Nonprofit Solutions · Donor Intelligence · Read the case study →

The analytical layer between your donor database and your next appeal.

Your CRM holds what you already know. Parcenomics builds the layer that tells you what you’re missing, what’s wrong, and who’s no longer there — and delivers your next campaign ready to mail. For the cost of one wasted direct mail send, you get a resolved donor universe, a prioritized prospect list drawn from public records in your service area, and an actionable accounting of everything that’s broken in your contact data. We work with organizations that have outgrown doing this by hand but haven’t reached the scale where an enterprise data platform is affordable or appropriate.

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9,5187,194
Source records resolved to households in a recent engagement for a local services organization. 548 duplicate records merged at the household level. 26 individuals reclassified as the entities they actually represent. 985 couples reordered woman-first per modern mail conventions.
21 + 4
Deceased-donor resolutions identified through regional obituary cross-reference. 21 auto-applied (high confidence, same town); 4 surfaced for operator review (possible namesakes). Every one of them was a family that would have received a letter addressed to their deceased spouse.
1,776
CRM data quality findings — categorized and actionable. 1,280 records missing ZIP5. 474 with no usable address at all. Each one documented with the specific reason it wouldn’t deliver, ready for the CRM cleanup the development office has been meaning to do.

Every appeal begins with a list that isn’t ready.

Active donors live in the CRM. Lapsed donors sit in old exports. Prospects arrive from wealth-screening services in one format and board referrals in another. Property and residency information — who actually lives in your service area, whose address has changed, who is no longer living — exists in public records that never reach your database. Preparing each appeal means reconciling these sources by hand, which is why duplicates get mailed twice, widows receive letters addressed to their late spouses, and the prospect with the lake house in your primary town is never identified at all. A single bad send costs more in wasted postage and relationship damage than most development offices have time to quantify.

Donor Intelligence. Three deliverables per engagement.

We ingest your donor and prospect lists, cross-reference them against regional property records, obituary feeds, wealth indicators, and address validation sources, and deliver three things before your next campaign drops. Each one is a spreadsheet your development office can act on the day it arrives.

Deliverable 01

Campaign-Ready Universe

One resolved mail file, three tier-segmented mail files (Current, Lapsed, Prospect), and one email file. Every household appears exactly once. Couples share a record; their salutation uses both first names; the envelope line reflects their deed or registration order. Single-last-name households collapse to “Dorothy & David Collari”; different-last-name households preserve both full names. Organizations address formally on the envelope and default to “Dear Friend” unless a principal’s name is known. Ready to drop into your fulfillment house with zero cleanup.

7,194 resolved households 1,074 Current · 716 Lapsed · 5,404 Prospect 909 email-deliverable records
Deliverable 02

Data Quality Report

A categorized, actionable sidecar documenting every record that couldn’t be mailed and exactly why. Missing ZIP, incomplete street, PO Box-only with no city, state absent. 21 donors confirmed deceased (HIGH-confidence obituary match in same town), auto-applied: deceased spouse removed, salutation rebuilt, both-deceased households dropped. 4 donors possibly deceased (LOW-confidence, possible namesakes), surfaced for your review with full obituary context. 26 individuals reclassified as the LLCs and trusts they actually represent. 548 duplicate records merged at the household level. An audit trail row for every one of the 9,518 source records explains the pipeline’s decision.

1,776 no-mail records flagged & categorized 25 deceased resolutions (21 auto, 4 review) 548 household duplicates merged
Deliverable 03

Appeal Intelligence

The opportunities hiding in your data. Tribute gift candidates identified through obituary cross-reference — including the family whose loved one explicitly named your organization in their obituary, an outreach opportunity the CRM cannot surface on its own. Planned-giving candidates flagged by age, engagement depth, and giving tenure. Lapsed donors confirmed to still live in your service area through assessor records (not lost to moves, just dormant). New prospects with property in your service area held in LLC or trust structures, with the human principals surfaced and scored. The analysis that converts a mailer into a campaign with a thesis.

Tribute-intent surfaced per run Legacy candidates scored by age + tenure Service-area prospects behind every LLC and trust

What’s under the hood.

Six analytical capabilities run across every engagement. Each one solves a problem that costs small nonprofits real money when done by hand — and is almost never done at all.

Multi-source entity resolution

Donors appear differently across CRM exports, prospect lists, and public records. Nicknames, maiden names, couple entries, LLC ownership — our pipeline resolves them into a single household identity.

Regional obituary cross-reference

We maintain registries of local funeral homes, regional papers, and community death notices across the geographies we serve. Your donor file is checked against every name, so grieving families don’t receive a letter addressed to the deceased.

Property-record prospect expansion

Public assessor data reveals every property-owning household in your service area, including those held in LLC or trust structures. We surface the humans behind the entities and match them to your existing donor patterns to identify prospects with capacity and proximity.

Address and deliverability validation

USPS-standard address normalization, PO Box handling, apartment and unit disambiguation, and deduplication at the household level. What goes into your mail house is what will actually deliver.

Tier-segmented mail logic

Current donors, lapsed donors, and prospects receive different letter versions. Couples receive couple-appropriate salutations; singles receive singular ones; entities receive formal addressing with personalized internal greetings where appropriate.

Planned giving candidate identification

Legacy gifts are the highest-value, lowest-cost revenue any nonprofit can cultivate — but most organizations lack the data to target the right donors. We flag candidates by age, wealth indicators, and engagement depth so your planned giving program has a list to start from.

A real engagement, in full.

A local services organization engaged Parcenomics for a county-wide donor intelligence build. Like most small nonprofits, its donor information lived across multiple disconnected sources. Here is what we found, and what we delivered.

Case Study · April 2026

A Local Services Organization

County-wide service area · 9,518 source records · 2,000+ historical donors
9,518
Source records ingested
7,194
Households resolved
21+4
Deceased resolutions
1,776
Quality issues flagged

The Challenge

Donor data fragmented across a CRM export, fourteen prospecting files, and five town assessor databases — each with different schemas, name conventions, and household definitions. Manual reconciliation was taking the Development office weeks per appeal and still producing duplicate sends and letters addressed to deceased supporters.

The Engagement

We built a single resolved donor universe, cross-referenced it against regional obituary data to identify deceased donors and widowed spouses, segmented the result into three giving tiers, and produced campaign-ready mail and email files — each with a full audit trail and data quality sidecar.

What We Found

1,074 current-donor households, 716 lapsed donors worth re-engaging, and 5,404 qualified prospects within the service area. 21 households where a donor had died but their name remained on the mail file — auto-corrected to mail the surviving spouse only. 4 additional possible deceased matches surfaced for operator review. 548 duplicate records merged. 26 individuals reclassified as the entities they actually represent. 1,776 records needing address or completeness cleanup, categorized by specific failure reason.

Tribute Intelligence Found

The obituary of a longtime supporter explicitly requested donations to the organization in lieu of flowers — an outreach opportunity the development office could not have surfaced from its CRM alone, but which our pipeline flagged automatically through regional obituary cross-reference. That single tribute, properly handled, could recover the full cost of the engagement.

For the cost of one wasted direct mail send, Parcenomics delivers a resolved, segmented, appeal-ready donor universe — and the data quality intelligence to keep it that way. The infrastructure we build for one nonprofit compounds in value for every nonprofit that follows in the same service area.

Synthesis across silos.

Your organization has the data. It just exists in different silos — the CRM, the wealth screens, the public records, the obituaries that never reach your database at all. Parcenomics synthesizes these data sets, verifies them against the geographies and communities you actually serve, and produces analytical options for your development leaders to consider.

Priced for the organizations that need it most.

Our engagements are sized to the scale of your donor file and the depth of analysis your appeals require. A grassroots organization with a few hundred donors pays a different price than a regional nonprofit with a multi-thousand-record file — and both are less than what a single bad mail send costs in wasted postage and relationship damage. We work primarily with organizations in the $500K to $15M annual revenue range, and we structure engagements around your appeal calendar — not ours. Consortium pricing is available for nonprofits working through regional nonprofit support organizations. Every engagement begins with a no-obligation conversation about your current data, your appeal goals, and what we’d expect to find. If we don’t see a path to meaningful ROI for your organization, we say so.

Your next appeal deserves a list worth reading.

Tell us about your organization, your appeal calendar, and the data you’re starting from. We’ll tell you what we’d find.

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