One consistent view of the customer across every go-to-market system

Marketo tracks engagement, Gong captures conversation intelligence, ZoomInfo supplies contact data, and Openprise governs data quality — each holding a different slice of the same customer. Without integration, sales and marketing end up working from incomplete, inconsistent records.

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What it takes to connect multiple systems into one

Data flow assessment

Assess current data flows and gaps across Salesforce, Marketo, Gong, ZoomInfo, and Openprise.

Integration architecture & build

Design and build the integration - API-led, event-driven, or middleware/iPaaS -connecting Salesforce with Marketo, Gong, ZoomInfo, and Openprise, matched to each platform's data model and update frequency.

Data quality & monitoring

Map, transform, and deduplicate data, route it back into Salesforce automatically, and monitor integration flows so failures are caught early.

From fragmented data to one connected pipeline

01
Assess

Assess current data flows and gaps across Salesforce, Marketo, Gong, ZoomInfo, and Openprise.

02
Design

Design the integration approach — API-led, event-driven, or middleware/iPaaS-based — matched to each platform's data model and update frequency.

03
Build & deploy

Build and deploy integrations connecting Salesforce with Marketo for lead and campaign data, Gong for conversation intelligence, ZoomInfo for contact and account enrichment, and Openprise for data quality and deduplication.

04
Map & deduplicate

Map, transform, and deduplicate data to keep lead and account records consistent across systems.

05
Route & monitor

Automatically route enriched, validated data back into Salesforce, with ongoing monitoring and alerting so failures are caught before they cause stale or duplicate data.

One system of record, not several to reconcile

Consistent, enriched records

A consistent, enriched lead and account record across marketing, sales, and revenue intelligence systems.

Less duplicate, stale data

Reduced duplicate and stale data in CRM.

Faster handoffs

Faster handoff between marketing and sales, based on shared, current data.

One system of record

Sales and marketing teams working from one system of record instead of reconciling several.

The technology behind the transformation

Frequently asked questions

How fast can you start?

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No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.

Can the work be co-authored or made public?

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No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.

How do you handle confidentiality and data?

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No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.

Do you run the actual training?

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No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.