I need data
Find or build the right dataset
Browse current catalog products or scope a custom dataset by industry, geography, fields, record type, and intended use.
Business data services and practical automation
Cleaner data. Better workflows. Practical delivery.
Oddity Software helps businesses source, clean, enrich, transform, and maintain structured data, then connects it to the systems and workflows that depend on it.
Scoped around the outcomeFlexible formats and deliveryHuman review where it matters
Start with your situation
Choose the route that matches the work in front of you
You do not need to know the technical solution first. Start with what you have and what the finished result needs to accomplish.
I have a list
Clean, match, and enrich existing records
Improve inconsistent or incomplete records with normalization, contact fields, address work, geocoding, and custom enrichment.
I repeat this work
Turn the process into a dependable workflow
Connect intake, validation, transformation, reporting, notifications, and delivery with useful review points and evidence.
What we do
Services built around the job, not a generic package
Start with one focused project or combine services into a managed data workflow.
Custom data sourcing
Define the industries, locations, fields, and coverage you need. We assemble a practical dataset around the real use case instead of forcing a near-match.
Scope a custom datasetCleanup & normalization
Standardize inconsistent values, remove duplicates, validate structure, and prepare messy files for dependable analysis, import, or outreach.
Explore data cleanupAppend & enrichment
Add useful contact, business, geographic, classification, or operational fields where reliable matching supports your project.
Review enrichment optionsRecurring data refreshes
Replace stale records on a sensible schedule, receive change files, or maintain a repeatable refresh process with documented delivery.
Plan a refresh programConversion & delivery
Move data between CSV, Excel, JSON, SQL, and database formats, with field mapping and packaging that fit the destination system.
Request another formatWorkflow & API automation
Connect data intake, validation, reporting, notifications, and internal tools so repeatable work happens consistently, with review points where they matter.
Discuss an integrationCommon project questions
What to expect before work begins
A useful proposal starts with the source, intended outcome, constraints, and delivery requirements.
Can you work with an existing file or database?
Yes. We can review structured exports, spreadsheets, database tables, or another practical source format before recommending cleanup, enrichment, conversion, or automation.
Do projects require an ongoing contract?
No. Work may be a defined one-time delivery, a recurring data refresh, or an integrated operational workflow based on what the job actually requires.
Can an existing Oddity database be customized?
Often, yes. A catalog product may serve as the starting point for different fields, geography, formatting, enrichment, or a more focused customer-specific build.
How is pricing determined?
Pricing depends on source condition, record volume, fields, matching complexity, delivery format, update frequency, and the rights required for the finished data.
Flexible engagement
Use the level of support the work actually needs
Project delivery
A defined dataset, cleanup, conversion, or integration with a clear scope and handoff.
Managed refresh
Scheduled updates, quality checks, change files, and repeatable delivery for data that cannot sit still.
Operational workflow
Data processing connected to your website, portal, database, reporting, or internal business tools.
A clear working process
From rough requirement to dependable delivery
- 1
Review & scope
We identify the source, required fields, intended use, constraints, and success criteria.
- 2
Sample & validate
When appropriate, we inspect or produce a representative sample before the full build.
- 3
Build & quality check
The data or workflow is produced with structural, coverage, and delivery checks.
- 4
Deliver & support
You receive a practical handoff, with follow-up help for questions or integration issues.
Have a difficult data problem?
Tell us what you have, what is missing, and what the finished result needs to do.
We will help identify the most practical route: custom work, an existing catalog product, or a combination of both.