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6
years on the market
73%
new clients come from referrals
510+
finished projects
80+
software engineers
Services we offer
- 01Business Analytics
> BUSINESS ANALYTICS FOR REAL DECISIONS <
SoftDoes uses data analytics and business intelligence to turn raw Atlanta company data into understandable insights. We design dashboards and reports that answer specific questions for leadership, operations, and product teams. Business intelligence tools provide data visualization capabilities that allow users to create interactive and shareable dashboards, connecting to multiple data sources for comprehensive data analysis. Our analysts work directly with stakeholders in Atlanta to define metrics and avoid vanity indicators. We integrate multiple data sources into one analytics platform to reduce conflicting numbers and create meaningful insights. Predictive analytics models help organizations make informed, data driven decisions by revealing likely future outcomes, allowing businesses to anticipate challenges and opportunities before they happen.
—
We use AI powered models where they genuinely clarify trends and identify patterns, not just for novelty. Predictive analytics models leverage past data to forecast future events, enabling businesses to make proactive, data driven decisions. Common types of predictive analytics models include classification, clustering, and time series models, which help identify patterns, trends, and potential future events. Machine learning enables predictive analytics models to automatically identify patterns and relationships in large datasets, improving predictions over time as they are exposed to new data. Using customer data to tailor recommendations and content can significantly reduce customer churn, as seen in various industries like streaming services and e commerce. Organizations that leverage customer data effectively can create personalized shopping experiences and targeted marketing campaigns, enhancing customer engagement and satisfaction.
- Decision ready dashboards
- Custom KPI definitions
- Unified data views
- Self service reporting
- Explainable AI insights
> DATA DRIVEN QUESTIONS, CLEAR ANSWERS <
How can Atlanta teams move from one off reports to repeatable, data driven decision making? SoftDoes sets up a process where analyzing data becomes part of weekly routines, not an ad hoc task. We help define decision triggers, alert thresholds, and review cadences based on business priorities. This transforms data into actionable insights that leadership can trust. Our work keeps models and dashboards aligned with changing conditions instead of letting them decay. This approach helps leaders trust data insights instead of arguing over spreadsheets during key discussions. Real time data analysis becomes a competitive advantage when built into standard workflows.
- Decision frameworks
- Alert rules and triggers
- Weekly insights rhythm
- Iterative model tuning
- 02IT Consulting
> STRATEGIC IT CONSULTING FOR DATA <
Our IT consulting focuses on modern analytics architectures, cloud data strategies, and data integration planning. The business problem we address includes fragmented systems, legacy data silos, and unclear ownership of analytics tools. Atlanta companies working across multiple locations need coherent data flows and shared standards for metadata management and data stewardship. A big data governance framework typically includes components such as data cataloging and classification, data stewardship and ownership management, master data management, data security and sharing control, data quality management, and data lineage. We and our team map current systems, remove redundant tools, and define a clear technical direction. This work connects IT consulting outcomes to more reliable data for analytics and AI initiatives.
- Architecture assessments
- Tool consolidation
- Cloud migration paths
- Security and access design
- Roadmap for analytics
- 03Digital Transformation
> DIGITAL TRANSFORMATION AROUND DATA <
Digital transformation here means rethinking processes so data collection, analysis, and action happen in one continuous loop. SoftDoes helps turn offline or manual workflows into connected systems that feed analytics in near real time. Typical issues include duplicate entry, delayed reporting, and missing context for decisions. Atlanta organizations use this service when they want a data informed way of working, not just new software. Implementing a big data governance program can enhance regulatory compliance, maximize big data value, increase employee efficiency, and reduce costs by eliminating waste caused by operational inefficiencies. Our team focuses on practical change management, training, and lightweight automation through a data fabric approach.
- Process mapping
- System integration
- Change enablement
- Automation opportunities
- Data quality focus
- 04Product Management & Product Ownership
> PRODUCT MANAGEMENT WITH ANALYTICS INSIGHT <
We support product management and ownership with data analysis of usage, retention, and feature adoption. The main problem we address is guessing what to ship next without clear evidence from customer behavior and customer feedback. Integrating customer feedback into business intelligence tools can provide context to data, helping organizations prioritize improvements and enhance customer engagement. Our team defines analytics events, cohorts, and funnel reporting so product decisions rely on consistent facts. Atlanta product teams use this when they want to link roadmap choices to measurable outcomes. We and our experts work as embedded partners with internal product owners to uncover patterns in user behavior rather than functioning as separate consultants.
- Usage tracking design
- Feature impact analysis
- Experiment measurement
- Roadmap prioritization
- Customer feedback loops
- 05Database Design & Development
> DATABASE DESIGN AND DATA PLATFORM ENGINEERING <
SoftDoes handles database design and development with a focus on analytics ready schemas and reliable data flows. Poor schemas, inconsistent keys, and unlogged changes often block effective business intelligence and create legal repercussions when data governance fails. Companies are investing in Data Quality Management and robust data lineages to maintain accurate, secure data pipelines due to increased regulations. Our engineers design data models for both operational systems and analytics layers, aligned with reporting needs. Atlanta companies with growing large volumes of data and new applications rely on this to avoid later rework. We consider performance, data security, and long term maintainability when creating or refactoring databases to handle live data and historical data equally well.
- Logical data modeling
- Schema refactoring
- Performance tuning
- Data lineage clarity
- Access control design
- 06Code Audits
> CODE AUDITS FOR ANALYTICS AND DATA SYSTEMS <
Our code audits focus on data pipelines, analytics services, and integration code rather than only user interface work. The business problem is clear: hard to trust dashboards when data processing code is fragile or undocumented. We review data extraction, transformation logic, and AI model integration for reliability and correctness. The accuracy of predictive analytics models depends on several key factors, including data quality, algorithm selection, and how often models are updated. Atlanta companies use this service before major releases, acquisitions, or migrations to new analytics tools. Best practices for big data governance include performing an initial readiness assessment, defining governance objectives and key results, treating data as a product, and continuously refining the governance strategy to adapt to evolving business needs. We and our team deliver clear findings, risk ratings, and actionable refactoring steps.
- Pipeline reliability checks
- Data quality review
- Security and access review
- Performance hot spots
- Refactoring plan
> BUSINESS ANALYTICS FOR REAL DECISIONS <
SoftDoes uses data analytics and business intelligence to turn raw Atlanta company data into understandable insights. We design dashboards and reports that answer specific questions for leadership, operations, and product teams. Business intelligence tools provide data visualization capabilities that allow users to create interactive and shareable dashboards, connecting to multiple data sources for comprehensive data analysis. Our analysts work directly with stakeholders in Atlanta to define metrics and avoid vanity indicators. We integrate multiple data sources into one analytics platform to reduce conflicting numbers and create meaningful insights. Predictive analytics models help organizations make informed, data driven decisions by revealing likely future outcomes, allowing businesses to anticipate challenges and opportunities before they happen.
—
We use AI powered models where they genuinely clarify trends and identify patterns, not just for novelty. Predictive analytics models leverage past data to forecast future events, enabling businesses to make proactive, data driven decisions. Common types of predictive analytics models include classification, clustering, and time series models, which help identify patterns, trends, and potential future events. Machine learning enables predictive analytics models to automatically identify patterns and relationships in large datasets, improving predictions over time as they are exposed to new data. Using customer data to tailor recommendations and content can significantly reduce customer churn, as seen in various industries like streaming services and e commerce. Organizations that leverage customer data effectively can create personalized shopping experiences and targeted marketing campaigns, enhancing customer engagement and satisfaction.
- Decision ready dashboards
- Custom KPI definitions
- Unified data views
- Self service reporting
- Explainable AI insights
> DATA DRIVEN QUESTIONS, CLEAR ANSWERS <
How can Atlanta teams move from one off reports to repeatable, data driven decision making? SoftDoes sets up a process where analyzing data becomes part of weekly routines, not an ad hoc task. We help define decision triggers, alert thresholds, and review cadences based on business priorities. This transforms data into actionable insights that leadership can trust. Our work keeps models and dashboards aligned with changing conditions instead of letting them decay. This approach helps leaders trust data insights instead of arguing over spreadsheets during key discussions. Real time data analysis becomes a competitive advantage when built into standard workflows.
- Decision frameworks
- Alert rules and triggers
- Weekly insights rhythm
- Iterative model tuning
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Financial teams monitor suspicious activity and credit risks using data analytics. Predictive analytics supports fraud detection and credit scoring. Our work ensures compliance and delivers timely insights into transaction flows.
Healthcare
Providers manage patient records and operational data with strict security. Predictive analytics aids risk assessment and resource planning. We enable secure access to valuable insights without compromising privacy.
Education
Institutions track enrollment and retention using data science to forecast demand and improve programs. Our analytics connect academic and operational teams for better planning.
Construction
Managers oversee schedules, costs, and suppliers across sites. Business intelligence consolidates field and financial data. We help identify trends and control project risks.
Technology
Product and engineering teams analyze usage and performance data at scale. BI tools and AI analytics prioritize features and detect issues. Our approach supports data discovery across systems.
Startups
Early companies need quick insights into traction and unit economics with limited resources. AI and analytics platforms help test assumptions and guide decisions without heavy infrastructure.
Compliance
Regulated organizations require audit trails and data management documentation. We assist with governance practices and prepare teams for audits.
Energy
Utilities manage grid data and consumption patterns. Demand forecasting and predictive analytics optimize maintenance and resource use. Skills in inventory, fleet, and routing analytics transfer well to this sector.
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 Atlanta, GA – 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
Clients in Atlanta work directly with senior data engineers, analysts, and architects. We avoid long chains of communication and focus on clear, fast decisions about data analytics work. Senior staff handle both strategy and implementation of analytics tools and AI agents. This reduces rework, improves data quality, and shortens the path from question to insight. Our architects discuss data models, algorithms, and system design with the technical depth a CTO expects.
- 02Predictable Delivery
SoftDoes plans analytics and data projects with clear scopes, milestones, and acceptance criteria. We use small, trackable increments for dashboards, data pipelines, and AI powered features. Atlanta companies see working analytics outputs early instead of waiting for a single big release. We use transparent progress reporting and adjust based on feedback without losing control of the plan. Predictable outcomes support more reliable data driven decision making for leadership who need to forecast outcomes with confidence.
- 03Built to Last Past Launch
We design analytics systems, dashboards, and data pipelines that remain understandable after launch. Clean schemas, documented transformations, and clear ownership of data sources matter more than clever tricks. Atlanta teams can extend or adjust analytics without depending on the original project team. Future AI powered enhancements and new analytics tools can plug into the same foundations without starting over. This reduces long term cost, avoids brittle integrations, and keeps data available for future trends and new use cases.
- 04No Babysitting Required
SoftDoes works as a self directed partner, not a team that needs constant oversight from Atlanta clients. We handle day to day coordination, pull the right stakeholders into discussions, and keep decisions logged. Proactive communication about risks, dependencies, and tradeoffs in data analytics and AI projects keeps everyone aligned. Internal teams focus on strategy and domain knowledge instead of micromanaging vendors. Our approach supports long term relationships because clients trust us to manage analytics work responsibly without relying solely on external check ins.
Frequently Asked Questions
How is communication handled for data analytics projects?
We use direct channels with defined meeting cadence and decision logs. Shared workspaces include dashboards showing both project status and data analysis progress. Atlanta clients have clear points of contact for technical questions about business intelligence tools and analytics platform changes. We adapt to client preferences while keeping a consistent structure for reporting and escalation. Transparent communication is essential for trustworthy data driven decision making.
What types of projects are a good fit for SoftDoes?
We work on a range of initiatives from focused dashboards to comprehensive big data and analytics transformations. Ideal fits include modernizing data pipelines, unifying analytics tools, or adding AI powered insights to existing products. Atlanta teams who care about reliability, clarity, and long term maintainability benefit most from our approach. Smaller data analytics projects are welcome when they have clear goals and room to extend later. We handle both greenfield analytics and refactoring of legacy systems with equal attention.
Do you build MVPs or only large systems?
SoftDoes works on both MVP analytics implementations and larger, multi phase platforms. An MVP for data analytics might include a focused data pipeline, a small set of dashboards, and basic business intelligence tools. We design MVP systems so they can mature into fuller analytics platforms without major rewrites. Atlanta startups and established organizations both use MVPs to test ideas before wider rollout. MVPs can still involve AI agents and machine learning where it serves a clear business case.
How do you handle scope and changes in data projects?
We expect analytics requirements to evolve as teams see early results and new data sources. A structured change process includes impact analysis on timelines, cost, and data quality. We keep a backlog of analytics features and work with Atlanta stakeholders to prioritize based on strategic advantage. When big changes occur, we re forecast instead of hiding adjustments in the background. This method is especially important for AI powered and big data projects where complexity can grow quickly.
What happens after launch of an analytics platform?
After launch we monitor pipelines, dashboards, and AI models for accuracy and performance. Options include ongoing support such as analytics tuning, new report creation, and adding data sources. Atlanta companies often shift from project mode to a lighter retainer focused on continuous improvement. We train internal teams to handle routine analyzing data tasks and keep only complex work on our side. We review actual usage of business intelligence tools and retire unused elements to deliver insights without clutter.
Will we own the code and IP for analytics work?
Clients own custom code, models, and configuration created for their analytics platform. This includes data pipelines, transformation logic, and custom integrations with analytics tools. We may reuse general patterns internally but not the client specific implementation. Atlanta organizations can continue with internal teams or other partners without dependency on SoftDoes. We document repositories, environments, and deployment processes to support complete handover.
What makes SoftDoes different from a typical agency?
SoftDoes operates as an engineering and data partner focused on hard technical problems, not a general marketing or design agency. We emphasize senior talent, clear architecture, and long term maintainable analytics systems. We combine business intelligence, data engineering, and AI powered components into cohesive solutions. No layers of management sit between clients and technical staff. Atlanta clients choose us when internal teams want peers who can discuss data models, algorithms, and optimize performance in detail.
How do you price projects that involve data analytics?
Pricing depends on factors such as data complexity, number of systems, and depth of analytics required. Options include fixed scope projects for well defined dashboards and flexible arrangements for ongoing analytics improvement. Atlanta clients receive transparent estimates with clear assumptions about data availability and tooling. We adjust pricing when scope changes using documented change requests instead of informal agreements. Investments tie to measurable outcomes like reduced manual reporting or faster decision cycles.
How I Built SoftDoes. From Solo Developer to Custom Software Development Company
In 2019, I was a freelance software engineer working from a small apartment in Ukraine. Today, I lead SoftDoes, a 70+ person AI focused custom software development company headquartered in Kansas City, Missouri. This is the story of how I built it, project by project, client by client, through a war and across continents.
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