Spud Wire
From a Complex Data Problem to A Tight Market Window
How a dedicated team brought SpudWire to life, on time and on track.
Project at a Glance
What We Were Working With
Oil and Gas Data / GIS Analytics
Industry
Dedicated Development Team
Service
NextJS, MapLibre, PostgreSQL, PostGIS, Martin Server, BullMQ, Redis, ETL Pipelines, GIS Mapping
Technologies
Fractional CTO + 4 Engineers (Full Dedicated Team)
Team Size
5 Months
Duration
Project Overview
What Spud Wire Does
SpudWire is a GIS-based data aggregation and analytics platform for oil and gas professionals. It collects public well data, production records, land ownership information, and regulatory filings from state agencies across the US.
All of this information is presented through a single, map-first interface. Landmen, analysts, operators, and independent speculators can now access the kind of comprehensive data intelligence that was once available only through high-cost enterprise solutions. The platform is designed to be affordable and accessible for individuals and small teams.
The platform provides landmen, analysts, operators, and independent speculators access to insights that were previously available only through enterprise-level systems. It is fully live, and maintains 99.99% uptime, giving users a reliable, production-ready platform that they can trust.
The Challenge
What Spud Wire was Up Against
SpudWire had a solid foundation, but the team faced a mountain to climb.The platform had potential. The Oklahoma ETL infrastructure was in place but limited resources, tight timelines, and technical complexity left the product at risk of stalling. Every delay threatened early traction, investor confidence, and the chance to compete with entrenched incumbents.Three problems were compounding at the same time.
The Build Was Too Wide to Carry Alone
The frontend needed a map-first React interface with layers, filters, search, and analytics. The backend had to scale ETL pipelines across all 50 states. Every state delivered data differently and in unique formats. QA, design, and project management had to run in parallel, making coordination complex.
The Market Window Was Tight
Competitors were entrenched and well-funded. SpudWire had a real opportunity but only if the platform went live before the market window closed. Every month of delay meant the incumbents held their advantage.
Technical Complexity Was Specialized
PostGIS, GIS mapping, multi-state ETL pipelines. SpudWire needed experts who could engage at a high technical level immediately, without basic training or hand-holding.
The Solution
How We Helped
A dedicated team of four engineers took over full end-to-end delivery across the five-month engagement.
Engaged at the Technical Level Needed
The CTO and technical lead dived into stack decisions, PostGIS architecture, and ETL pipeline design from day one. SpudWire didn’t need to simplify requirements, the team was already at the right technical level.
Built on Existing Infrastructure
Rather than starting from scratch, the team integrated with Spud Wire’s existing repositories and ETL architecture. Domain knowledge stayed at the center of every decision. The team added speed and capacity, not a different direction.
Delivered a Full Team in One Place
Frontend, backend, QA, design, and project management were all handled through a single engagement. No vendor handoffs. No gaps. No lost context.
Structured For Investor Credibility
Scrum-based two-week sprints, Jira for visibility and GitHub for version control. The platform was ready to impress investors and early customers from the first demo.
Keeping Delivery Continuous
What Happened When Things Changed
The five-month engagement covered a significant amount of ground. Here is how the team handled the moments that matter.
1
ETL Complexity Across States
Each US state delivers regulatory data differently like SFTP, web scraping, Excel, CSV etc with field naming and structural quirks accumulated over a century. The team built an adaptable pipeline architecture that could absorb new states without needing to rebuild from scratch.
2
Managing Scope Efficiently
Six structured sessions from discovery to handover ensured nothing was ambiguous when development began. Every feature, priority, and architectural decision was documented before a sprint started. All changes went through the process, never around it.
3
Built for Due Diligence and Reliability
99.99% uptime architecture, and API access for enterprise tiers were built in from the first sprint. The platform was credible, secure, and investor-ready from day one.
Results
What Spud Wire Achieved
100%
Sprint completion — on time, within budget
99.99%
Uptime across the platform
50%+
Reduction in delivery costs vs. traditional software vendors
Zero
Production downtime
From the Client
What Spud Wire Said
6sense HQ delivered a working UI, marking the project's success. The team was highly responsive to changes and updates, and they consistently delivered tasks on time. Their understanding of the project's intent and thorough competitive research was commendable.
Gabriel Sotomayor
Founder, Jeter AI