Opervics
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Data Enrichment

Data enrichment,
at verified scale.

Enrich your existing records with verified information — company details, contact data, firmographics and market signals — with AI-assisted sourcing and human-verified accuracy.

Verified sources only Every enriched field traceable to a source
Company & contact enrichment Firmographic, contact and account-level data
Human QA on every batch Error rates and accuracy trends reported weekly
Overview

What data enrichment covers

No unverified data
Every enriched field is sourced and traceable — no filler

CRM and prospecting data decays continuously — companies change names, contacts move roles, market data goes stale. Without enrichment, sales and marketing teams work from partial or outdated records.

Opervics runs data enrichment as a managed function. AI-assisted sourcing gathers data at scale; human reviewers verify each field before it's added to your records.

We work inside your CRM, prospecting tools and data warehouse — with role-based access set by you.
What's Included

Inside our data enrichment engagement

Company & contact enrichment

Company profiles, contact records, titles and contact details.

Firmographic data

Industry, size, revenue range, location and technology stack.

Market signals

Funding events, hiring signals, product launches and news.

Verified sources only

Every field traceable — no filler or unverified data.

Dedup & merge

Duplicates detected and merged with human review.

Weekly reporting

Coverage, accuracy and enrichment trends reported weekly.

Problems We Solve

The data enrichment problems we run into most

Common Challenges

What teams run into before they switch.

These are the same operational issues we see across clients — and the same ones our process is designed to remove.

01

Incomplete records

CRM records with missing fields cause stalled outreach and bad segmentation.

02

Stale data

Contacts change roles, companies change names — records go out of date.

03

Unverified enrichment

Filler or fake data added by automated tools — worse than no data.

04

No source trail

Cannot verify where enriched fields came from.

05

Manual enrichment

Sales reps doing their own enrichment — inconsistent and slow.

06

Scale friction

Manual enrichment cannot keep up with growth.

Security & Compliance

Guarded by design — not bolted on.

Every service inherits the same baseline security posture, then adds service-specific controls on top.

Data handling

Encryption in transit and at rest, role-based access, and least-privilege workflows across every account.

Access control

NDA-bound teams, restricted environments, and auditable access logs for regulated services.

Human-in-the-loop QA

AI output is reviewed by trained specialists before it reaches your systems — no blind automation.

Reporting & audit

Service-specific SLAs, tracking, and audit-ready reporting from day one.

Frequently Asked

Data enrichment questions

Company details, contact information, firmographics, technology stack, funding events, and market signals.

Verified public records, third-party business data sources, and trusted databases. Every enriched field is sourced and traceable.

No. If a field cannot be verified, we leave it empty. Enriching with unverified data is worse than not enriching at all.

Yes — we enrich existing records as well as new ones. Bulk enrichment of historical records is common.

Sampling on every batch, with accuracy trends, coverage rates and error rates reported weekly.

Per record, per batch, per FTE, or as a monthly retainer — agreed upfront.

Ready to enrich your records?

A short conversation is usually enough to scope the process and propose a starting point.

Discuss your enrichment needs No commitment. No sales pressure.