Big Data Architecture & BPO Software

Engineering a High-Performance Data Warehouse for 60M+ Records.

How a boutique unit of just 3 senior engineers acted as the entire technical department for a US-based BPO provider — building a hyper-scalable lead storage and processing ecosystem.

Client:Seevian Solutions
Industry:BPO / Sales
Duration:3 Years
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3yr

Project Duration

Long-term engagement

3

Senior Engineers

Boutique team size

60M+

Records

Active lead database

Full-Cycle

Ownership

Architecture to DBA

01 — The Challenge

The Big Data Bottleneck.

Seevian Solutions, a fast-growing US-based BPO and sales organization, was drowning in data. They urgently needed custom infrastructure to manage tens of millions of leads — and a partner with rare expertise in high-volume data warehousing who could take total ownership of their core software assets.

No Scalable Storage

Tens of millions of leads with no scalable storage or retrieval architecture.

No Internal Capacity

No internal engineering capacity to build mission-critical data systems.

Compliance Exposure

Compliance risk without automated DNC scrubbing at scale.

Growth Bottleneck

Business expansion blocked by the absence of a high-performance data platform.

Data Pipeline — Before Roxosoft

CRM Export (.csv)unstructured
Partner API Feedunstructured
Manual Upload (.xlsx)unstructured
Web Form Submissionsunstructured
↓ no warehouse ↓
60M+ leads — no scalable home
search latency: unacceptable
02 — The Roxosoft Approach

Fractional Engineering Department.

Three senior engineers acting as a complete in-house technical team — from architecture to database administration.

01

Total Technical Ownership

We didn't just build an app — we became the entire IT backbone. Our involvement spanned core product architecture, deployment, and ongoing database administration.

02

Data Warehouse Optimization

Handling 60+ million leads requires elite database engineering. We optimized OLTP and warehouse structures for instantaneous search, filtering, and retrieval across massive datasets.

03

Automated Compliance

We engineered advanced logic for federal and internal DNC (Do Not Call) scrubbing, keeping the client's operations fully compliant at scale with zero manual intervention.

03 — The Solution

A High-Performance Lead Intelligence Platform.

A unified ingestion, scrubbing, and retrieval ecosystem capable of handling tens of millions of leads with sub-second response times.

Lead Intelligence Platform

Live
Filter:State = TX, CASort:ID Desc
Lead IDNameStateDNC StatusSource
LD-00291James HartwellTXCleanAPI Feed
LD-00292Maria ChenCACleanCSV Import
LD-00293Robert DawsonFLDNCWeb Form
LD-00294Sarah MitchellNYCleanAPI Feed
LD-00295David NguyenWACleanPartner API
Showing 5 of 60,000,000+ recordsSearch: < 1s

DNC Compliance Engine

✓Federal DNC Registry
✓Internal DNC List
✓State-Level Rules
✓Auto Re-scrub (30d)

Automated — zero manual intervention

Database Growth

Year 112M
Year 235M
Year 360M+

Configurable Data Importing

Any source, any format. CSV, XLS, API feeds, and custom connectors funneled into a single normalized warehouse schema.

Advanced Export Tooling

Segment, filter, and export precisely defined lead sets with multi-condition query builders and scheduled delivery pipelines.

High-Performance SQL Warehousing

Optimized OLTP and analytical schemas for sub-second retrieval across 60+ million records with zero degradation at scale.

04 — The Impact

Scaling Without the Overhead.

A boutique senior team replaced an entire in-house engineering department — delivering a compliant, high-performance lead platform that scaled with the business.

Aggressive Scale Unlocked

Seevian deployed business-critical data systems that enabled them to aggressively scale BPO operations and dominate their market segment.

Zero Internal IT Overhead

A fully staffed engineering department without the cost of hiring, managing, and retaining senior in-house talent.

Legal Compliance at Scale

Automated federal and internal DNC scrubbing ensured full regulatory compliance across every lead — with no manual intervention.

Rock-Solid Performance

A highly optimized data warehouse capable of managing 60M+ leads with instantaneous search even under peak operational load.

“They gave us a rock-solid, incredibly fast platform capable of managing over 60 million leads — without us ever having to hire a single engineer.”

Seevian Solutions

US-Based BPO & Sales Organization

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Drowning in complex data architecture?

Whether you need a high-volume data warehouse, a full-cycle engineering partner, or help untangling years of technical debt — our founders are ready to listen.

What Happens Next?

1

We Analyze Your Requirements

Our founders will personally review your project details and reach out to discuss your vision and goals.

2

NDA & Confidentiality

If needed, we sign a Non-Disclosure Agreement to ensure your ideas and data stay fully protected.

3

Project Proposal

We submit a comprehensive project proposal with timeline, milestones, and a transparent cost breakdown.

Why CTOs Choose Roxosoft

  • Direct access to founders and tech leads — no middlemen
  • 75%+ of our team are senior-level engineers
  • Microsoft, AWS, and Google certified professionals
  • Average client relationship: 5+ years

Offices in United States · Portugal · Spain · Senior data architects only.