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Data Analytics Solutions in Denver, CODenver Flag

We partner with Denver businesses to turn fragmented systems and raw data into decision ready analytics, from ML pipelines and BI platforms to governance frameworks that actually work.

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  • 6

    years on the market

  • 73%

    new clients come from referrals

  • 510+

    finished projects

  • 80+

    software engineers

Services we offer

  • 01Data Science Services

    > DATA SCIENCE SERVICES <

    Most companies know they should use their data more effectively. Few have the internal data scientists or infrastructure to make that happen. Our data science services cover statistical modeling, machine learning, pattern recognition, and algorithm design that extract predictive and diagnostic value from large datasets. We engineer ML pipelines with feature engineering, model retraining, and monitoring so that results stay accurate over time rather than decaying after a few months. Denver companies face particular pressure to produce explainable models, especially in regulated environments where artificial intelligence decisions must be traceable. SoftDoes designs systems that satisfy those requirements without sacrificing analytical depth. AI and machine learning models are employed for prediction and automation across everything from demand forecasting to anomaly detection, and our denver team handles the full lifecycle from data collection through deployment.

    • Predictive modeling and forecasting
    • Customer behavior analysis
    • Anomaly detection systems
    • Natural language processing
    • Model retraining and monitoring
  • 02Data Analytics Solutions

    > DATA ANALYTICS SOLUTIONS <

    Fragmented systems create fragmented decisions. When reports require manual assembly from separate databases, the lag between event and insight can stretch to weeks. Our data analytics solutions connect your existing tools, whether ERP, CRM, scheduling, or custom software, into a unified analytics layer. We implement dashboards, KPI tracking, and diagnostic reporting that let leadership see what is happening now and understand why. Denver businesses need data driven decision making that works at the speed of operations, not the speed of spreadsheet updates. Data analytics evaluates business operations to uncover insights that would otherwise remain buried. SoftDoes engineers self service analytics environments where nontechnical users can query, filter, and explore without filing a ticket. Businesses can leverage specialized data analytics solutions to optimize operations across departments.

    • Real time reporting dashboards
    • KPI tracking and alerting
    • Cross system data unification
    • Root cause diagnostic tools
    • Self service query interfaces

    > REAL TIME DATA PROCESSING <

    Can your current systems tell you what is happening in your operations right now? AI integration supports real time decision making in modern data infrastructures, and most organizations are far behind where they need to be on this front.

    • Streaming data pipeline architecture
    • Live dashboard updates
    • Threshold based automated alerts
    • Event driven data processing
  • 03Enterprise Data Management

    > ENTERPRISE DATA MANAGEMENT <

    Data accuracy starts with how information is stored, cataloged, and governed at the infrastructure level. Many organizations run into the same problem: duplicate records, inconsistent formats, and no single source of truth. Our enterprise data management practice addresses storage architecture, metadata management, data quality rules, and lifecycle policies so that every downstream analysis rests on a reliable foundation. For companies operating in Colorado, where state and federal regulations impose strict requirements on data handling and access control, proper enterprise data management is not optional. SoftDoes designs cloud environments using platforms like Snowflake and BigQuery, implements data lakes and warehouses, and enforces access controls that satisfy compliance audits. We make sure your data platforms support current workloads and future analytical ambitions without accumulating technical debt.

    • Cloud data warehouse design
    • Master data management
    • Data quality enforcement
    • Access control and audit trails
    • Metadata cataloging
  • 04Data Strategy & Governance

    > DATA STRATEGY AND GOVERNANCE <

    Without a strategy, analytics investments tend to fragment. Teams adopt different tools, define metrics inconsistently, and produce reports that contradict each other. A data strategy clarifies an organization's long term goals, defines ownership, and sets policies for privacy, security, and ethical use. SoftDoes creates data governance frameworks that include role definitions, versioned policies, and compliance mappings tailored to your regulatory obligations. Colorado's evolving AI legislation and data privacy laws require documented governance. We help organizations ensure compliance while maintaining the flexibility to adopt new analytical methods and AI tools as they mature.

    • Governance policy development
    • Regulatory compliance mapping
    • Data ownership and stewardship roles
    • AI ethics and transparency standards
    • Privacy framework implementation

> DATA SCIENCE SERVICES <

Most companies know they should use their data more effectively. Few have the internal data scientists or infrastructure to make that happen. Our data science services cover statistical modeling, machine learning, pattern recognition, and algorithm design that extract predictive and diagnostic value from large datasets. We engineer ML pipelines with feature engineering, model retraining, and monitoring so that results stay accurate over time rather than decaying after a few months. Denver companies face particular pressure to produce explainable models, especially in regulated environments where artificial intelligence decisions must be traceable. SoftDoes designs systems that satisfy those requirements without sacrificing analytical depth. AI and machine learning models are employed for prediction and automation across everything from demand forecasting to anomaly detection, and our denver team handles the full lifecycle from data collection through deployment.

  • Predictive modeling and forecasting
  • Customer behavior analysis
  • Anomaly detection systems
  • Natural language processing
  • Model retraining and monitoring

We Turn Technology Into Results

Partner with a team that blends technical precision, creative design, and business insight. We’ll help you launch, scale, and dominate your digital niche.

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PRODUCTS BUILT ACROSS INDUSTRIES

Transparency at each stage

Discovery & Alignment

Defined goals and a precise roadmap ensure your vision is realized without unexpected pivots or hidden costs.

Technical Strategy

Senior engineers select the optimal tech stack with clear architectural reasoning for long-term scalability.

Iterative Development

Gain real-time access to code and staging environments with regular demos to track every milestone as it happens.

Careful Testing

Receive transparent QA, security, and performance audits to ensure a flawless and stable launch every time.

Deployment & Support

Stay in total control with full documentation and proactive monitoring to keep your systems running at peak performance.

You should talk to SoftDoes

Whether you need a full analytics platform, a governance framework, or a single predictive model, our Denver team will design and implement what your organization actually needs. Contact us to start the conversation about your data analytics transformation.

Get in touch

Numbers Don’t Lie

Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.

  • Finance
  • Energy
2026

Deepwater Insights

Deepwater Insights delivers proprietary alternative data and niche research on the offshore drilling and energy sector to institutional investors, family offices, and high-net-worth individuals who require coverage that larger firms don't provide.
Outcome
A brand-aligned editorial platform with premium content architecture gave Deepwater Insights a professional home for its research and a direct channel to investors beyond social media.
  • 100%Brand Continuity
  • 2Platform Distribution
  • 100%Paywall-Ready Content
View Full Case Study
Deepwater Insights case study screenshot
  • Real Estate
2026

The building buyer

The Building Buyer is a Florida-based real estate investment firm co-founded by Dylan Troiano and Charles Hanlin. They acquire single-family, multifamily, and commercial properties across South Florida and beyond, with a focus on motivated seller opportunities.
Outcome
SoftDoes built a proprietary lead generation and data extraction system that replaced hours of manual research each day, freeing the team to focus on deals instead of data.
  • 18Weekly hours saved
  • 2+Years Ongoing partnership
  • 1Fully owned Platform
View Full Case Study
The building buyer case study screenshot
  • Education
  • Non-Profit
2026

WOVEN & NICE

Woven is a Spring Valley, NY nonprofit running the NICE program (New Training Inclusive Community Environment) in four Rockland County schools. Their team supports students through restorative practices, mediation, and professional development for teachers and administrators.
Outcome
A full website rebuild gave Woven a cleaner, more navigable donation experience and a stronger digital presence to support their push into new school districts.
  • 4Schools Served
  • 4Weeks to Launch
  • 1STTime on Upwork
View Full Case Study
WOVEN & NICE case study screenshot
  • Healthcare
2026

CareInTouch

CareInTouch is a Bay Area home health agency providing skilled nursing and therapy services to patients referred from hospitals and clinics. With over 100 staff, they operate in one of the most complex and compliance-driven healthcare markets in the country.
Outcome
SoftDoes built a custom compliance and billing monitoring app that eliminated missed deadlines, reduced revenue loss, and gave ownership real-time oversight of the entire care workflow.
  • 40% Reduction In Billing Errors
  • 100+Staff Operations Managed
  • 0Missed Compliance Deadlines
View Full Case Study
CareInTouch case study screenshot
  • Startup
2026

Sparkle The Cleaning Service

Sparkle The Cleaning Service is a Detroit-area residential cleaning company with 10 years in business, connecting homeowners with vetted, insured independent cleaners through a subscription-based marketplace platform.
Outcome
Launched a two-sided marketplace that removes the middleman from cleaning transactions, letting cleaners earn more while giving customers a transparent, trust-first booking experience.
  • 75% Platform Transparency
  • 2XPlatform Growth
  • 40%Higher User Retention
View Full Case Study
Sparkle The Cleaning Service case study screenshot
  • Startup
2026

DineMate

DineMate is a Maryland-based dating and connecting platform built around verified profiles, restaurant reservations, and prepaid dining experiences. Founded to bring back authenticity to how people meet and connect.
Outcome
A fully custom web app, live on AWS, replaced a stalled mobile build and gave a first-time founder a scalable foundation to pursue users, partnerships, and investor capital.
  • 60% Time Saved
  • 99%System Reliability
  • 40%Higher User Retention
View Full Case Study
DineMate case study screenshot
  • Healthcare
2026

Prior Authorization AI

Prior Authorization AI is a healthcare automation startup building AI-powered tools to streamline prior authorization for Medicare and Medicaid medical transportation providers in New Jersey.
Outcome
Replaced a 16-hour manual document collection process with an automated intake and submission pipeline, freeing the founder to focus on clinical oversight instead of clerical work.
  • 16Weekly hours saved
  • 63%Admin time reduced
  • 43%Fewer submission errors
View Full Case Study
Prior Authorization AI case study screenshot
  • Education
2026

Grand Central Language Services

Grand Central Language Services provides translation and interpretation for organizations operating in complex, multilingual environments. As demand grew, internal workflows became harder to manage. SoftDoes built a custom platform to streamline coordination, improve visibility, and support scalable operations.
Outcome
The new platform brought structure to daily operations, improving project organization, reducing manual coordination, and increasing visibility across workflows. The system now supports more reliable delivery and gives the team a foundation for growth.
  • 72%Workflow Reduction
  • 48%Coordination Reduction
  • 83%Visibility Increase
View Full Case Study
Grand Central Language Services case study screenshot
  • Healthcare
2026

FMY Orthodontics

FMY Orthodontics, a multi-location practice in West Tennessee, partnered with SoftDoes to replace a spreadsheet-based financial workflow with a custom web platform. The goal was to simplify how staff present treatment financing while allowing patients and families to review and complete decisions remotely.
Outcome
The new platform streamlined internal workflows and removed manual spreadsheet work while giving patients a more flexible, modern experience. Staff spend less time coordinating financing, and families can review and finalize plans from home with ease.
  • 60%Workflow Reduction
  • 75%Remote Adoption
  • 5Locations Aligned
View Full Case Study
FMY Orthodontics case study screenshot
2025

FORBIDDEN ALCHEMY

Forbidden Alchemy is a Shopify-based e-commerce store created for a bold, underground fashion brand rooted in metalcore and occult aesthetics. The goal was to deliver a high-impact online experience that reflects the brand’s dark identity while providing smooth, conversion-focused shopping for mobile-first users.
Outcome
We developed a custom Shopify theme, immersive product experiences, and mobile-responsive UX. Every visual element—from typography to interactions—was tailored to strengthen the emotional pull of the brand within alternative subcultures.
  • 68%Faster Checkout
  • 41%Repeat Customers
  • 35%Cart Abandonment
View Full Case Study
FORBIDDEN ALCHEMY case study screenshot
2024

Bokeyno Motorsports

Bokeyno Motorsports is the leading mobile installer of vertical doors for high-performance cars. This Shopify website isn’t just about services—it’s a bold statement of power, style, and expertise. With a sharp layout, strong visuals, and real-world case studies, the site delivers all the information car enthusiasts need to book confidently and instantly.
Outcome
With a mix of dynamic layouts, curated gallery sections, and fast-loading interactions, we kept the user journey focused on action—whether it’s learning about supported models or requesting a quote.
  • 54%Booking Requests
  • 43%Lead Conversion
  • 32%Qualified Inquiries
Bokeyno Motorsports case study screenshot
2025

ai document processing platform

A comprehensive talent solution designed to help companies attract, hire, and retain top talent more effectively. The platform combines AI-powered recruitment technology with employee financial wellbeing programs, enabling smarter hiring decisions while supporting employees’ financial stability and long-term engagement.
Outcome
The new software significantly reduced staff steps for presenting and managing patient financing, replacing a manual workflow with a single streamlined system and improving clarity for both staff and patients.
  • 62%Faster Processing Time
  • 78%Less Manual Work
  • 35%Improved Accuracy
ai document processing platform case study screenshot
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WHAT IT WAS LIKE TO BUILD TOGETHER

Direct feedback from founders and product owners – including our partners right here in Denver, 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.

  • When you work with SoftDoes, you interact directly with the senior engineers doing the actual work. There is no account manager relaying messages to a junior developer you never meet. Our data scientists and engineers carry deep experience across analytics architectures, ML systems, and BI platform implementations. That direct access means faster problem solving and fewer miscommunications. Questions get answered by the people who understand the system because they are the ones designing it. This structure is how we maintain the technical expertise that complex data projects require.

  • We break every project into clearly defined milestones with specific deliverables at each stage. You know what is coming, when it will arrive, and what it will contain before any work begins. Our process is structured around realistic timelines based on actual engineering complexity, not optimistic sales estimates. Scope, timeline, and resource allocation are documented and tracked transparently. If something needs to shift, you hear about it immediately with a clear path forward. This is how we keep analytics delivery on track without surprises.

  • Many analytics projects look impressive in a demo and fall apart within six months when upstream data changes or nobody maintains the pipeline. SoftDoes engineers systems with durability as a core requirement, not an afterthought. Data engineering is critical for constructing lasting cloud infrastructure, and our architectures include monitoring, alerting, and error handling from day one. We design pipelines that adapt when sources change and dashboards that remain relevant as your business evolves. Modern data engineering integrates machine learning into data pipelines with proper versioning and retraining schedules. The goal is a system your team can rely on for years.

  • Our analytics systems run autonomously once deployed. Data engineering enables organizations to automate operations and derive insights without requiring constant manual intervention. We implement automated data quality checks, pipeline monitoring, and alert systems that catch issues before they affect your reporting. Your team should be using analytics, not maintaining them. SoftDoes designs every component with operational independence in mind so you are not dependent on us or anyone else to keep things running.

Technologies We Use

DATA ANALYTICS & BI

DATA SCIENCE & ML TOOLS

DATABASES

DATA PLATFORMS & WAREHOUSES

BIG DATA & DATA PROCESSING

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Let’s Build the Future of Your Business

Every great product starts with a conversation.
 At SoftDoes, we don’t just write code — we dive deep into your goals, understand your market, and find the fastest path from idea to impact.

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Frequently Asked Questions

How is communication handled during data analytics projects?

Every data analytics engagement starts with a defined communication plan. We assign a senior technical lead who runs weekly status updates and is available for ad hoc conversations throughout the week. All project documentation, decisions, and architecture diagrams live in shared repositories your team can access anytime. We use tools your organization is already comfortable with, whether that is Slack, Teams, or email. Stakeholder involvement is structured around key decision points so leadership stays informed without getting pulled into daily engineering details. Transparency is fundamental to how we operate.

What types of data analytics projects are a good fit for SoftDoes?

SoftDoes works on everything from focused BI dashboard implementations to full enterprise analytics platform design. We handle short engagements like setting up a business analytics reporting layer and longer programs that span data strategy, pipeline engineering, and predictive modeling. Organizations that need to unify multiple data sources, implement data governance, or deploy machine learning models in production are a strong fit. We also support companies that already have analytics capabilities but need help extending, optimizing, or maintaining them. Data analytics can directly influence company strategy, and our engagements are structured to produce that kind of impact regardless of size.

How do you handle data privacy and security during model training?

Data privacy is embedded into our engineering process from project start. We enforce strict access controls, data anonymization where appropriate, and encryption both in transit and at rest. Model training environments are isolated and monitored. We document data lineage so you can trace exactly what information was used and how. All security protocols are reviewed and aligned with your compliance team before any data touches a production system.

How do you handle scope and changes in analytics projects?

Analytics projects often uncover new questions and opportunities as data becomes more accessible. We expect scope to evolve and manage changes through a structured process. Any requested change is documented with an assessment of impact on timeline, resources, and dependencies. We present options and let your team make informed decisions rather than absorbing changes silently and missing deadlines. This approach keeps projects flexible without losing control. Every change is tracked in a shared log that both teams reference.

What happens after data analytics solution launch?

Launch is not the end of our involvement unless you want it to be. We offer ongoing support that includes pipeline monitoring, dashboard maintenance, model retraining, and performance optimization. Data analytics enhances customer experience and measures progress, and both require attention after initial deployment. We also train your internal teams to handle day to day operations independently. If your data sources change or new analytical requirements emerge, we can adjust the system without a full rebuild. Post launch support is structured around your actual needs, not a one size fits all retainer.

Will we own the analytics code and intellectual property?

Yes. Everything we create for your organization belongs to your organization. All custom code, models, configurations, dashboards, and documentation are your intellectual property from the moment they are delivered. There are no licensing traps or proprietary dependencies that lock you to SoftDoes. You receive full source code and deployment documentation. If you decide to bring management in house or work with a different partner, you have everything needed to continue independently. IP clarity is something we establish before any project begins.

What makes SoftDoes different from a typical data analytics agency?

Most agencies focus on tool implementation. SoftDoes focuses on engineering analytics systems that produce reliable data driven insights over the long term. We pair deep data engineering expertise with an understanding of business operations, governance, and compliance. AI driven insights can identify customer churn and suggest retention strategies, but only when the underlying architecture is sound. We do not hand off a dashboard and walk away. Our work includes the pipelines, quality checks, monitoring, and documentation that make analytics sustainable. That engineering depth is what separates a technical partner from a vendor.

How do you price data analytics projects?

Our pricing is based on the scope, complexity, and duration of each engagement. We assess your current data infrastructure, define deliverables, and present a detailed proposal before any commitment. There are no hidden fees or surprise add ons. For ongoing analytics support, we offer structured monthly arrangements tailored to your needs. Organizations that want to explore a focused engagement before committing to a larger program can start with a defined initial phase. Every pricing conversation is transparent and grounded in what the work actually requires.

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This is a no-pressure, 30-minute conversation. We will talk through what you are building, identify risks or unknowns, and outline what it would take to do it right.

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Let's build together.

Talk with a senior engineer about your product idea, architecture, and what it would take to build it.

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