Public Sector & Education
Defensible allocation, enrollment, and award decisions on the public record
Public-sector decisions are made in the open and frequently disclosed on request. Model budget tradeoffs, service equity, enrollment, and procurement awards with the constraint set and the rationale published alongside the answer.
Challenges We Solve
Common pain points that structured decision models eliminate.
Budgets Argued Line By Line
Presenting changes from last year hides the tradeoff. Make statutory minimums explicit so the conversation is about what is genuinely discretionary.
Equity Hidden By Averages
Service averages conceal whether provision varies gradually or splits into tiers. The difference between those two findings is material and should not be an accident of reporting.
Enrollment Decline Addressed Too Late
Decline is slow, compounding, and politically difficult, so it is usually confronted after the options have narrowed. Project the decline case explicitly to create lead time.
Awards That Invite Protest
A losing bidder's protest makes the scoring model the subject of the proceeding. Publish criteria and weights before bids open and record the margin, because narrow margins are where the record has to be strongest.
Use Cases
How teams use DecisionLedger to make better decisions.
Publishes the statutory constraint set alongside the allocation so the council debate is about genuinely discretionary spending rather than about mandates.
A budget rationale that survives the public meeting
Projects enrollment per school across in-migration and decline scenarios, planning facilities against the decline case to create consolidation lead time.
Stranded facility cost avoided by acting while options remain
Freezes published criteria and weights before bids open, scores against them, and documents a tie-break rationale wherever the margin is narrow.
Awards with a record built for the protest that may follow
Measurable Impact
Based on platform benchmarks across early adopters.
Budget Rationale
Line-item changes from last year
Explicit constraints and tradeoffs
Service Equity
Reported as an average
Tested for structural tiering
Enrollment
Single planning number
Growth and decline scenarios
Procurement
Weights settled during evaluation
Published and frozen before opening
Built for Public Institutions
Decisions that hold up in a public meeting, an audit, and a procurement protest.
Constrained Allocation
Budget and service allocation with statutory floors as hard constraints, and an infeasible result reported as a revenue conversation rather than quietly relaxed.
Equity Analysis
Service areas clustered on access measures to distinguish gradual variation from structural tiering, with findings routed for review before publication.
Defensible Awards
Bid evaluation against published, frozen weights with the award margin reported, because a narrow margin is the most common ground for protest.
Connects With
Part of 150+ native integrations across CRM, marketing, finance, HR, ecommerce, and analytics
Salesforce
HubSpot
Stripe
Shopify
Google Analytics 4
Workday
QuickBooks
Snowflake
Slack
Zendesk
GitHub
Meta Ads
Mailchimp
NetSuite
Jira
Power BISalesforceHubSpotStripeShopifyGoogle Analytics 4WorkdayQuickBooksSnowflakeSlackZendeskGitHubMeta AdsMailchimpNetSuiteJiraPower BIFeatured Models
Pre-built decision models ready to run with your data.
Capital Bond Affordability
Stresses debt capacity and levy impact of a capital bond across rate, assessment and collection scenarios.
Donor Attrition & Lifetime Value
Segments donors by giving pattern and lapse signal to allocate fundraising effort by expected lifetime value.
Membership Renewal Forecast
Projects renewal rates and dues revenue across engagement and pricing scenarios for associations and member organizations.
Municipal Budget Tradeoff
Allocates a constrained revenue envelope across service departments with statutory minimums as hard constraints.
Public Bid Evaluation
Scores procurement bids against published weighted criteria to produce a documented, defensible award record.
Service Equity & Access Analyzer
Groups service areas by access and delivery measures to surface where provision diverges across geography and demography.
Student Enrollment Forecast
Projects enrollment across migration, birth-cohort and choice scenarios to drive staffing, facilities and funding planning.
Student Retention Risk
Groups student cohorts by engagement and progression measures to target retention support where it changes outcomes.
How It Works
Three steps to structured, auditable decisions.
Make Constraints Explicit
Enter statutory minimums, coverage floors, and debt policy as hard constraints so the allocation happens inside them rather than across them.
Model and Stress
Project enrollment and revenue across scenarios, cluster service areas to test whether provision is tiered, and stress bond affordability against assessment and collection decline together.
Publish the Reasoning
Release the constraint set, the weights, and the rationale with the decision. Residents contest allocations far more often than they contest constraints they can see.
Every number you produce may be requested under open records, contested in a public meeting, or tested in a protest. The arithmetic is rarely the problem; the missing rationale is.
Incremental budget spreadsheets
Changes from last year that never show what the statutory floor already consumed
Average-based equity reporting
Averages that cannot distinguish gradual variation from a two-tier service pattern
Ad-hoc bid scoring
Criteria and weights settled during evaluation, which is the defect protests are built on
Base-case bond models
Affordability shown at current assessed values, assuming the tax base never falls