
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
> TURN RAW DATA INTO ACTIONABLE INSIGHTS <
Data analysis only matters when it drives better decisions. We build analytics systems that connect multiple sources, automate reporting, and surface the metrics your team actually needs. Boston organizations generate complex datasets across operations, transactions, and customer interactions. Our approach integrates data management with dashboards that non technical users can navigate without constant IT support.
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Your organization likely has data scattered across legacy systems and cloud platforms. We design solutions that make data accessible to decision makers while maintaining governance and compliance. From descriptive analytics showing what happened to diagnostic tools explaining why, our systems provide right answers fast. The result is an analytics infrastructure that supports informed decision making at every level.
- Custom dashboards with real time insights
- Data integration from multiple sources
- Self service BI tool implementation
- Automated KPI tracking and alerts
- Query data without writing code
- 02IT Consulting
> STRATEGIC TECHNOLOGY ARCHITECTURE <
IT consulting solves the gap between business goals and technical implementation. We advise on system architecture, cloud migration strategies, and security frameworks that meet compliance requirements. Boston companies often inherit legacy infrastructure that limits their ability to adopt modern analytics tools. Our team evaluates your current state and designs a roadmap that reduces technical debt without disrupting operations.
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Many organizations struggle with modularization and database performance as they attempt to explore data at higher volumes. We help you select the right cloud providers, design high performance computing environments, and implement data access controls. The outcome is infrastructure that supports your analytics initiative today and adapts to future requirements. Our consulting focuses on practical recommendations you can execute.
- Technology roadmap development
- Cloud provider evaluation
- Security and compliance architecture
- Data infrastructure optimization
- Integration strategy for legacy systems
- 03Digital Transformation
> MODERNIZE PROCESSES AND SYSTEMS <
Digital transformation replaces manual workflows with data driven automation. We modernize applications, migrate to cloud platforms, and embed analytics into daily operations. Boston businesses face pressure to deliver modern digital services while maintaining compliance and managing costs. Our approach breaks transformation into measurable phases that show ROI at each step.
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Legacy systems slow down your ability to respond to market changes. We design microservices architectures, implement process automation, and develop user experiences that reduce friction. The focus is on creating systems that support collaboration across departments and make data discovery intuitive. Transformation done right means your team spends less time on manual tasks and more time on strategic work.
- Process automation and workflow redesign
- Cloud migration with hybrid options
- Microservices architecture implementation
- User experience modernization
- Embedded analytics in product features
- 04Product Management & Product Ownership
> ALIGN FEATURES WITH BUSINESS OUTCOMES <
Product management prevents wasted engineering effort and scope creep. We define roadmaps, prioritize backlogs, and conduct user research to ensure what gets built actually solves customer problems. Boston companies need product teams that understand both technical feasibility and regulatory constraints. Our product owners bridge the gap between stakeholders and developers. Building the wrong features costs more than building the right ones slowly. We focus on minimum viable products that validate assumptions before full development investment. From backlog management to stakeholder alignment, our process keeps expectations clear and timelines realistic. The result is products that ship on time and meet real user needs.
- Roadmap definition and prioritization
- User research and validation
- MVP to production planning
- Stakeholder alignment sessions
- Backlog management and refinement
- 05Database Design & Development
> DATA ARCHITECTURE THAT PERFORMS <
Database design determines whether your analytics can query data fast enough to be useful. We build relational databases, data warehouses, data lakes, and graph databases optimized for your specific workloads. Boston organizations handle sensitive information requiring privacy, auditability, and strict access control. Our designs balance performance with compliance from day one. Poor schema design creates bottlenecks as data volumes increase. We implement sharding, partitioning, and caching strategies that maintain speed at higher loads. Whether you need OLAP for analytics or OLTP for transactions or both, we architect systems that handle hybrid workloads. Data cataloging and lineage tracking ensure your team can explore data confidently.
- Schema design and optimization
- Data warehouse and lake architecture
- Graph database implementation
- Performance tuning and indexing
- Data cataloging and governance
- 06Code Audits
> IDENTIFY RISKS BEFORE THEY COST YOU <
Code audits reveal security vulnerabilities, performance issues, and technical debt hiding in your codebase. We conduct static analysis, dependency checks, and architectural reviews that expose problems early. Boston companies in regulated industries need audits for compliance, investor due diligence, and risk management. Many organizations lack internal capacity for thorough code review. Our audits go beyond automated scanning. We evaluate test coverage, cyclomatic complexity, and maintainability metrics that predict future development costs. Security penetration testing identifies attack vectors before bad actors do. The final report includes prioritized recommendations your team can act on immediately.
- Static and dynamic code analysis
- Security vulnerability assessment
- Dependency and licensing review
- Performance profiling
- Technical debt quantification
> TURN RAW DATA INTO ACTIONABLE INSIGHTS <
Data analysis only matters when it drives better decisions. We build analytics systems that connect multiple sources, automate reporting, and surface the metrics your team actually needs. Boston organizations generate complex datasets across operations, transactions, and customer interactions. Our approach integrates data management with dashboards that non technical users can navigate without constant IT support.
—
Your organization likely has data scattered across legacy systems and cloud platforms. We design solutions that make data accessible to decision makers while maintaining governance and compliance. From descriptive analytics showing what happened to diagnostic tools explaining why, our systems provide right answers fast. The result is an analytics infrastructure that supports informed decision making at every level.
- Custom dashboards with real time insights
- Data integration from multiple sources
- Self service BI tool implementation
- Automated KPI tracking and alerts
- Query data without writing code
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Banks, investment firms, and insurance companies need analytics systems that ensure compliance and provide real time insights. We build platforms for risk assessment, fraud detection, and financial metrics tracking.
Healthcare
Hospitals, biotech firms, and medical device companies generate complex data requiring HIPAA compliance and careful governance. Our systems support predictive modeling for patient outcomes and operational analytics.
Education
Universities, EdTech platforms, and research institutions need tools that make data accessible to administrators and faculty. We develop dashboards for enrollment metrics, research collaboration, and student performance analysis.
Construction
General contractors, developers, and infrastructure firms benefit from project analytics that track costs, timelines, and resource allocation. Our database systems organize documentation and support data driven decisions on site.
Technology
Software companies, SaaS providers, and IT firms use analytics to track product usage, customer behavior, and engineering metrics. We build systems that unify data from multiple sources into actionable dashboards.
Startups
Early stage and funded startups need analytics that prove traction to investors and guide product development. Our lightweight implementations identify trends in user data and support rapid experimentation.
Compliance
Regulated businesses need audit trails, automated reporting, and systems that document every data access event. We implement governance frameworks that satisfy auditors while keeping your team productive.
Energy
Utilities, renewable energy firms, and sustainability consultants track performance across distributed assets. Our analytics platforms aggregate sensor data and produce actionable insights for efficiency improvements.
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 Boston, MA – 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
You work directly with experienced engineers who understand data architecture and analytics implementation. No project managers translating requirements between you and junior developers. Our team members have built production systems for regulated industries. They ask the right questions and challenge assumptions early. That direct connection shortens feedback loops and reduces miscommunication. You get solutions designed by people who have solved similar problems before.
- 02Predictable Delivery
We commit to timelines and meet them. Our process includes clear milestones, regular check ins, and transparent progress tracking. Scope changes get documented and priced before implementation begins. You always know where your project stands. This predictability lets you plan downstream activities with confidence. Surprises happen in research and experimentation, not in project management.
- 03Built to Last Past Launch
Launch is just the beginning. We design systems with maintainability as a core requirement, not an afterthought. Clean code, comprehensive documentation, and modular architecture mean future developers can extend your system without rewriting it. We plan for the team that inherits the codebase. Monitoring and observability get built in from day one. Your investment continues delivering value years after deployment.
- 04No Babysitting Required
Our teams operate independently once aligned on goals and expectations. We handle technical decisions, coordinate internally, and escalate only when genuinely necessary. You can focus on running your business instead of managing developers. Regular updates keep you informed without demanding your time. We identify blockers and propose solutions rather than waiting for direction. This self sufficiency is possible because we hire experienced people who take ownership.
Frequently Asked Questions
How is communication handled in Boston business analytics projects?
We operate in your timezone and adapt to your preferred communication tools. Weekly status calls cover progress, blockers, and upcoming milestones. Async updates via Slack, Teams, or email keep you informed between meetings. A shared project tracker shows task status in real time. You get direct access to the engineers building your system, not intermediaries. Questions get answered within hours, not days.
What types of business analytics projects are a good fit for SoftDoes?
Programming languages commonly used in business analytics include R and Python. We take on projects ranging from dashboard implementations to enterprise analytics platforms. If you need to connect data from multiple sources, build predictive models, or create self service BI tools, we can help. Short engagements like code audits fit our model as well as long term partnerships. Regulated industries with compliance requirements are a particular strength. Any project requiring senior engineering talent and clear communication is a good fit. We evaluate each opportunity based on our ability to deliver real value.
Do you build MVPs or only large business analytics systems?
We build both. Many engagements start with an MVP to validate assumptions before larger investment. Our architecture decisions account for future expansion even in early prototypes. Some clients need production ready enterprise systems from day one. We scope projects to match your current stage and budget. The same engineering standards apply regardless of project size.
How do you handle scope and changes in analytics implementation projects?
Requirements evolve as you learn more about what your data reveals. We use agile methodologies that accommodate change without derailing timelines. Change requests get documented, estimated, and approved before work begins. Trade offs between scope, timeline, and budget are discussed transparently. This process prevents scope creep while remaining responsive to legitimate new insights. You control priorities and we execute accordingly.
What happens after launch of our data driven analytics system?
We offer ongoing support and maintenance agreements tailored to your needs. Post launch services include bug fixes, performance optimization, and feature enhancements. Monitoring systems alert us to issues before they impact users. Knowledge transfer ensures your internal team can operate the system independently if preferred. Documentation covers architecture decisions, deployment procedures, and troubleshooting guides. The relationship continues as long as it provides value.
Will we own the code and IP for our Boston analytics project?
Yes. You own everything we build for you. Code, documentation, models, and all intellectual property transfer to you upon payment. We retain no licenses or rights to your custom work. Access credentials and repository ownership transfer completely at project completion. This policy applies to all engagements regardless of size. You can hire different vendors for future work without any restrictions from us.
What makes SoftDoes different from a typical agency?
Agencies often staff projects with junior developers supervised by one senior person. We assign experienced engineers who handle design and implementation directly. Our focus on analytics and data systems means deep domain knowledge, not generalist web development. Business intelligence tools help organizations collect, analyze, and visualize data so teams can make better, data-driven decisions. We operate as a technical partner invested in your success, not a vendor executing tickets. Communication happens with the people doing the work. This model produces better solutions and fewer misunderstandings around data driven decisions.
How do you price business intelligence and analytics projects?
Pricing depends on scope, complexity, and timeline requirements. We provide detailed estimates after a discovery conversation about your specific needs. Fixed price and time and materials options are both available depending on how well defined requirements are. No hidden fees or surprise charges. Estimates break down by deliverable so you understand where investment goes. Our rates reflect the seniority and expertise we bring to every engagement.
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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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