
Software Engineering for Products, Data, and AI in Minneapolis
Software Engineering for Products, Data, and AI in Minneapolis
SoftDoes is an engineering company working with Minneapolis teams across the full lifecycle of digital products. Our scope covers custom software development, solution architecture and technical consulting, AI and machine learning, data science and engineering, cloud services, and UI/UX design.
Let's build together.
Talk with a senior engineer about your product idea, architecture, and what it would take to build it.

services we offer
- [ Software Development ]
- Mobile App Development
- Custom Software Development
- Web Application Development
- Product Development
- MVP Development
- API Integration Services
Custom software development at SoftDoes covers web platforms, mobile apps, internal tools, and the APIs that connect them. Requirements come first. Before any code is written, our engineers translate business goals into user stories, acceptance criteria, and a technical plan your team can review. Stacks are chosen for fit rather than fashion, whether that means Python, Java, .NET, Node.js, React, or native mobile frameworks. Automated tests and code reviews run on every change. CI/CD pipelines keep releases routine instead of stressful. Legacy modernization is part of the work too, and older systems can be refactored in stages while they stay in use. Integrations with ERP, CRM, payment gateways, and third party services are handled with clear contracts and monitoring. The result is software your own developers can read, extend, and maintain long after handover.
- [ UX/UI DESIGN ]
- Product Design
- User Interface Design
- User Experience Design
Design is where users decide whether software is worth their time. Our UI/UX designers begin with research: stakeholder interviews, user interviews, and analysis of how people actually move through your product. Findings become user flows, wireframes, and clickable prototypes in Figma that can be tested before development starts. Small details count. Typography, spacing, color contrast, and microinteractions are refined until screens feel effortless. Accessibility follows WCAG guidelines, so the product works for people with different abilities and devices. A shared design system keeps components consistent across web and mobile and speeds up future releases. Designers stay involved during development to protect the intent of every screen. The outcome is an interface that cuts support requests and makes complex tasks feel simple.
- [ Data Science & Engineering ]
- Data Science Services
- Enterprise Data Management
- Data Strategy and Governance
- Data Analytics Solutions
Reliable analytics depend on reliable pipelines. Our data engineers design ETL and ELT processes that pull information from databases, SaaS tools, sensors, and spreadsheets into one governed warehouse or lakehouse. Platforms such as Snowflake, BigQuery, Databricks, and dbt are used where they suit your needs and budget. Data quality checks catch broken records before they reach a dashboard. Then the science begins. Statistical modeling, segmentation, and experiment analysis turn raw tables into answers about customers, operations, and costs. Dashboards in Power BI, Tableau, or Looker give each department the view it needs without waiting for custom reports. Clear lineage and documentation show exactly where every number comes from. Decisions stop relying on gut feeling and start relying on evidence.
- [ Architecture & Consulting Services ]
- Business Analytics
- Product Management
- Digital Transformation
- IT Consulting
- Code Audits
- Database Design & Development
Good architecture decisions are cheap early and expensive later. Our architects review your current systems, map dependencies, and identify the bottlenecks that slow every release. Recommendations arrive as concrete artifacts: architecture diagrams, decision records, and a prioritized roadmap. Monolith or microservices? The answer depends on team size, release cadence, and operational maturity, and the tradeoffs are explained openly. Technical due diligence, security reviews, and platform selection are common starting points for Minneapolis clients. Some engagements last a few weeks. Others turn into ongoing advisory roles where a senior architect joins your planning sessions. Every recommendation is grounded in cost, risk, and the skills your staff already have. You gain an outside perspective without losing control of the direction.
- [ AI & Machine Learning ]
- Artificial Intelligence Development
- Machine Learning Model Development
- AI-Driven Process Automation
- AI Operationalization
- Custom AI Solutions
AI work starts with a question worth answering, not with a model. Our team identifies where prediction, classification, or language understanding can remove manual effort from real workflows. Typical projects include document processing, recommendation engines, demand forecasting, anomaly detection, and conversational assistants powered by LLMs. Retrieval augmented generation (RAG) lets a language model answer from your own knowledge base instead of guessing. Accuracy matters. Every model is evaluated against clear metrics before it reaches users, and results are explained in terms managers can act on. MLOps practices keep models versioned, monitored, and retrained when data shifts. Privacy and responsible use are considered from the first sketch, including access controls and human review where decisions carry weight. The goal is AI that earns trust inside your organization, one useful feature at a time.
- [ Cloud services ]
- Cloud Computing Solutions
- DevOps and Cloud Infrastructure
- Cloud Migration Services
- Managed Cloud Services
Cloud services at SoftDoes cover migration, architecture, operations, and cost control across AWS, Microsoft Azure, and Google Cloud. Moving to the cloud is rarely a simple lift and shift. Workloads are assessed one by one to decide what should be rehosted, refactored, or retired. Infrastructure as code with Terraform keeps every environment reproducible and auditable. Containers and Kubernetes give applications room to absorb traffic spikes without manual intervention. Security is configured from day one, with identity management, encryption, and network policies set to least privilege. Monthly bills get attention too. FinOps reviews uncover idle resources and oversized instances that quietly drain budgets. DevOps support keeps monitoring, alerting, and backups running, so incidents are spotted before users notice them.


Bring it to SoftDoes
A short call is enough to map the problem, name the risks, and outline realistic next steps. Send a message today and meet the engineers who would actually do the work.
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Banks, lenders, and payment firms rely on our engineers for transaction platforms, risk models, and reporting tools. Our team works with finance clients to reduce manual reconciliation and keep audit trails clean.
Healthcare
Clinics and health platforms partner with us on patient portals, scheduling systems, and secure data exchange. In healthcare projects, our focus stays on privacy, interoperability, and interfaces staff learn quickly.
Education
Schools, universities, and learning platforms rely on our help with digital classrooms, enrollment systems, and analytics. Education teams get tools that make progress visible for students and instructors alike.
Construction
Contractors and project owners work with our team on field apps, cost tracking, and document control. For construction firms, connected data means fewer schedule surprises and faster decisions on site.
Technology
Product companies bring us in to strengthen engineering capacity, modernize legacy code, and add AI features. Our work with technology businesses focuses on clean architecture and release cycles that stay predictable.
Startups
Founders partner with us to turn early concepts into working products and validate them with real users. Startups get senior guidance on architecture choices that will not need rewriting after the first funding round.
Compliance
Regulated organizations engage our team for audit automation, policy tracking, and evidence collection. Compliance work becomes less manual when controls, logs, and reports live in one system instead of scattered files.
Energy
Utilities and energy companies collaborate with us on asset monitoring, demand forecasting, and grid data platforms. Energy operators gain clearer visibility into equipment health and consumption patterns across sites.
Integration API Services
Multiply business impact
Design, build, and deploy data-driven systems that automate operations, improve decision-making, and scale with your business.
SOLUTIONS DELIVERED
60+Data, AI, and automation systems implemented across real production environments.
YEARS OF EXPERIENCE
6+Hands-on expertise in data platforms, machine learning, and scalable system design.
PRODUCTIONS
45+From internal automation to customer-facing intelligent products.
ACTIVE ENGAGEMENTS
25+Ongoing partnerships focused on long-term value and continuous improvement.
Every dependable system begins with an honest technical conversation
Tell us where your current setup slows people down, what your users keep asking for, and what success should look like a year from now. Minneapolis companies deserve a partner who answers directly. Reach out and start that conversation.
Plain Talk
Minneapolis business culture values straight answers given with courtesy, and that is how our engineers communicate. Risks, delays, and tradeoffs reach you early, in words anyone at the table can follow.
Lasting Code
The Stone Arch Bridge has carried people across the Mississippi for well over a century because it was engineered with care. Our code follows the same idea: readable, tested, and documented so it outlives the first release.
Local Fit
Our engineers work remotely, yet everything they produce is localized for Minneapolis users, from language and formats to regional business rules. You get a product that feels made for your market rather than adapted to it.
Shared Ownership
The Mill District was shaped by crews who worked toward one goal along the river. We join your staff the same way, as teammates who care about outcomes as much as you do.
Measured Progress
Like the skyway network linking downtown one passage at a time, our roadmaps move forward in deliberate steps. Each milestone ships working functionality you can test, so progress is visible rather than promised.
Frequently Asked Questions
Everything you need to know about working with SoftDoes. Can’t find an answer?
How is communication handled with a remote development team?
Every client receives a dedicated project lead who acts as the single point of contact throughout the engagement. This approach ensures communication is streamlined, clear, and consistent. Weekly demos provide tangible progress by showcasing real working software instead of abstract slide updates, keeping stakeholders engaged and informed. Day-to-day questions and quick clarifications take place through familiar channels such as Slack, Microsoft Teams, or whichever collaboration tools your staff already uses, ensuring minimal disruption to existing workflows. All documentation, tickets, and decisions are stored in a shared workspace accessible at any time, ensuring transparency and that no critical information is lost or overlooked. If priorities shift or blockers arise, the team commits to surfacing these issues within 24 hours, rather than waiting for scheduled meetings, to maintain momentum and timely decision-making.
What types of custom software projects are a good fit for SoftDoes?
SoftDoes welcomes almost any project that addresses a clear and specific business problem. Clients often approach us with a variety of needs, ranging from new product concepts requiring validation to modernizing aging platforms that have become difficult to maintain. We also assist organizations looking to connect disparate data sources or integrate machine learning into existing workflows for enhanced automation and insight. Our consulting engagements vary in scale and duration, from short-term architecture reviews or design audits to multi-year partnerships supporting complex system development and evolution. Team size is flexible and tailored to the project’s needs, whether that means deploying a single specialist for a focused task or assembling a full cross-functional unit for comprehensive delivery. If your challenge is technical and requires expert guidance, it’s worth initiating a conversation.
Do you offer MVP development or only large enterprise systems?
SoftDoes supports projects across the spectrum, from lean MVPs to large-scale enterprise platforms. Developing an MVP often represents the most efficient first step for startups and innovators, allowing them to test assumptions with real users before committing significant resources. Our engineers design MVPs on a solid, clean foundation that facilitates seamless expansion into full-featured platforms without requiring costly rewrites. Larger systems follow the same disciplined approach, emphasizing modular architecture, automated testing, and comprehensive documentation to maintain quality and agility. The primary difference between MVPs and enterprise platforms lies in scope and scale, not in the rigor or standards applied. Many long-term client relationships began with a modest MVP that proved the concept and paved the way for further development.
How do you handle scope and changes in agile project management?
Project scope begins with a thorough discovery phase that translates business goals into prioritized requirements and realistic estimates. Change is expected and embraced as part of the agile process. Work proceeds in short, iterative sprints, allowing new ideas and evolving requirements to enter the backlog without disrupting ongoing development. Each change request undergoes a structured assessment to evaluate its impact on timeline, budget, and technical feasibility before any code is written. Clients approve every adjustment in writing, ensuring transparency and preventing unexpected costs or delays. This disciplined approach to change management keeps the project roadmap honest and flexible, balancing responsiveness with predictability.
What happens after launch with software maintenance and support?
Launching a product marks the start of a new phase focused on operational stability and continuous improvement. SoftDoes offers ongoing support plans that include performance monitoring, issue triage, and timely application of security patches to keep systems secure and reliable. Early usage data often reveals opportunities for refinement, which feed into iterative development cycles aimed at enhancing user experience and functionality. Cloud infrastructure costs are reviewed regularly to ensure spending aligns with actual demand and efficiency goals. For clients wishing to internalize product management, we provide structured handover processes that include comprehensive documentation and knowledge transfer sessions. Long-term support arrangements remain available for teams seeking continued partnership for performance tuning, feature expansion, or incident response.
Will we own the source code and IP?
Yes. Full ownership of all source code, designs, data models, and related intellectual property transfers to your organization as stipulated in the contract. From the very first commit, repositories can be hosted in your own accounts, ensuring control and autonomy. SoftDoes does not impose proprietary frameworks or licensing restrictions that would lock you into ongoing service agreements. All third-party library licenses are fully documented so your team understands the dependencies involved. Non-disclosure agreements (NDAs) are signed before any sensitive information is exchanged, protecting your business interests.
What makes SoftDoes different from a typical IT consulting agency?
Unlike typical agencies that focus primarily on delivering a finished product and moving on, SoftDoes operates as a long-term engineering partner invested in the ongoing health and evolution of your systems. Our team comprises senior consultants with deep expertise in architecture, AI, data engineering, cloud infrastructure, and UX design, rather than a generalist bench rotating between unrelated accounts. We assign dedicated senior consultants who remain engaged throughout the project and beyond, avoiding handoffs to junior staff after the sales phase. Every recommendation is accompanied by clear reasoning and trade-off analysis, empowering Hagerstown leadership to make informed decisions rather than following opaque advice. SoftDoes treats completed projects as the beginning of a relationship, offering advisory services that adapt as your organization’s needs change.
How do you price projects and estimate software development cost?
SoftDoes bases pricing on a clear understanding of project scope, complexity, and team composition rather than guesswork or open-ended hourly billing. Two primary pricing models accommodate most client needs. Fixed price engagements work best when requirements are well defined and stable, providing budget certainty and clear deliverables. Time and materials models suit projects with evolving requirements where flexibility and iterative development are priorities. Every estimate includes a transparent breakdown of roles, hours, and milestones, ensuring clients understand what they are paying for. For projects requiring additional clarity before full commitment, paid discovery phases offer a low-risk entry point.












