
services we offer
- [ Software Development ]
Features ship with embedded analytics from day one. We produce event schemas and experiment backlogs alongside code, ensuring releases are measurable. Custom software development allows businesses to create tailored solutions that meet their specific operational needs, enhancing efficiency and productivity. The custom software development process typically involves several stages, including requirements gathering, design, development, testing, and deployment, ensuring that the final product aligns with business goals. Our process is designed to support developers with precise specifications and streamlined workflows, facilitating collaboration between development and UX teams for seamless implementation.
- [ UX/UI DESIGN ]
- User Experience Design
- User Interface Design
- Product Design
Design decisions connect to product analytics through heatmaps, funnels, and session recordings. We create A/B testable prototypes with pre-defined success metrics, not just visually appealing screens. Our UX designer collaborates closely with product and development teams to deliver prototypes and optimize user experience. UI/UX services include mobile app design, app usability testing, and are tailored for SaaS platforms, web design, and user interface design to enhance usability, engagement, and growth.
- [ Data Science & Engineering ]
- Data Science Services
- Data Analytics Solutions
- Enterprise Data Management
- Data Strategy and Governance
We create semantic layers and metric hierarchies. Your team debates priorities using shared definitions, not conflicting spreadsheets.
- [ Architecture & Consulting Services ]
- Business Analytics
- IT Consulting
- Digital Transformation
- Product Management
- Code Audits
- Database Design & Development
We design systems that prioritize data flow. Event-driven architectures using services like AWS Lambda align infrastructure with product hypotheses. Architecture choices emerge from your specific product needs, not generic templates. Investing in custom software development can lead to a competitive advantage by providing unique features and functionalities that off-the-shelf solutions may not offer, thus better serving the target audience.
- [ AI & Machine Learning ]
- Artificial Intelligence Development
- Machine Learning Model Development
- Custom AI Solutions
- AI-Driven Process Automation
- AI Operationalization
Models like churn predictors and recommendation engines connect directly to product outcomes. We build with explainability in mind, using techniques like SHAP to show why models make specific predictions.
- [ Cloud services ]
- Cloud Computing Solutions
- DevOps and Cloud Infrastructure
- Cloud Migration Services
- Managed Cloud Services
We centralize product data in warehouses like Snowflake or Azure Synapse with clear governance. Companies are shifting towards automated ETL and ELT processes for data structuring and analysis, improving operational efficiency. We help implement these modern data pipelines.


A short session turns scattered metrics into a clear roadmap
Bring your current analytics stack and your biggest product questions. We will map out what matters, what to measure, and what to build next.
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Financial teams in Tampa leverage transaction and risk data to refine digital products with our partnership, achieving faster iterations with analytics integration according to local fintech reports.
Healthcare
Healthcare organizations rely on product analytics to improve patient-facing tools with SoftDoes support, boosting treatment adherence through engagement metrics according to USF studies.
Education
Learning engagement and assessment data help evolve education platforms together with SoftDoes, lifting course completion rates according to Tampa edtech statistics.
Construction
Construction firms turn field reports and project updates into better digital workflows with SoftDoes, cutting project delays through data-informed coordination according to industry benchmarks.
Technology
Technology companies in Tampa connect telemetry and user data to faster product iterations with SoftDoes, often achieving velocity improvements and ongoing improvement through continuous optimization.
Startups
Startups use early usage metrics and experiments to validate product ideas with SoftDoes as partner, with local accelerator data showing survival uplift for data-informed ventures.
Compliance
Compliance-focused teams keep audit trails and product evidence aligned with SoftDoes guidance, ensuring traceability for regulatory requirements according to sector reports.
Energy
Energy organizations combine operational and user data to refine digital interfaces alongside SoftDoes, enhancing product effectiveness through ongoing improvement and optimization according to sector analyses.
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.
You can share your vision to SoftDoes directly
Send a brief description of your current product stack, the questions your data cannot answer today, and what you want to learn. We will identify practical next steps for turning your existing information into actionable product decisions.
Local Insight
We stay close to Tampa product teams, respecting their specific context while keeping remote execution efficient. Deep understanding of regional nuances like port logistics or university partnerships shapes how we approach each engagement.
Clarity
We transform abstract analytics into simple narratives that stakeholders can debate and approve quickly. No one should need a statistics degree to understand why we recommend a particular product direction.
Evidence
Every material decision is supported by event data, research notes, or experiments. We do not make assumptions. Ninety percent traceability means anyone can trace a decision back to its source.
Continuity
SoftDoes maintains long-running product context so each new feature builds on previous learning. We document what worked, what failed, and why. Your institutional knowledge grows with each iteration.
Transparency
Open access to dashboards, documentation, and decision logs keeps Tampa partners informed. No hidden processes. Teams can access the same data and tools we use, creating aligned understanding.
Frequently Asked Questions
Everything you need to know about deploying, scaling, and securing your neural agents with SoftDoes. Can’t find an answer?
How is communication handled for analytics driven product work?
Communication follows a structured cadence focused on productive collaboration. We use Slack or Teams for daily coordination with quick responses during workdays. Weekly or bi-weekly reviews with Tampa stakeholders focus on dashboards, experiment status, and decisions, not presentations. Each meeting reviews live data, documents key conclusions with metric references, and stores them in shared knowledge bases accessible to your team. Availability extends beyond calls for urgent data-driven issues. SoftDoes assigns a single technical contact and product lead to simplify communication.
What types of projects are a good fit for SoftDoes as a product analytics partner?
We handle projects ranging from focused features to multi-quarter engagements. Typical work includes new product launches with instrumentation, UX revisions based on user data, and data platform modernization. Teams with event tracking but no experimentation process gain immediate value. We clarify metrics, tracking, and questions before development. Alignment on business context matters more than project size. MVPs with strong data discipline are as valuable as large enterprise projects.
Do you build MVPs or only large systems for data informed products?
We support both MVPs and complex platforms with consistent data rigor. MVPs focus on minimal features with strong instrumentation from the start, enabling real-time usage insights. Larger systems use phased delivery with measurable validation checkpoints. The same event schemas and metric hierarchies apply regardless of scope. MVP dashboards allow founders to see early user behavior and make data-driven decisions.
How do you handle scope and changes in a metrics focused roadmap?
Scope evolves with product insights but stays disciplined. Changes require specific metrics or user evidence before approval, preventing opinion-driven scope creep. Priorities shift based on data, with open trade-off discussions on timelines and data quality. Significant changes trigger replanning sessions to align expectations. We help overcome cultural resistance by demonstrating how data improves decisions.
What happens after launch for a data enabled product?
Post-launch focuses on monitoring, learning, and iteration. We track baseline performance with anomaly alerts and compare usage to expectations. Metrics reviews assess success honestly and guide refinements. SoftDoes offers ongoing support for analytics and experiments beyond launch. Documentation captures learning to inform future roadmaps. We assist teams in managing costs, data overload, cultural resistance, and data quality challenges.
Will we own the code and IP for our data and product systems?
Clients retain full ownership of all code, infrastructure, and models. Work is done in client-controlled environments to protect intellectual property. SoftDoes provides internal tools but all custom assets belong to clients. Ownership clarity supports regulatory compliance and continuity. All documentation and assets remain accessible after engagement ends.
What makes SoftDoes different from a typical digital agency?
SoftDoes is an embedded technical partner, not a distant vendor. Data instrumentation, experimentation, and architecture are core concerns from the start. Clients work directly with senior engineers and architects. Product discussions start from metrics and constraints, not just aesthetics. We integrate product, data, and infrastructure into a unified decision process. Our deep client integration creates better outcomes than traditional agencies.
How do you price projects that require data and product expertise?
Pricing depends on team composition, data complexity, and product scope. We offer project-based and ongoing partnership models. Discovery workshops refine estimates based on technical realities. Transparency includes clear role-based cost breakdowns. Scope changes lead to collaborative updated estimates.














