Clean data. Connected systems.

We build the data foundation that makes AI and automation actually work. If your data is messy or your systems do not talk to each other, nothing downstream will deliver.

What we build

Every AI project, every automation, every dashboard starts with the same thing: data that is accurate, accessible, and connected. That is what we build.

Data modeling. We design data structures that match how your business actually works. Entities, relationships, naming conventions, and schemas built for clarity and scale.
Pipeline design. ETL and ELT pipelines that move data from where it lives to where it needs to go. Scheduled jobs, real-time syncs, error handling, and monitoring included.
Cloud infrastructure. We set up and configure the cloud environments your data lives in. Azure, Salesforce Data Cloud, and hybrid architectures designed for your workload.
Platform migrations. Moving data from legacy systems to modern platforms without losing records, breaking relationships, or disrupting operations. We have done this dozens of times.
System integrations. Connecting CRM, marketing, core banking, and operational systems so data flows automatically. No more manual exports, no more spreadsheet handoffs.

Platforms we work with

We are not tied to a single vendor. We pick the right tool for the job and know how to make them work together.

Integration platforms. Talend, Jitterbit, CastIron. We have built production pipelines on all three and know when each one is the right fit.
Custom scripting. Python, Node.js, SQL, and shell scripts for jobs that do not fit neatly into a platform. Sometimes a well-written script is the best integration.
Salesforce ecosystem. MC Connect, Data Cloud, Marketing Cloud data extensions, CRM data models. We know the Salesforce data layer inside and out.
Azure. Azure Data Factory, Azure SQL, Blob Storage, and Logic Apps. We build data pipelines and infrastructure on Microsoft's cloud.
Cross-platform sync. Keeping data consistent across systems that were never designed to work together. Conflict resolution, deduplication, and real-time or batch sync strategies.

Common projects

Most of our data work falls into patterns we have solved before. Here is what we see most often.

Legacy to Salesforce migrations. Moving data from on-premise databases, flat files, or older CRMs into Salesforce. Full mapping, transformation, validation, and go-live support.
Marketing to CRM connections. Connecting Marketing Cloud, email platforms, or ad systems to your CRM so leads, engagement data, and campaign attribution flow automatically.
Data pipelines for reporting and AI. Building the data feeds that power your dashboards, analytics, and AI models. Clean inputs, consistent schedules, reliable outputs.
Sync issue resolution. Diagnosing and fixing data sync failures, duplicate records, broken integrations, and inconsistent data across systems. We find the root cause and fix it permanently.
Data models for growing businesses. Designing data architecture that scales with your organization. We build structures that handle growth without needing a rebuild every two years.

Why it matters

Bad data kills AI before it starts.

Every AI model is only as good as the data behind it. If your data is incomplete, duplicated, or stuck in silos, no amount of machine learning will save you. We fix the foundation first.

Disconnected systems cost you money.

Manual data entry, export-import routines, and spreadsheet handoffs are not just slow. They introduce errors, waste your team's time, and create risk. Connected systems eliminate all of that.

You cannot automate what you cannot trust.

Automation only works when the data flowing through it is reliable. We build the architecture that gives you confidence to automate, scale, and make decisions based on what your systems tell you.

Talend, Jitterbit, CastIron Integration platforms

Azure & Data Cloud Cloud infrastructure

Enterprise Clients Mid-market & Fortune 500

7+ Years Data & integration work

Let's talk data.

Tell us what your data looks like today and where you need it to go. We will tell you how to get there.