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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
> BUSINESS ANALYTICS <
Business analytics transforms fragmented data into meaningful insights that drive better decision making. Many NYC organizations collect data from multiple data sources but struggle to connect it into a coherent picture. We build systems that handle data collection, data integration, and analysis so your teams can focus on outcomes rather than spreadsheets. Our team designs analytics solutions tailored specifically to how your business operates. This includes descriptive reporting, diagnostic analysis, and predictive analytics modeling. We work with your existing tools or recommend the best solution for your infrastructure, whether that means cloud data warehouses, BI dashboards, or custom ML pipelines.
- Descriptive and diagnostic reporting systems
- Predictive modeling for revenue and operations
- Dashboard development using Looker Studio, Tableau, or Power BI
- Data quality monitoring and validation
- KPI tracking aligned to business outcomes
> PREDICTIVE ANALYTICS MODELING <
How do you move from understanding what happened to anticipating what comes next? Predictive models use machine learning and statistical analysis to forecast outcomes based on historical patterns. We build models for demand forecasting, risk scoring, churn prediction, and other use cases where getting ahead of trends provides competitive advantage.
- Forecasting models for revenue and demand
- Risk and anomaly detection systems
- Customer behavior prediction
- Model monitoring and retraining pipelines
- 02IT Consulting
> IT CONSULTING <
IT consulting provides the technical expertise needed to make strategic decisions about your data infrastructure. NYC companies often face choices about cloud platforms, data architecture, and integration patterns without clear guidance. We help you evaluate options, design systems, and plan migrations that align with your business goals. Our consulting services include infrastructure assessments, platform selection, and roadmap development. We bring experience across AWS, GCP, Azure, and hybrid environments. The focus is always on building systems that scale while keeping costs predictable.
- Cloud platform evaluation and selection
- Data architecture design and review
- Integration strategy for legacy systems
- Security and compliance assessments
- Cost optimization analysis
- 03Digital Transformation
> DIGITAL TRANSFORMATION <
Digital transformation moves your operations from manual processes and legacy systems to data driven workflows. Many NYC companies run on outdated software that creates data silos and slows decision making. We modernize these systems by embedding analytics directly into business operations. Our team handles the entire transformation process. This includes migrating data assets, building new pipelines, and training users on modern tools. The goal is automation that reduces manual work while enabling smarter decisions across the organization.
- Legacy system migration to cloud platforms
- Process automation and workflow optimization
- Embedded analytics in operational systems
- Change management and user training
- Performance monitoring and optimization
- 04Product Management & Product Ownership
> PRODUCT MANAGEMENT & OWNERSHIP <
Product management for analytics ensures your data initiatives deliver measurable value. Many companies build dashboards and reports that never get used. We provide product ownership that focuses on metrics, user adoption, and continuous improvement. Our approach starts with understanding what decisions your teams need to make. We define success metrics, prioritize features, and iterate based on real usage patterns. This ensures your analytics tools actually drive customer satisfaction and business growth.
- Analytics product roadmap development
- User research and requirements definition
- Feature prioritization based on business impact
- Adoption tracking and optimization
- Stakeholder alignment and communication
- 05Database Design & Development
> DATABASE DESIGN & DEVELOPMENT <
Database design creates the foundation for reliable analytics. Poor data architecture leads to slow queries, inconsistent reporting, and systems that break under load. We build databases, data warehouses, and lakehouses that handle the volume and complexity NYC businesses demand. Our team designs schemas optimized for your specific query patterns. We implement data modeling best practices, set up access controls, and ensure disaster recovery. The result is data infrastructure that scales with your growth without requiring constant maintenance.
- Data warehouse and lakehouse architecture
- Schema design for analytical workloads
- Performance tuning and query optimization
- Access control and data governance
- Backup and disaster recovery planning
- 06Code Audits
> CODE AUDITS <
Code audits identify problems in your existing analytics systems before they cause failures. Many companies inherit pipelines, models, or dashboards built without documentation or testing. We review code quality, data lineage, and system reliability to find risks and recommend fixes. Our audits cover ETL pipelines, ML models, and reporting systems. We check for accuracy, reproducibility, and compliance with industry practices. You receive a clear report with prioritized recommendations so your team knows exactly what to address.
- Pipeline and ETL code review
- ML model validation and testing
- Data lineage and documentation assessment
- Security and compliance verification
- Performance bottleneck identification
> BUSINESS ANALYTICS <
Business analytics transforms fragmented data into meaningful insights that drive better decision making. Many NYC organizations collect data from multiple data sources but struggle to connect it into a coherent picture. We build systems that handle data collection, data integration, and analysis so your teams can focus on outcomes rather than spreadsheets. Our team designs analytics solutions tailored specifically to how your business operates. This includes descriptive reporting, diagnostic analysis, and predictive analytics modeling. We work with your existing tools or recommend the best solution for your infrastructure, whether that means cloud data warehouses, BI dashboards, or custom ML pipelines.
- Descriptive and diagnostic reporting systems
- Predictive modeling for revenue and operations
- Dashboard development using Looker Studio, Tableau, or Power BI
- Data quality monitoring and validation
- KPI tracking aligned to business outcomes
> PREDICTIVE ANALYTICS MODELING <
How do you move from understanding what happened to anticipating what comes next? Predictive models use machine learning and statistical analysis to forecast outcomes based on historical patterns. We build models for demand forecasting, risk scoring, churn prediction, and other use cases where getting ahead of trends provides competitive advantage.
- Forecasting models for revenue and demand
- Risk and anomaly detection systems
- Customer behavior prediction
- Model monitoring and retraining pipelines
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
We ship software that handles real money, real risk, and real regulators. Our business analytics solutions for finance include fraud detection, risk modeling, and compliance reporting that meet strict regulatory requirements.
Healthcare
We build software that fits clinical reality, not just specs. Our healthcare analytics solutions handle patient outcomes data, claims analysis, and operational dashboards while maintaining HIPAA compliance.
Education
Our education analytics work includes retention modeling, performance dashboards, and learning platform optimization. We build systems that grow with enrollment without requiring constant rebuilding.
Construction
Our construction analytics solutions handle project tracking, resource allocation, and financial reporting across multiple job sites. We integrate with existing tools rather than forcing process changes.
Technology
Our technology sector clients need data pipelines, ML infrastructure, and analytics platforms that handle scale and complexity. We build systems designed for continuous development and extension.
Startups
From first version to real traction without painting yourself into a corner. Our startup analytics solutions include MVP dashboards, growth metrics tracking, and data infrastructure that scales with your business.
Compliance
Our compliance analytics work includes reporting systems, audit trail implementation, and monitoring dashboards. We build solutions that make demonstrating compliance straightforward rather than painful.
Energy
Our energy sector analytics includes asset performance monitoring, predictive maintenance, and operational dashboards. We build for the reliability standards that critical infrastructure demands.
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 New York City, NY – 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 the engineers building your business analytics system. There are no account managers relaying messages or junior developers learning on your project. When you discuss technical tradeoffs, the person in the conversation is the same person implementing the solution. This means decisions translate directly into code without information loss. Questions get answered by people who understand the full context. The result is faster progress and better outcomes because expertise is applied directly rather than filtered through organizational layers.
- 02Predictable Delivery
Work is scoped, sequenced, and delivered in clear increments for every analytics project. Before development starts, we define exactly what will be built and when. Progress is visible throughout the engagement. There are no surprises where timelines slip without explanation or features appear that nobody requested. Changes happen through explicit discussion, not scope creep. This approach lets you plan around delivery dates with confidence and ensures resources are allocated effectively.
- 03Built to Last Past Launch
The system is designed for long term use, maintenance, and change from day one. Launch is the starting point, not the finish line. Every analytics platform needs updates as data sources change, business requirements evolve, and users request new capabilities. We architect systems with this reality in mind. Code is documented. Pipelines are modular. Infrastructure scales without rewrites. You get a business analytics solution that serves you for years rather than months.
- 04No Babysitting Required
Execution does not depend on constant client oversight or reminders. Our teams manage their own work, surface issues proactively, and keep projects moving forward. You should not need to check in daily or chase updates. We handle coordination, identify blockers, and communicate status regularly. This frees your internal resources to focus on running your business while we focus on delivering your analytics solution on schedule.
Technologies We Use
ENTERPRISE PLATFORMS & BUSINESS SYSTEMS
DATABASES & DATA INFRASTRUCTURE
ENGINEERING, DEVOPS & PRODUCT TOOLS
DATA ANALYTICS & AI
CLOUD PLATFORMS
Frequently Asked Questions
How is communication handled for business analytics projects?
A project manager leads updates, scope discussions, and timeline tracking for every engagement. Engineers are brought into planning sessions, tradeoff discussions, and technical decisions so nothing gets lost in translation. You get regular status updates without needing to request them. When questions arise about implementation details or architecture choices, you hear directly from the people doing the work. This structure keeps everyone aligned while respecting your time.
What types of business analytics projects are a good fit for SoftDoes?
We work on projects ranging from standalone dashboards to complete data infrastructure buildouts. Long term products, business critical systems, and analytics platforms that need maintenance and evolution after launch are all good fits. We also handle shorter engagements like code audits or architecture assessments. The common thread is work that requires genuine technical expertise and benefits from senior engineering involvement rather than volume based delivery.
Do you provide independent business analytics audits or only end to end consulting?
We offer both. Sometimes clients need a thorough assessment of existing systems without committing to a full rebuild. Our audit services review code quality, data pipelines, ML models, and reporting systems to identify risks and improvement opportunities. Other clients want end to end delivery from strategy through implementation. We structure engagements based on what you actually need rather than pushing toward larger scopes.
How do you handle scope and changes in business analytics projects?
Work starts from a defined scope that both parties agree on before development begins. Changes are discussed, estimated, and prioritized explicitly. We do not absorb new requests silently or let scope creep affect delivery. When you want to add features or shift priorities, we have a clear conversation about impact and tradeoffs. This approach keeps projects predictable while still allowing the flexibility that real business needs require.
Do you provide implementation oversight after the business analytics strategy is ready?
Yes. Strategy without execution is just a document. We can stay engaged through implementation to ensure the vision translates into working systems. This might mean overseeing internal teams, handling implementation directly, or providing technical guidance during buildout. The level of involvement depends on your internal capabilities and preferences. We help you get from strategy to running analytics infrastructure.
Will we own the code and IP for our business analytics solution?
Yes. You own 100% of the code, repositories, and intellectual property from day one. There are no licensing arrangements, retained ownership clauses, or dependencies on SoftDoes for continued operation. Everything we build belongs to you completely. This includes all source code, documentation, infrastructure configurations, and ML models. You can modify, extend, or hand off the system to any team without restrictions.
What makes SoftDoes different from a typical business analytics agency?
Senior engineers, direct communication, predictable delivery, and long term ownership. We do not operate like volume based outsourcing firms that rotate junior developers through projects. You get experienced professionals who have built analytics systems for years. Communication happens without intermediary layers. Delivery follows clear timelines. Systems are designed to last. This combination produces better outcomes than traditional agency models.
How do you price business analytics projects?
Engagements are structured around clear scope and defined outcomes. We focus on long term value rather than lowest upfront cost. Pricing reflects the seniority of the team, complexity of the work, and timeline requirements. You get a clear understanding of costs before work begins. There are no hidden fees or surprise charges. The goal is a fair exchange that aligns our success with yours.
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.



































