
Let's build together.
Talk with a senior engineer about your product idea, architecture, and what it would take to build it.
6
years on the market
73%
new clients come from referrals
510+
finished projects
80+
software engineers
Services we offer
- 01Business Analytics
> From Raw Numbers to Real Decisions <
Aurora companies sit on enormous volumes of operational and customer data spread across diverse data sources. Most of that information never reaches the people who need it. Our team designs custom business analytics solutions that connect your systems, structure your data, and surface actionable insights through interactive dashboards and predictive modeling. We handle everything from initial data architecture to ongoing refinement, so your team can analyze data without waiting on engineering tickets. Business analytics predicts future outcomes using statistical models, while business intelligence focuses on historical data analysis. The line between BI and analytics has blurred in modern tools, and we embrace that overlap. Our work covers all four types of analytics: descriptive, diagnostic, predictive, and prescriptive. Each layer adds depth. Descriptive analytics summarizes historical data into reports and dashboards. Diagnostic analytics identifies root causes behind data patterns. Predictive analytics forecasts future outcomes using historical patterns. Prescriptive analytics recommends actions based on predictions and optimization.
- Custom dashboard engineering with drill down capabilities
- Predictive modeling tied to concrete business outcomes
- Automated data pipelines from diverse data sources
- Self service analytics for non technical business users
- Compliance ready reporting with full audit trails
> ANALYTICS THAT ANSWER THE RIGHT QUESTIONS <
What if your team could identify trends and respond to operational shifts in minutes instead of days? AI features in analytics tools enhance exploratory analysis and anomaly detection, and we integrate machine learning where it produces measurable returns rather than complexity for its own sake.
- Real time KPI monitoring across departments
- AI driven anomaly detection in large datasets
- Data governance and security from day one
- Incremental rollout with measurable milestones
- 02IT Consulting
> STRATEGY BEFORE SPENDING <
Many Aurora organizations invest in technical resources without a coherent analytics infrastructure plan. We assess your current systems, map dependencies, and recommend architecture changes that align with your actual objectives. Our IT consulting engagements focus on clarity: what to keep, what to replace, and what to connect. Organizations increasingly use real time analytics to respond to market changes, and your infrastructure needs to support that shift. We help teams make decisions about cloud native platforms, on premise systems, and hybrid work environments without vendor pressure or abstract roadmaps.
- Infrastructure assessments for analytics readiness
- Cloud migration planning and execution
- Vendor neutral technology recommendations
- Security and compliance architecture reviews
- Integration strategy for legacy systems
- 03Digital Transformation
> MODERNIZE WITHOUT BREAKING WHAT WORKS <
Digital transformation is not about replacing everything. It is about connecting data, automating repetitive work, and making information accessible. Aurora companies dealing with manual reporting cycles and disconnected tools lose days every month to tasks that should take minutes. We handle data migration, system integration, and workflow automation with minimal disruption. Cloud native analytics offers scalability and easier collaboration among teams, and our transformation work positions your organization to take full advantage. The goal is operational efficiency that compounds over time, not a one time upgrade that creates new problems.
- End to end data migration with zero loss guarantees
- Workflow automation for recurring reporting tasks
- System consolidation across departments
- Training programs for team adoption
- Performance benchmarks before and after rollout
- 04Product Management & Product Ownership
> TURNING ANALYTICS INTO A PRODUCT YOUR TEAM ACTUALLY USES <
Analytics tools fail when nobody owns the roadmap. We embed product management thinking into every analytics engagement, treating your dashboards, data models, and reporting layers as products with users, requirements, and iteration cycles. That means clear prioritization, stakeholder alignment, and measurable outcomes at every phase. Companies use business analytics to make informed decisions based on data insights, but only when the analytics product itself is well managed. We define metrics ownership, gather internal feedback, and ensure the analytics solution evolves alongside the organization's long term success rather than collecting dust after launch.
- Stakeholder discovery and requirements mapping
- Analytics roadmap with quarterly milestones
- Feature prioritization based on business impact
- User adoption tracking and iteration
- Documentation and knowledge transfer
- 05Database Design & Development
> YOUR DATA ARCHITECTURE IS YOUR ANALYTICS CEILING <
Every analytics solution is only as strong as the data warehouse and pipelines beneath it. We design database architectures using structured layering, moving raw ingestion through cleaned staging to analytics ready models. Aurora companies working with high data volume across multiple systems need architectures that handle complexity without creating bottlenecks. Our database engineering covers relational design, indexing strategies, and query optimization. Business analytics tools centralize data from various sources for analysis, and our architecture work ensures that centralization is fast, reliable, and secure. We work with structured data principles that keep your systems maintainable for years.
- Data warehouse design and optimization
- ETL pipeline engineering
- Schema design for analytics workloads
- Query performance tuning
- Data governance and access control layers
- 06Code Audits
> FIND THE PROBLEMS BEFORE YOUR USERS DO <
Existing analytics systems accumulate technical debt. Dashboards slow down. Pipelines break silently. Reports diverge from source data. Our code audits examine your analytics codebase, data pipelines, and reporting infrastructure for accuracy, performance, and security gaps. Organizations without analytics tools that undergo regular review struggle to track KPIs effectively, and even organizations with mature systems can drift. We deliver a detailed audit report with prioritized recommendations, estimated effort for each fix, and a clear path forward. Greater emphasis on data governance ensures quality and security in data analytics, and our audits enforce that standard across your entire analytics stack.
- Pipeline accuracy and data integrity checks
- Dashboard performance profiling
- Security vulnerability assessment
- Compliance gap identification
- Prioritized remediation roadmap
> From Raw Numbers to Real Decisions <
Aurora companies sit on enormous volumes of operational and customer data spread across diverse data sources. Most of that information never reaches the people who need it. Our team designs custom business analytics solutions that connect your systems, structure your data, and surface actionable insights through interactive dashboards and predictive modeling. We handle everything from initial data architecture to ongoing refinement, so your team can analyze data without waiting on engineering tickets. Business analytics predicts future outcomes using statistical models, while business intelligence focuses on historical data analysis. The line between BI and analytics has blurred in modern tools, and we embrace that overlap. Our work covers all four types of analytics: descriptive, diagnostic, predictive, and prescriptive. Each layer adds depth. Descriptive analytics summarizes historical data into reports and dashboards. Diagnostic analytics identifies root causes behind data patterns. Predictive analytics forecasts future outcomes using historical patterns. Prescriptive analytics recommends actions based on predictions and optimization.
- Custom dashboard engineering with drill down capabilities
- Predictive modeling tied to concrete business outcomes
- Automated data pipelines from diverse data sources
- Self service analytics for non technical business users
- Compliance ready reporting with full audit trails
> ANALYTICS THAT ANSWER THE RIGHT QUESTIONS <
What if your team could identify trends and respond to operational shifts in minutes instead of days? AI features in analytics tools enhance exploratory analysis and anomaly detection, and we integrate machine learning where it produces measurable returns rather than complexity for its own sake.
- Real time KPI monitoring across departments
- AI driven anomaly detection in large datasets
- Data governance and security from day one
- Incremental rollout with measurable milestones
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Regulatory pressure requires accurate, auditable reporting. We create analytics platforms integrating customer relationship management and financial data, helping teams track trends and meet compliance efficiently.
Healthcare
Patient data requires strict governance under applicable federal and state regulations. Our analytics solutions help clinical and administrative teams track outcomes, optimize scheduling, and maintain HIPAA compliance.
Education
Institutions managing student data require structured analytics to support decisions on enrollment and retention. Connecting systems and clear dashboards make education metrics accessible and actionable.
Construction
Project data on timelines, costs, and labor is vast. We link field and back-office systems, enabling project managers to spot overruns early and maintain efficiency across job sites.
Technology
Software teams generate metrics from deployment pipelines, user behavior, and monitoring. Our analytics engineering organizes this data so engineering leaders can prioritize work and allocate resources effectively.
Startups
Startups need fast trend identification without heavy infrastructure. We set up lightweight, scalable analytics platforms to track acquisition, retention, and unit economics, helping founders lead with real data.
Compliance
Compliance demands accurate, traceable reports. Our analytics systems automate evidence collection, flag anomalies, and ensure audit readiness, reducing prep time and supporting operations.
Energy
Energy companies process sensor and control system data to track consumption, forecast maintenance, and optimize output. We transform raw streams into accessible dashboards for data-driven operations.
Transparency at each stage
Discovery & Alignment
We audit your infrastructure and goals to find technical debt and create a clear, scalable transformation roadmap.
Technical Strategy
Senior engineers select optimal stacks and patterns, ensuring architectural reasoning for long-term scalability.
Iterative Development
Step-by-step solution detailing with regular demos of diagrams and docs to track every milestone as it happens.
Careful Validation
We conduct risk assessments and compliance audits to ensure the stability and viability of the future system.
Implementation Support
Full architectural oversight and team support during rollout to ensure precise execution of the designed vision.
Numbers Don’t Lie
Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.

WHAT IT WAS LIKE TO BUILD TOGETHER
Direct feedback from founders and product owners – including our partners right here in Aurora, CO – after shipping, scaling, and maintaining real production systems.
WHAT CHANGED IN PRACTICE
Clients didn’t stay because of promises. They stayed because delivery became predictable, ownership was clear, and the product kept moving forward after launch.
- 01Direct Access to Senior Engineers
Every engagement is staffed with senior engineers who have direct experience in data analytics and analytics architecture. You will not be assigned a junior team supervised by one experienced person three layers removed. Our engineers handle discovery, design, and implementation themselves. They bring job related skills from enterprise analytics projects across regulated industries. Communication is direct, technical, and efficient. That is how Aurora expects commitment to be demonstrated, and that is exactly what we deliver.
- 02Predictable Delivery
We define scope, timelines, and deliverables before writing a single line of code. Each sprint has a clear objective and measurable output that you can review. Surprises do not happen because we plan for edge cases and communicate early when something shifts. Our process is designed so that a successful candidate for any analytics initiative knows exactly where the project stands at any moment. Predictable delivery is not a slogan. It is how we operate every engagement.
- 03Built to Last Past Launch
Analytics systems that break six months after launch are worse than no system at all. We engineer for maintainability, documentation, and long term performance from the beginning. Code is clean and modular. Data pipelines include monitoring and alerting. Dashboards are designed for business management teams who will use them daily, not just for launch day demos. Active responsibility for system longevity is part of every project we take on.
- 04No Babysitting Required
Our systems run without constant oversight. Automated monitoring, clear documentation, and thorough knowledge transfer mean your team can operate independently after handoff. We design self service analytics tools that business users interact with directly, reducing reliance on external support. You will not need to rehire us for routine maintenance. The analytics platform becomes yours to own and extend. That independence is the whole point.
Technologies We Use
ENTERPRISE PLATFORMS & BUSINESS SYSTEMS
DATABASES & DATA INFRASTRUCTURE
ENGINEERING, DEVOPS & PRODUCT TOOLS
DATA ANALYTICS & AI
CLOUD PLATFORMS
Frequently Asked Questions
How is communication handled during business analytics projects?
We assign a dedicated point of contact with strong communication skills who manages all project updates. You will receive weekly status reports and have access to a shared project channel for real time questions. Sprint reviews happen on a fixed schedule so you can plan around them. We do not bury progress behind layers of management. If an issue arises, you hear about it immediately with a proposed solution. Transparency is a baseline, not an extra.
What types of business analytics projects are a good fit for SoftDoes?
We work with companies that need custom analytics solutions ranging from single dashboard implementations to full data platform engineering. Projects involving data warehouse design, predictive analytics, BI tool deployment, and compliance reporting are all within our scope. Short engagements like code audits are just as welcome as multi quarter implementations. If you need to analyze data across multiple systems or departments, that is exactly where we operate best. We work across data volume ranges and complexity levels. Aurora hires talented people, and we match that standard with every team member we assign.
Do you offer independent analytics audits or only end to end consulting?
We offer both. An independent audit evaluates your existing data analysis pipelines, dashboards, and infrastructure for accuracy, performance, and security. We produce a prioritized report with specific recommendations. If you want us to implement those recommendations, we can continue into execution. But there is no obligation. Many companies use our audit as a second opinion before committing to a larger data analytics initiative.
How do you handle scope and changes in business analytics implementations?
Scope is defined collaboratively during discovery and documented before any engineering starts. When changes come up, and they always do, we evaluate impact on timeline and resources before proceeding. Nothing changes without your approval. We use a structured change request process that keeps the project on track without rigidity. This approach prevents budget overruns and keeps deliverables aligned with actual business needs. Flexibility exists within a framework, not outside it.
Do you offer implementation oversight after the business analytics strategy is ready?
Yes. Strategy without execution oversight leads to drift. We offer post strategy implementation support where our senior business analyst reviews progress, validates that engineering matches the original architecture, and flags deviations early. This is especially important for organizations working with external development teams. Oversight can run for a defined period or on an ongoing basis. The goal is ensuring the final product matches the plan.
Will we own the code and IP for our analytics solution?
Absolutely. Every line of code, every data model, and every dashboard we create belongs to you. Full intellectual property transfer is standard in our contracts for all business analytics engagements. We do not retain licensing rights or create dependency on proprietary frameworks. Your team gets complete access to source code, documentation, and deployment configurations. You can modify, extend, or hand off the system to any other partner at any time. Ownership is non negotiable.
What makes SoftDoes different from a typical analytics agency?
Most agencies sell tools or dashboards. We engineer complete business analytics systems designed for your specific operations and data environment. Our team consists of senior engineers, not account managers who outsource the actual work. We partner closely with your internal teams rather than operating in isolation. Every solution is purpose designed, not adapted from a template. Aurora considers qualified applicants based on merit, and we apply the same principle: every project gets the right expertise, not whoever is available.
How do you price business analytics projects?
Pricing is based on scope, complexity, and timeline, defined after a thorough discovery phase. We do not use hourly billing that incentivizes slow work. Fixed scope engagements get fixed pricing. Ongoing retainers are available for continuous business analytics support and iteration. We present detailed proposals so you understand exactly what you are paying for before any commitment. Inclusion aurora considers candidates and projects on clear, transparent terms, and we apply that same transparency to every commercial conversation.
Benefits of Strategic Technology Consulting for Enterprises
Web development
For organizations navigating rapid growth, compliance pressure, or aging systems, strategic technology consulting offers a structured path from where you are to where your business needs to go.
How SoftDoes Builds Data‑Driven Systems for Modern Energy Operations
Energy
Oil and gas software development now centers on AI, cloud computing, and data management to enhance efficiency across upstream, midstream, and downstream operations.
How SoftDoes Builds Learning Platforms That Actually Fit Your Business
EdTech
Every organization reaches a point where generic learning management systems stop keeping up. When corporate training programs span multiple regions, compliance demands grow, and off the shelf lms tools can't integrate with your stack, it's time to think differently.



































