor is the real problem, we convert that into concrete instruments: model contract language, service-level measures, data-access requirements, and reporting templates.

  • Efficiency benchmarks
  • Operational standards
  • Model policy language
  • Decision frameworks
  • Field pilot design
  • Cost templates

Best fit when

  • Achievement has stalled
  • Chronic absence is rising
  • Initiatives are not connecting
  • A graduate profile needs teeth

Academic improvement

Schools rarely need another initiative. More often they need the initiatives already running to be aligned, sequenced, and measured against something meaningful. We help districts and schools connect assessment strategy, accountability design, and instructional priorities so that the work reinforces itself.

Our team has designed statewide accountability systems, led high school transformation, run regional reading coach and mentoring programs, and evaluated portfolios of school improvement investments for funders. We bring that to the specific question in front of you — whether the evidence base behind a proposed program is real, what to measure, and what the data will and will not be able to tell you.

  • Assessment strategy
  • Accountability design
  • School improvement planning
  • Attendance & engagement
  • Career & technical pathways
  • Evidence review

Best fit when

  • A board and superintendent are stuck
  • Goals exist but are not monitored
  • New administrators need support
  • Governance is drifting into operations

Executive coaching & board governance

We coach superintendents, board presidents, and school administrators using an internationally recognized model, focused on keeping governance attention on student outcomes rather than on operational detail that belongs to staff.

Practical sessions cover strategic planning, reading and interpreting data honestly, setting goals that can actually be monitored, and building a progress-monitoring cadence that survives a change in leadership. This work pairs well with an organizational assessment, and often follows one.

  • Superintendent coaching
  • Board development
  • Goal setting
  • Progress monitoring
  • Administrator leadership

K–12 education is our home ground. Public agencies and non-profits are a natural extension of the same work, and we take on that work when the problem fits.

The through line is the same in both: a public organization accountable to people who did not choose it, operating under statute, on a fixed calendar, with less staff than the scope requires.

  • School districts
  • Charter schools & networks
  • Regional education cooperatives
  • State education agencies
  • Education nonprofits
  • Foundations & funder collaboratives
  • Tribal education departments
  • State & local government

Every engagement ends in something a person can pick up and act on. We write for multiple audiences at once — a board member, a program officer, a director who has fifteen minutes before a bus leaves — and we publish to a professional standard, with layout and design handled in house rather than bolted on at the end.

  • Final study and technical reports
  • Executive summaries
  • Benchmark and standards frameworks
  • Model policy and contract language
  • Decision matrices and rubrics
  • Implementation guides
  • Survey and interview instruments
  • Impact and evaluation reports
  • Briefing decks and board presentations
  • Public and legislative testimony support

Next step

Not sure which of these you need?

That is a normal place to start. Describe the decision you are facing and we will tell you honestly whether it is work we should take on.