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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 Analytics Solutions
> DATA ANALYTICS SOLUTIONS THAT TURN CHAOS INTO CLARITY <
Data analytics solutions in Chicago address a fundamental problem: decision ready information arrives too slowly or with conflicting numbers. Organizations collect data from CRM systems, ERP platforms, product databases, and external sources. Without proper integration, each team creates its own version of the truth. Real time decisioning processes behavioral signals the moment they are generated, allowing for actions to be taken within the same session, often within milliseconds. This matters for Chicago e commerce and fintech firms tracking fraud or inventory changes. The results include faster reports, fewer ad hoc spreadsheets, and aligned dashboards for executives, product teams, and operations managers.
- Unified business metrics definitions
- Reliable executive level dashboards
- Self service analytics for teams
- Reconciliation of legacy data sources
> DATA THAT CHANGES DECISIONS <
How do data analytics solutions in Chicago affect daily operations? Consider a Chicago team monitoring funnel performance hourly during a local campaign. With shared live dashboards and consistent data logic, analysts, managers, and product owners see the same numbers. Questions get answered in minutes instead of days. Real time analytics can trigger automated responses, update user interfaces, and inform decision makers instantly, enhancing operational efficiency and customer satisfaction. When conversion drops, the team investigates immediately rather than discovering the problem in a weekly report. When a segment outperforms expectations, marketing adjusts spend the same afternoon. SoftDoes stays involved during adoption phases. We adjust datasets, refine metrics, and remove friction for non technical users. Data informs actual choices when the systems work smoothly.
- Funnel and conversion analytics
- Operational performance tracking
- Customer journey dashboards
- Marketing attribution reporting
- 02Data Science Services
> INSIGHT DRIVEN DATA SCIENCE SERVICES <
Our data science services cover predictive models that forecast demand and behavior, recommendation systems that personalize customer interactions, clustering for segmentation, and experimentation frameworks for testing hypotheses. Predictive analytics helps businesses use machine learning to predict trends for proactive strategic shifts. These services address uncertainty in planning, inconsistent reporting, manual analysis, and guesswork that slows product and operations decisions. Our team designs, trains, and evaluates models in close collaboration with in house experts. We use your data and your data infrastructure. All deliverables include clear documentation, reproducible pipelines, and practical ways for non technical teams to act on the results.
- 03Enterprise Data Management
> ENTERPRISE DATA MANAGEMENT WITHOUT CHAOS <
Enterprise Data Management is the discipline of organizing data assets, pipelines, and storage so they remain correct over time. Chicago leaders face problems like duplicated logic across teams, broken jobs that fail silently, unexplained metric shifts, and scattered ownership where nobody takes responsibility. This service is especially helpful when organizations move from spreadsheets and one off scripts to more serious data platforms. NORC surveys indicate 80% of Chicago firms report data silos as a major obstacle. We address this directly.
- 04Data Strategy & Governance
> DATA STRATEGY AND GOVERNANCE THAT TEAMS CAN FOLLOW <
Data Strategy and Governance establishes the policies, roles, and technical patterns that keep data analytics solutions in Chicago safe and useful. Operating without this creates problems: unclear who approves schema changes, no shared definitions, manual access reviews, and regulatory concerns that become emergencies. SoftDoes helps leadership set priorities, define ownership, choose reference architectures, and document decisions in accessible language. The shift from using behavioral data for analytics to using it for decisioning represents a significant architectural change, requiring different data infrastructure and data quality standards to support real time AI applications. Governance elements include data classification, retention rules, role based access, and approval flows for new models and dashboards.Â
- Metrics and semantic dictionaries using tools like dbt docs
- Access and approval policies
- Model and dashboard review process
- Compliance ready documentation for audits
> DATA ANALYTICS SOLUTIONS THAT TURN CHAOS INTO CLARITY <
Data analytics solutions in Chicago address a fundamental problem: decision ready information arrives too slowly or with conflicting numbers. Organizations collect data from CRM systems, ERP platforms, product databases, and external sources. Without proper integration, each team creates its own version of the truth. Real time decisioning processes behavioral signals the moment they are generated, allowing for actions to be taken within the same session, often within milliseconds. This matters for Chicago e commerce and fintech firms tracking fraud or inventory changes. The results include faster reports, fewer ad hoc spreadsheets, and aligned dashboards for executives, product teams, and operations managers.
- Unified business metrics definitions
- Reliable executive level dashboards
- Self service analytics for teams
- Reconciliation of legacy data sources
> DATA THAT CHANGES DECISIONS <
How do data analytics solutions in Chicago affect daily operations? Consider a Chicago team monitoring funnel performance hourly during a local campaign. With shared live dashboards and consistent data logic, analysts, managers, and product owners see the same numbers. Questions get answered in minutes instead of days. Real time analytics can trigger automated responses, update user interfaces, and inform decision makers instantly, enhancing operational efficiency and customer satisfaction. When conversion drops, the team investigates immediately rather than discovering the problem in a weekly report. When a segment outperforms expectations, marketing adjusts spend the same afternoon. SoftDoes stays involved during adoption phases. We adjust datasets, refine metrics, and remove friction for non technical users. Data informs actual choices when the systems work smoothly.
- Funnel and conversion analytics
- Operational performance tracking
- Customer journey dashboards
- Marketing attribution reporting
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
SoftDoes links CRM and ERP systems into compliant data platforms. Insights optimize inventory, reduce logistics fuel costs, and enhance supplier contracts, meeting financial services' precision and compliance needs.
Healthcare
We approache these constraints as design requirements rather than obstacles. Analytics reliability and traceability matter more than flashy features in this environment.
Education
SoftDoes shapes data architectures and dashboards for this sector with accessibility in mind. Clarity for non technical stakeholders drives our design choices.
Construction
We connect field data to executive dashboards. Operational data from sites and equipment flows into reports that project teams use. The gap between job sites and boardrooms closes when data pipelines run smoothly.
Technology
SoftDoes works with internal teams to enhance current data stacks. We collaborate with data scientists and engineers who know the product well. The focus stays on clear outcomes like better user experiences.
Startups
We partner with founders for confident product and funding decisions. Clear communication replaces lengthy proposals. Custom software that adapts matters more than unused features.
Compliance
SoftDoes creates compliant analytics platforms with privacy controls such as anonymization and data minimization. Documentation and precise safeguards ensure protection beyond basic compliance claims.
Energy
We connect operational data with planning and reporting layers. Reliability and performance demands drive architecture decisions in this sector where downtime has immediate consequences.
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.
Numbers Don’t Lie
Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.
- Finance
- Energy
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.- 100%Brand Continuity
- 2Platform Distribution
- 100%Paywall-Ready Content
- Real Estate
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.- 18Weekly hours saved
- 2+Years Ongoing partnership
- 1Fully owned Platform
- Education
- Non-Profit
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.- 4Schools Served
- 4Weeks to Launch
- 1STTime on Upwork
- Healthcare
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.- 40%Â Reduction In Billing Errors
- 100+Staff Operations Managed
- 0Missed Compliance Deadlines
- Startup
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.- 75%Â Platform Transparency
- 2XPlatform Growth
- 40%Higher User Retention
- Startup
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.- 60%Â Time Saved
- 99%System Reliability
- 40%Higher User Retention
- Healthcare
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.- 16Weekly hours saved
- 63%Admin time reduced
- 43%Fewer submission errors
- Education
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.- 72%Workflow Reduction
- 48%Coordination Reduction
- 83%Visibility Increase
- Healthcare
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.- 60%Workflow Reduction
- 75%Remote Adoption
- 5Locations Aligned
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.- 68%Faster Checkout
- 41%Repeat Customers
- 35%Cart Abandonment
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.- 54%Booking Requests
- 43%Lead Conversion
- 32%Qualified Inquiries
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.- 62%Faster Processing Time
- 78%Less Manual Work
- 35%Improved Accuracy
WHAT IT WAS LIKE TO BUILD TOGETHER
Direct feedback from founders and product owners – including our partners right here in Chicago, IL – 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
Day to day work on data analytics solutions and AI systems is led by senior engineers, not passed through extra management layers. Chicago clients talk directly with the people designing data models, pipelines, and dashboards. This means faster decisions, fewer misunderstandings, and the ability to discuss tradeoffs in plain language. SoftDoes keeps teams intentionally small and focused. Experienced engineers with 10 or more years of experience own entire segments of the system. Our work on data analytics solutions in Chicago shows where senior attention matters. Junior rotation programs happen at other firms. Here, the person you meet is the person doing the work.
- 02Predictable Delivery
SoftDoes handles planning and execution so timelines for analytics platforms and AI projects stay predictable. Discovery takes about two weeks to define scope properly. Iteration cycles use Agile sprints with explicit check in points and demo sessions. We use milestones, backlog transparency, and measurable outcomes tied to data analytics solutions goals. Both short projects and longer engagements receive the same planning discipline. Enterprise data management transformations spanning months follow the same structured approach as quick dashboard implementations.
- 03Built to Last Past Launch
SoftDoes designs analytics architectures, models, and dashboards with a long time horizon. Practices like modular pipelines, reusable semantic layers, and test datasets apply to data analytics solutions in Chicago. We assume future teams will extend the system, so we write clear code and avoid one off shortcuts. This mindset reduces total cost of ownership and makes new initiatives easier to start. Proactive support continues past launch day.
- 04No Babysitting Required
SoftDoes teams do not need constant direction or micro management from Chicago leaders. We agree on goals, constraints, and communication rhythms, then handle day to day decisions within those boundaries. Proactive updates, early flags when dependencies shift, and clear documentation of choices characterize our analytics and data management work. This gives executives and managers more time to focus on strategy rather than chasing project status. Data analytics solutions demand reliability and autonomy. We deliver both.
Technologies We Use
DATA ANALYTICS & BI
DATA SCIENCE & ML TOOLS
DATABASES
DATA PLATFORMS & WAREHOUSES
BIG DATA & DATA PROCESSING
Frequently Asked Questions
How is communication handled for data analytics solutions?
Communication channels include email, Slack, and Zoom for meetings. Shared documentation spaces hold specifications, dashboards, and decision logs. Weekly or biweekly syncs cover progress and blockers. SoftDoes adapts to client preferences for morning or afternoon calls. Communication focuses on outcomes and data insights, not just activity reports. Escalation paths are clear when issues need leadership attention.
What types of projects are a good fit for SoftDoes data analytics expertise?
Projects range from targeted analytics dashboards that take a few weeks to full platform redesigns and AI initiatives spanning months. Both shorter analytics sprints and extensive multi month transformations work well with our approach. Examples include implementing new data warehouses, creating metrics layers, deploying real time analytics for Chicago teams, and integrating visualization tools into existing workflows. Complexity and need for careful design matter more than project length. Data analytics solutions in Chicago benefit from our depth across project types.
How do you handle data privacy and security during model training?
Secure environments, access control, encryption, anonymization, and logging protect data throughout the process. SoftDoes trains models inside client controlled cloud accounts whenever possible. Techniques like data minimization, separation of features and identifiers, and use of synthetic data apply where appropriate. Data science services integrate with broader data strategy and governance requirements. Compliance needs shape technical decisions from the start. Historical data receives the same protection as live information.
How do you handle scope and changes in analytics projects?
SoftDoes documents baseline scope for data analytics solutions, then evaluates new ideas by cost and expected benefit. Tradeoffs are presented clearly so Chicago stakeholders can choose what to adjust. We use iteration, feature flags, and phased launches when appropriate. Backlog management follows standard practices with impact assessment for each change request. Transparency prevents surprise and rushed compromises. Search for better solutions continues throughout the engagement.
What happens after launch of a new data analytics platform?
Launch is the start of observation and tuning rather than the end. Monitoring, error tracking, performance checks, and user feedback sessions reveal what needs attention. Options include ongoing support, knowledge transfer to internal teams, and periodic health reviews. Metrics definitions evolve as organizations mature. Additional dashboards address new questions. Data analytics solutions in Chicago require ongoing attention to stay ahead of changing business needs.
Will we own the code and IP for analytics systems?
Clients own the custom code, models, and configurations created for their projects. Third party components, open source tools, and any pre existing accelerators are clearly identified. Work stays in client repositories whenever possible. Documentation and knowledge transfer ensure independence from SoftDoes if desired. Data analytics solutions and enterprise data management assets belong to the organization that paid for them. Positive sentiments from completed projects reflect this clear ownership model.
What makes SoftDoes different from a typical agency in data analytics work?
Typical agencies rely on heavy account management and shallow technical depth. SoftDoes emphasizes senior engineering, direct communication, long term maintainability, and real ownership of outcomes. We treat data analytics solutions as critical infrastructure rather than reporting add ons. Specific practices include code reviews, observability from day one, design documents, and open discussion of constraints. Data analytics solutions in Chicago need partners who understand the technology deeply. We bring a deep understanding of both the tools and the business context.
How do you price projects that involve data analytics solutions?
Pricing uses a discovery first approach, then either project based estimates or ongoing collaboration models. Factors that influence cost include complexity of current systems, data quality, and scope of analytics and AI features. SoftDoes presents ranges, assumptions, and levers that can adjust cost and timeline. Transparency is prioritized over optimistic underestimates. Data analytics solutions and enterprise data management engagements both follow this pricing approach.
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.
