Ask any question
about a place.
Every assessor card, permit, meeting transcript, and utility record — unified, structured, and queryable.
Your data already has the answers.
Your systems can't reach them.
Six departments. Six identifiers. One property.
Assessor, water, health, building, meetings, GIS — each uses a different key for the same parcel.
Risks hide between departments.
Flood-zone properties with expired septic. Oil-heated homes with elderly residents. All invisible in silos.
Months to answer urgent questions.
Which neighborhoods have energy vulnerability? Where should emergency resources go? Nobody can answer fast.
Millions leave the tax base every year.
Assessment errors, non-compliant properties, missed fees — compounding annually, undetected.
A digital twin of your municipality.
Every parcel. Every record. Queryable.
We read from your existing systems — never replace them — and unify everything to a single parcel key.
existing source
transcripts, records
per parcel
in plain English
3–4 weeks to go live · 95–96% extraction accuracy · Nothing changes in your existing stack
Cross-references heating type, home value, owner status, system age across every parcel:
- 1,000+ oil-heated homes identified town-wide
- Vulnerability scored by heating cost burden
- Resident vs. absentee ownership filtered
- Clustered geographically for installer efficiency
- $100K grant allocation optimized across tiers
Replaces months of energy planning consultant work.
Layers environmental constraints, property data, and community context into one model:
- Wetlands, aquifers, flood zones from state/county data
- Septic variances and Title 5 compliance status
- Cross-parcel geospatial constraint analysis
- Owner residency — who's there during a storm?
- Meeting mentions of environmental concerns
Exportable as shapefiles for GIS or CSV for emergency management.
Connects decades of records to surface systemic inequities:
- Inspector patterns — who gets favorable assessments
- Depreciation anomalies across property classes
- Effective-year resets with no documentation
- COD analysis against IAAO fairness standards
- $5.2M annually in unprotected revenue found
Equitable assessment is the foundation of community trust.
The same system answers all of these.
“Where can we add 50 ADU units without rezoning?”
Parcel eligibility, basement capacity, ownership, zoning — policy-ready in seconds.
“Allocate $100K in heat pump grants to the most vulnerable.”
Heating type, home value, residency — optimized across tiers.
“Which neighborhoods have the most elderly residents in flood zones?”
Environmental layers + demographics + infrastructure age.
“Find every unpermitted short-term rental owned by an LLC.”
893 found in one town. $5.2M in annual revenue recovered.
“Which water mains serve the most properties with no backup?”
Utility data + parcel density + community impact — prioritized.
“What are residents saying about the new development?”
Every speaker, every meeting, linked to properties and topics.
Up and running in 3–4 weeks.
No systems replaced. No IT projects.
from 6+ systems
every output cited
in one town
that was going uncollected
Months of consultant analysis
Policy questions answered in seconds. Energy targeting, compliance, housing — on demand.
A file you own forever
CSV, shapefiles, or OpenGov integration. No vendor lock-in.
What's hiding in the gaps
Violations, vulnerabilities, inequities — compounding every year undetected.
Your community's resilience
Evidence-based decisions on energy, environment, equity, and emergency readiness.
Bring your hardest question.
We'll answer it in front of you.
Real parcels. Real data. Your town or ours. 15 minutes.