Let's build together.
Talk with a senior engineer about your product idea, architecture, and what it would take to build it.
90+
Active Client Partnerships
80+ Person
Product & Engineering Team
100%
Your Code & IP Ownership
U.S.-Led
Delivery & Accountability
Services we offer
- 01Data Science Services
> ADVANCED MACHINE LEARNING MODELS <
Raw data hides valuable behavioral patterns that standard software simply misses. We design sophisticated predictive analytics systems to help leadership teams anticipate market shifts. Our engineers turn disorganized information repositories into operational clarity. Pittsburgh organizations partner with us when off the shelf tools fail to meet heavy analytical demands.
- Custom algorithm design
- Predictive maintenance forecasting
- Automated pattern recognition
- Neural network optimization
- Continuous model tuning
> INTELLIGENT SYSTEM ARCHITECTURE <
Unstructured datasets hold answers to your most difficult operational bottlenecks. SoftDoes engineers advanced custom neural networks that interpret subtle trends hidden deep inside your systems. Local enterprises leverage big data processing to handle millions of transactions without latency. We ensure your machine learning models continuously adapt as your incoming data streams evolve.
- Real time stream processing
- Automated classification pipelines
- High throughput ingestion
- Latency reduction tuning
- Distributed cluster setup
- 02Data Analytics Solutions
> ACTIONABLE INTELLIGENCE PLATFORMS <
Modern enterprises sit on mountains of untapped operational telemetry. We engineer custom big data processing pipelines to surface hidden bottlenecks. Our specialists clarify complex metrics into straightforward dashboard visualizations. Local management teams rely on our expertise to make confident operational choices based on concrete evidence.
- Custom reporting dashboards
- Behavioral cohort analysis
- KPI tracking frameworks
- Automated anomaly alerts
- Multi source data blending
- 03Enterprise Data Management
> UNIFIED INFORMATION REPOSITORIES <
Fragmented file systems slow down daily technical workflows across every department. We structure comprehensive storage frameworks that keep enterprise assets secure. Our architects streamline database performance to eliminate frustrating processing delays. Regional corporations choose SoftDoes to establish absolute control over their digital archives.
- Data warehouse architecture
- Database schema migration
- Automated backup routines
- Information hygiene audits
- Storage capacity planning
- 04Data Strategy & Governance
> ARCHITECTURAL BLUEPRINTING <
Unmanaged assets expose organizations to severe compliance risks and operational inefficiencies. We establish strict compliance frameworks while maintaining rapid data accessibility. Our consultants map out long term technical roadmaps tailored to organizational goals. Pittsburgh enterprises trust SoftDoes to protect their proprietary information assets properly.
- Regulatory compliance mapping
- Data lineage tracking
- Access permission matrices
- Risk mitigation planning
- Information lifecycle policies
> ADVANCED MACHINE LEARNING MODELS <
Raw data hides valuable behavioral patterns that standard software simply misses. We design sophisticated predictive analytics systems to help leadership teams anticipate market shifts. Our engineers turn disorganized information repositories into operational clarity. Pittsburgh organizations partner with us when off the shelf tools fail to meet heavy analytical demands.
- Custom algorithm design
- Predictive maintenance forecasting
- Automated pattern recognition
- Neural network optimization
- Continuous model tuning
> INTELLIGENT SYSTEM ARCHITECTURE <
Unstructured datasets hold answers to your most difficult operational bottlenecks. SoftDoes engineers advanced custom neural networks that interpret subtle trends hidden deep inside your systems. Local enterprises leverage big data processing to handle millions of transactions without latency. We ensure your machine learning models continuously adapt as your incoming data streams evolve.
- Real time stream processing
- Automated classification pipelines
- High throughput ingestion
- Latency reduction tuning
- Distributed cluster setup
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Capital markets require rigorous mathematical precision and lightning fast transaction processing systems. SoftDoes engineers reliable computational frameworks for complex financial calculations.
Healthcare
Clinical researchers and hospital administrators depend on accurate patient record management. We handle sensitive medical archives with strict confidentiality standards.
Education
Modern institutions need interactive learning management portals and remote access portals. We engineer reliable digital campuses for modern students.
Construction
Job site management involves tracking massive equipment fleets and material inventories across regions. We deploy mobile telemetry apps for field engineering teams.
Technology
Software enterprises require robust infrastructure and scalable backend services. We optimize distributed computing environments for heavy workloads.
Startups
Early stage ventures need rapid product prototypes to test market assumptions. We engineer functional minimum viable products for rapid deployment.
Compliance
Regulatory frameworks demand meticulous record keeping and automated audit trails. We implement stringent security measures for heavily regulated sectors.
Energy
Power generation utilities require constant monitoring of remote grid infrastructure. We build telemetry networks for energy distribution management.
Transparency at each stage
Discovery & Alignment
Defined goals and a precise roadmap ensure your vision is realized without unexpected pivots or hidden costs.
Technical Strategy
Senior engineers select the optimal tech stack with clear architectural reasoning for long-term scalability.
Iterative Development
Gain real-time access to code and staging environments with regular demos to track every milestone as it happens.
Careful Testing
Receive transparent QA, security, and performance audits to ensure a flawless and stable launch every time.
Deployment & Support
Stay in total control with full documentation and proactive monitoring to keep your systems running at peak performance.
Start Your Data Science Project
Pittsburgh companies working in defense, research, and local commerce deserve a data science team that understands secure environments and complex data. Reach out and tell us what you are working on. We will respond with a technical assessment and a clear engagement plan within days.
Numbers Don’t Lie
Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.
- Startup
- Real Estate
Our Haus AI
A finance professional turned founder built Our Haus AI, an AI-powered collaborative workspace where homeowners and contractors scope, bid, contract, and document renovation projects together. SoftDoes took her prototype and made it production-ready.- 10XMVP scope delivered
- 2+years Ongoing partnership
- 1Fully owned Platform
- Finance
- Energy
Deepwater Insights
Deepwater Insights delivers proprietary alternative data and niche research on the offshore drilling and energy sector to institutional investors, family offices, and high-net-worth individuals who require coverage that larger firms don't provide.- 100%Brand Continuity
- 2Platform Distribution
- 100%Paywall-Ready Content
- Real Estate
The building buyer
The Building Buyer is a Florida-based real estate investment firm co-founded by Dylan Troiano and Charles Hanlin. They acquire single-family, multifamily, and commercial properties across South Florida and beyond, with a focus on motivated seller opportunities.- 18Weekly hours saved
- 2+Years Ongoing partnership
- 1Fully owned Platform
- Education
- Non-Profit
WOVEN & NICE
Woven is a Spring Valley, NY nonprofit running the NICE program (New Training Inclusive Community Environment) in four Rockland County schools. Their team supports students through restorative practices, mediation, and professional development for teachers and administrators.- 4Schools Served
- 4Weeks to Launch
- 1STTime on Upwork
- Healthcare
CareInTouch
CareInTouch is a Bay Area home health agency providing skilled nursing and therapy services to patients referred from hospitals and clinics. With over 100 staff, they operate in one of the most complex and compliance-driven healthcare markets in the country.- 40% Reduction In Billing Errors
- 100+Staff Operations Managed
- 0Missed Compliance Deadlines
- Startup
Sparkle The Cleaning Service
Sparkle The Cleaning Service is a Detroit-area residential cleaning company with 10 years in business, connecting homeowners with vetted, insured independent cleaners through a subscription-based marketplace platform.- 75% Platform Transparency
- 2XPlatform Growth
- 40%Higher User Retention
- Startup
DineMate
DineMate is a Maryland-based dating and connecting platform built around verified profiles, restaurant reservations, and prepaid dining experiences. Founded to bring back authenticity to how people meet and connect.- 60% Time Saved
- 99%System Reliability
- 40%Higher User Retention
- Healthcare
Prior Authorization AI
Prior Authorization AI is a healthcare automation startup building AI-powered tools to streamline prior authorization for Medicare and Medicaid medical transportation providers in New Jersey.- 16Weekly hours saved
- 63%Admin time reduced
- 43%Fewer submission errors
- Education
Grand Central Language Services
Grand Central Language Services provides translation and interpretation for organizations operating in complex, multilingual environments. As demand grew, internal workflows became harder to manage. SoftDoes built a custom platform to streamline coordination, improve visibility, and support scalable operations.- 72%Workflow Reduction
- 48%Coordination Reduction
- 83%Visibility Increase
- Healthcare
FMY Orthodontics
FMY Orthodontics, a multi-location practice in West Tennessee, partnered with SoftDoes to replace a spreadsheet-based financial workflow with a custom web platform. The goal was to simplify how staff present treatment financing while allowing patients and families to review and complete decisions remotely.- 60%Workflow Reduction
- 75%Remote Adoption
- 5Locations Aligned
Forbidden Alchemy
Forbidden Alchemy is an alternative fashion brand creating dark, provocative clothing for the metalhead community, with 10% of profits donated to mental health awareness. Its mostly mobile audience struggled with a store that was hard to navigate and weak on functionality.- +44%Revenue Month Over Month
- 86%Design Satisfaction
- 2.8XUser Retention Growth
Altera
Altera builds on decades of computational neuroscience research to create digital human beings for gaming. Backed by a $2M pre-seed round led by Andreessen Horowitz, the team needed a landing page that could explain complex agent technology to players, partners, and investors.- 98%Dynamic Customization
- 100%Streamlined Navigation
- $2MPre-Seed Round
- Real Estate
Brizacorp
Brizacorp manages residential properties and coordinates the staff who handle painting, cleaning, and repair requests. Its team tracked work across messengers, phone calls, e-mail, and paper planners, with no single place to manage requests or measure performance.- 98%Application Stability
- 95%Utilization Rate
- 30%Faster Task Completion
Color & Harmony
Color & Harmony is a Kentucky-based color consulting studio led by certified color strategist Diana Cartaya. The studio needed a website that reflects its refined aesthetic, showcases its portfolio, and explains a science-based color process in simple language.- 45%Conversion Rate Increase
- 50%Higher User Engagement
- 2Months to Launch
The Modern Gentlemen
The Modern Gentlemen sells premium men's skincare featured in Men's Health, GQ, and Men's Journal. Its customers wanted an efficient routine, but generic product suggestions and limited skincare knowledge made choosing the right products hard.- 30%Increase in Conversions
- 25%Higher Customer Retention
- 92%Mobile Purchases
OQ Technology
OQ Technology connects IoT devices, machines, and people anywhere on the planet through its satellite network, serving energy, maritime, logistics, agriculture, and mobile operators. Its website made it hard to explore products and reach pricing plans.- 4Pricing Plans Clarified
- 3Dedicated User Flows
- 1Unified Platform
- Real Estate
- Finance
Stay Vest
Stay Vest is a private real estate investment firm that acquires, renovates, and operates boutique hotels for cash flow, tax benefits, and equity gain. It needed a platform that explains its strategy and earns the trust of passive investors.- 1,500+Guest Stays
- 200+Rooms Managed
- 5States Covered
Bokeyno Motorsports
Bokeyno Motorsports is the leading mobile installer of vertical doors for high-performance cars. This Shopify website isn’t just about services—it’s a bold statement of power, style, and expertise. With a sharp layout, strong visuals, and real-world case studies, the site delivers all the information car enthusiasts need to book confidently and instantly.- 54%Booking Requests
- 43%Lead Conversion
- 32%Qualified Inquiries
ai document processing platform
A comprehensive talent solution designed to help companies attract, hire, and retain top talent more effectively. The platform combines AI-powered recruitment technology with employee financial wellbeing programs, enabling smarter hiring decisions while supporting employees’ financial stability and long-term engagement.- 62%Faster Processing Time
- 78%Less Manual Work
- 35%Improved Accuracy
WHAT CLIENTS SAY
Independently verified reviews from real clients on Clutch.co
Client Story
Real feedback from
FMY Orthodontics
“Their perseverance and solution-oriented mindset. SoftDoes consistently found ways to make things work, added features we had not originally envisioned, and never became frustrated. It felt like working with a true partner who cared about the success of our practice.”
Dan Merwin
DDS, MS -- President, FMY Orthodontics
Client Story
Real feedback from
Prior Authorization AI
“Every time I sent a request, if there was anything that didn't work, they were able to turn it around quickly. Even when there were no updates yet, they always reached out to let me know they were working on it.”
Joseph Oluwo
Founder of Prior Authorization AI
Client Story
Real feedback from
WOVEN
“What stood out most was their commitment to understanding our needs before presenting solutions.”
Danna Pastran
Administrative Operations Manager, WOVEN
Client Story
Real feedback from
Grand Central Language Services
“The site performs as intended and provides the foundation for our company's digital presence.”
Joe Goldstein
QA Manager, Grand Central Language Services
Client Story
Real feedback from
DineMate
“They go above and beyond.”
Eric Snead
CEO, DineMate "Dating Connecting Platform"
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 data scientists and engineers. No account managers or coordinators stand between you and the people building your solutions. Every interaction is technical and focused on outcomes. Our specialists bring deep expertise in mathematics, statistics, and machine learning. Questions are answered by the practitioners doing the work, not filtered through intermediaries. This direct access removes barriers, accelerates progress, and keeps priorities clear at every stage.
- 02Predictable Delivery
Every engagement runs on a disciplined framework with defined milestones and deliverables. Weekly demonstrations highlight working software instead of slide decks. Timelines are based on estimates from engineers with direct experience on similar projects. Fixed scope agreements provide clarity on what will be delivered and when. Progress is tracked transparently through shared dashboards and documentation. Each sprint and contract concludes without surprises.
- 03Built to Last Past Launch
We design AI systems for sustained operation rather than short demonstrations. Architectures are built to scale with rising data volumes and evolving business demands over years of use. Every engagement includes detailed documentation, deployment guides, and structured knowledge transfer for your team. Code is written to remain clear, maintainable, and extendable for future engineers without requiring our return. Training is integrated into the process, never sold as an extra. The platform continues running smoothly long after our involvement concludes.
- 04No Babysitting Required
Our teams operate independently. You set the priorities, and we manage execution, communication, and issue resolution without constant supervision. Daily standups, asynchronous updates, and proactive flagging keep you informed without chasing status. When challenges arise, we resolve them or escalate with solutions already prepared. This model enables your leadership to focus on running the business instead of managing vendors. Limited oversight on your side is intentional, not incidental.
Technologies We Use
DATA ANALYTICS & BI
DATA SCIENCE & ML TOOLS
DATA PLATFORMS & WAREHOUSES
BIG DATA & DATA PROCESSING
Frequently Asked Questions
Everything you need to know about working with SoftDoes. Can’t find an answer?
How is communication handled during data science projects in Pittsburgh, PA?
We maintain direct, transparent channels through dedicated engineering leads. Local teams communicate via scheduled milestone reviews and continuous asynchronous updates. You speak directly with the engineers writing your code rather than dealing with account intermediaries.
What types of data science projects in Pittsburgh, PA, are a good fit for SoftDoes?
Complex custom machine learning algorithms and predictive analytics pipelines represent our core expertise. We excel when off the shelf software fails to handle heavy data loads. Projects requiring deep architectural customization align perfectly with our engineering focus.
How do you price data science services in Pittsburgh, PA?
We structure agreements around specific project scopes and technical deliverables. Every initiative receives a custom evaluation based on required engineering hours and architectural complexity. This approach ensures you pay solely for targeted technical outcomes.
How do you handle data privacy and security during model training?
Security remains central to our engineering methodology from day one. We implement strict encryption protocols and access controls during every phase of model training. Your proprietary assets stay protected within isolated and secure environments.
How do you handle scope changes in data science projects?
Technical discovery often uncovers new opportunities as implementation progresses. We manage adjustments through transparent impact assessments and collaborative planning sessions. This keeps your engineering roadmap flexible without compromising ongoing execution.
What happens after a data science project launch in Pittsburgh, PA?
Post launch support includes performance monitoring, model tuning, and system maintenance. We ensure your new technical assets adapt smoothly to shifting operational demands. Our team remains available for continuous optimization and architectural expansion.
Will our business own the source code and intellectual property?
Your organization retains complete ownership of all custom code and intellectual property upon project completion. We deliver fully documented assets directly to your internal teams. You maintain absolute freedom over your technical infrastructure.
What makes SoftDoes different from typical data science agencies in Pittsburgh, PA?
We operate as an engineering partner rather than a generic vendor. Our team prioritizes high end technical execution over empty marketing claims. Every solution is custom engineered to match your exact operational requirements.
EHR Software Development Cost in 2026: Complete Budgeting Guide for U.S. & Canadian Healthcare
Healthcare
Building a custom electronic health record system is a major technology investment for healthcare organizations. However, the cost discussion is often unclear due to varying vendor quotes, underestimated compliance layers, and confusion between EHR, EMR, and practice management software.
How to Build an E-Learning Platform in 2026: Strategy, Architecture, and Costs
EdTech
The global eLearning market surpassed $325 billion and continues to grow as enterprises, universities, and independent creators invest in digital education across the U.S. and Canada. If you are planning to build an e learning platform, the decisions you make in the first few weeks will shape your costs, timeline, and competitive position for years. This guide covers everything from choosing a business model to launching an MVP, written from SoftDoes' perspective as a software engineering partner for regulated, high demand industries.
Legal Case Management Software Development: A Complete Guide for Law Firms in 2026
Web development
Legal case management software is the operational backbone of modern law firms. It coordinates every moving piece of a practice, from matter intake and deadline tracking to billing, document automation, and client communication, all within a single system. The legal case management software market was valued at $8.7 billion in 2023, is growing at a CAGR of 11.5% from 2024 to 2031, and is forecasted to reach $12.3 billion by 2031. With 88% of lawyers now using cloud computing software for case management, firms across the U.S. and Canada are moving past generic tools and investing in custom platforms that reflect how they actually practice law. This guide covers how to plan, build, and evolve a custom legal case management system, not just how to pick a product off the shelf. SoftDoes is a U.S. and Canada focused software engineering partner with deep experience in LegalTech and regulated industries, and we'll reference their approach throughout.
