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Analytics surface tracing pipeline cleanly
Vol.02 · Data Solutions 
Data Solutions

Clean data.
Programs trust it.

We build the data layer your demand programs depend on — ICP scoring, account and contact enrichment, dedup, normalization, and ongoing CRM hygiene so reps spend time on accounts that match the profile.

Pipeline
Raw records01
Scored & enriched02
Clean CRM layer03
Services/Data Solutions
02The data pipeline

Raw records in, fit accounts out.

ICP scoring, enrichment, dedup, and normalization with traceable sources — so every downstream program runs on data it can defend.

01Raw records
  • Dupes
  • Stale
  • Untraced
02Score & enrich
  • ICP fit
  • Sourced
  • Normalized
03Clean CRM layer
  • Deduped
  • Traceable
  • Routable
03Capabilities

What the program actually does.

ICP scoring

A defensible fit model applied across the account base.

Enrichment with provenance

Account and contact data with a documented source on each field.

Dedup & normalize

One clean record per entity, formatted for downstream rules.

Ongoing hygiene

Scheduled cleansing so the layer stays trustworthy over time.

01The challenge

Every program inherits the CRM's mess.

Duplicate records, stale enrichment, and untraceable sources compound downstream. Reps work out-of-ICP accounts and attribution can't be rebuilt.

Data Solutions — engineered against this from day one
04How we run it

A defined motion, not a retainer.

01

Define fit

The ICP model is scoped with the revenue team.

02

Enrich & trace

Records enriched with sources kept for audit.

03

Dedup & normalize

Entities resolved and standardized for routing.

04

Maintain

Hygiene runs on cadence so it doesn't rot.

05Outcomes

What this program is measured against.

Programs without metrics drift. We define what good looks like during scoping and report against it from week one.

Measured outcome

Cleaner CRM with traceable enrichment sources

Measured outcome

Higher fit-account density in active sequences

Measured outcome

Reduced wasted SDR cycles on out-of-ICP records

06FAQ

Questions buyers ask first.

You do. Enrichment, scoring, and hygiene work live in your CRM. We deliver methodology and audit trails, not a black box.
Yes — every enriched field has a documented source so revops can defend the data downstream.
Scope this program

DataSolutions.
Scopedtoyourspec.

A 30-minute working session with the strategist who would run it — not an SDR. We'll tell you honestly whether we're the right fit.