# Case Study: Distribution Intelligence at Scale — Datastruct × Acxiom

When a Tier 1 P&C insurance carrier's book started growing faster than their
ability to keep its data current, their distribution teams were reaching out
with stale information — and losing ground. This is how a five-year partnership
between Datastruct and Acxiom turned that around, delivering real-time lead
enrichment and continuous book monitoring at a peak of 20 million API
transactions a month.

## The Challenge

Distribution teams depend on current, high-quality data to reach the right
customer at the right moment. But the carrier's book was growing faster than
they could maintain visibility into it, and data staleness had become a
competitive disadvantage — leads were worked from outdated records, and renewal
and cross-sell opportunities slipped by unnoticed.

The carrier needed data that was not just accurate at a point in time, but
continuously refreshed, and delivered into the systems their teams already used
without adding manual data-quality work.

## The Solution

Working with Acxiom as the upstream data partner, we built two integrated
solutions on the Datastruct platform, layering Acxiom's data through our
validation and transformation layer before delivering it to Salesforce, batch
systems, and campaign feeds.

**Real-time lead intelligence.** Every new entry in the carrier's Salesforce
CRM is enriched before the first point of contact, delivering more than 500
attributes — firmographic data, household demographics, property details,
financial indicators, and predictive scores — so teams know who they are
contacting, and why, before they reach out.

**Continuous book monitoring.** The full customer book refreshes on a rolling
cycle, processing 3–6 million records a week through validation and business
logic tailored to renewal, cross-sell, and up-sell strategies. Crucially, the
enrichment payload includes life-event triggers and renewal-timing signals —
indicators not just of customer identity, but of the optimal window to make
contact.

## The Results

After five-plus years in production, the partnership has delivered results at a
scale few integrations reach.

**At scale:**

1. 1.2B+ API enrichments delivered.
2. 1B+ book records continuously monitored.
3. Peak volumes of 20 million API transactions a month.

**In day-to-day operations:**

1. Zero leads requiring manual data-quality triage.
2. Automated qualification that eliminates blank-form processing.
3. Distribution teams working from current data, with outreach timed to real
   life events and renewal windows.

What began as a fix for data staleness became a durable distribution advantage.
The carrier's teams shifted from chasing outdated records to acting on
continuously refreshed, decision-ready intelligence — reaching the right
customer, at the right moment, with the context to make the conversation count.

## About Datastruct

Datastruct is a global data technology company headquartered in New York City
with clients and teams worldwide. Our platform enables enterprises to activate
commercial data through a governed and scalable model, providing access to
diverse data sources while we handle vendor relationships, compliance, and data
operations end to end.

The Datastruct platform lets enterprises connect to multiple external data
sources, standardize, transform, and harmonize that data, and deploy it across
different workflow patterns (APIs, batches, delta shares, and more). Key use
cases include KYC/KYB, marketing and distribution, underwriting, and life-events
monitoring.

We primarily serve large enterprises in regulated industries including
insurance, banking, and lending, helping them manage external data securely and
efficiently.

Want to see how we can do the same for your team? Learn more at
[datastruct.co](https://datastruct.co/).