
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
- 01Custom AI Solutions
> CUSTOM AI SOLUTIONS <
Generic AI cannot solve specialized problems. Custom ai development addresses unique data structures, regulatory requirements, and domain-specific constraints that no off-the-shelf tool can handle. SoftDoes builds intelligent solutions tailored to your exact specifications. We work with you to define objectives, select approaches, and create systems that match your business goals.
- Domain-specific model training
- Physics-informed AI for technical applications
- Interpretable models for regulated sectors
- Edge deployment for latency-sensitive use cases
- Scalable solutions for varying workloads
> AI INTEGRATION EXPERTISE <
Need to connect ai technologies with your current infrastructure? Successful ai integration requires understanding both your existing systems and the capabilities of new ai services. We handle API development, data pipeline connections, and system architecture to ensure seamless operation.
- Legacy system compatibility
- Real-time data synchronization
- Secure API endpoints
- Performance optimization at connection points
- 02Machine Learning Model Development
> MACHINE LEARNING MODEL DEVELOPMENT <
Building a machine learning model is only the beginning. Making it work reliably in production is where most projects fail. SoftDoes handles the full ML lifecycle: data acquisition, labeling, feature engineering, training, evaluation, and deployment. We focus on practical metrics like precision, recall, AUC, and latency requirements. Seattle companies need ai models that perform under real-world conditions with noisy data and changing user behavior.
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Model development requires understanding your specific domain. Generic solutions miss critical nuances. We build bespoke ai solutions that account for your data quality, interpretability needs, and operational constraints. Whether you need predictive analytics for forecasting or computer vision for quality control, our data science team creates models designed for your exact use case. Every project includes clear documentation and knowledge transfer.
- Training data preparation and quality assessment
- Algorithm selection based on problem type
- Hyperparameter tuning and model optimization
- Performance testing under production conditions
- Model versioning and reproducibility tracking
- 03Artificial Intelligence Development
> ARTIFICIAL INTELLIGENCE DEVELOPMENT <
Seattle businesses face a critical challenge. Off-the-shelf AI tools cannot handle unique data structures, regulatory demands, or domain-specific requirements. That is where custom artificial intelligence development becomes essential. We design, train, and deploy AI systems built around your exact business objectives. SoftDoes works as a technical partner, not a vendor, helping Seattle companies move from concept to production with precision. Our ai development process covers everything from algorithm selection to infrastructure setup.
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AI technologies solve real problems. Prediction tasks, anomaly detection, natural language processing, computer vision, and recommendation engines all require careful engineering. Seattle hosts over 400 AI companies and draws talent from institutions like the Allen Institute and the University of Washington. We leverage this ecosystem while providing direct access to senior ai engineers who understand both the technical and business sides. Our ai software development approach focuses on measurable outcomes, not theoretical possibilities.
- Custom algorithm design for specific business processes
- Integration with AWS and Azure cloud platforms
- Data pipeline architecture and feature engineering
- Model validation and performance benchmarking
- Compliance documentation for regulated environments
- 04AI Operationalization
> AI OPERATIONALIZATION <
Most AI projects never reach production. They stall during deployment, fail under load, or degrade over time without proper monitoring. AI operationalization solves this. It means moving your ai systems from prototype to reliable production with proper infrastructure, monitoring, drift detection, and retraining pipelines. Seattle companies demand uptime and performance. We provide both. SoftDoes implements full lifecycle operations including CI/CD pipelines, automated testing, and performance tracking. We handle the complexity of cloud computing deployments, edge scenarios, and hybrid architectures. Your ai models maintain optimal performance long after launch.
- Production deployment with SLA guarantees
- Model monitoring and drift detection systems
- Automated retraining pipelines
- Cloud and edge deployment options
- Security and data privacy compliance
- 05AI-Driven Process Automation
> AI-DRIVEN PROCESS AUTOMATION <
Repetitive tasks consume resources and introduce human error. AI powered solutions automate these processes while maintaining accuracy and speed. We combine intelligent automation with natural language processing and conversational ai to handle customer service, document processing, claims review, and administrative workflows. Automation is not about replacing people. It is about freeing them for higher-value work. SoftDoes builds automated systems that integrate with your existing systems and business operations. We start with a proof of concept to demonstrate technical feasibility before committing to full implementation. Our approach reduces operational costs while improving consistency across business processes.
- Document classification and data extraction
- AI powered chatbots for customer interaction
- Workflow optimization with intelligent routing
- Integration with existing enterprise software
- Performance monitoring and continuous improvement
> CUSTOM AI SOLUTIONS <
Generic AI cannot solve specialized problems. Custom ai development addresses unique data structures, regulatory requirements, and domain-specific constraints that no off-the-shelf tool can handle. SoftDoes builds intelligent solutions tailored to your exact specifications. We work with you to define objectives, select approaches, and create systems that match your business goals.
- Domain-specific model training
- Physics-informed AI for technical applications
- Interpretable models for regulated sectors
- Edge deployment for latency-sensitive use cases
- Scalable solutions for varying workloads
> AI INTEGRATION EXPERTISE <
Need to connect ai technologies with your current infrastructure? Successful ai integration requires understanding both your existing systems and the capabilities of new ai services. We handle API development, data pipeline connections, and system architecture to ensure seamless operation.
- Legacy system compatibility
- Real-time data synchronization
- Secure API endpoints
- Performance optimization at connection points
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Regulatory compliance and data security guide AI in financial services. We build ai solutions that meet audit standards and help automate decision making. Our governance ensures transparency in every deployment.
Healthcare
Handling patient data requires expertise and compliance. We develop ai systems that integrate with clinical workflows, maintain HIPAA standards, and support better outcomes through predictive analytics.
Education
Learning platforms benefit from AI-powered systems tailored to individual needs. We create solutions for personalized instruction, automation, and resource management, addressing educational institutions' unique challenges.
Construction
Managing complex projects benefits from AI. We develop custom solutions that integrate with project tools and use machine learning for forecasting and optimization.
Technology
Tech companies require ai services that fit engineering standards. We collaborate with software teams to add ai capabilities without disrupting systems. Our consulting focuses on practical, proven integration.
Startups
Speed is crucial. Startups need a right ai development company to move from concept to MVP fast. We help turn ideas into products with minimal overhead and maximum learning through rapid iteration.
Compliance
Regulated sectors face unique AI challenges. We build ai systems with explainability, bias monitoring, and audit trails. Our consulting helps meet regulations while applying advanced ai.
Energy
Energy systems produce vast data. AI improves forecasting, maintenance, and optimization. We develop intelligent solutions that enhance efficiency and support sustainability through data science and automation.
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.
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 Seattle, WA – 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 ai engineers. No account managers translating your requirements incorrectly. No junior developers learning on your project. Our senior team handles architecture decisions, implementation, and technical discussions. This direct access speeds up development and improves outcomes. Problems get solved by people who understand them.
- 02Predictable Delivery
AI projects often run over time and budget. We prevent this through structured planning, clear milestones, and transparent communication. You know what is happening at every stage. Our ai implementation methodology includes regular checkpoints and realistic timelines. We account for the uncertainty inherent in machine learning work while maintaining accountability.
- 03Built to Last Past Launch
Launch is not the finish line. AI systems require ongoing attention: monitoring, retraining, optimization. We build with maintenance in mind from day one. Our architectures support continuous improvement and evolution as your needs change. You get ai systems designed for long-term operation, not just initial deployment.
- 04No Babysitting Required
We manage ourselves. You do not need to chase updates or attend unnecessary meetings. Our team handles project coordination internally and communicates proactively. You get results without dedicating your own resources to managing the development process. This approach works because we hire experienced professionals who take ownership.
Technologies We Use
AI MODELS & LLMs
ML FRAMEWORKS
MLOPS & AI INFRASTRUCTURE
AI CLOUD PLATFORMS
AI AUTOMATION TOOLS
DATABASES / DATA INFRASTRUCTURE
Frequently Asked Questions
How is communication handled in AI projects?
We maintain clear, consistent communication throughout every AI project. You receive regular status updates without attending daily standups. We use collaborative tools for documentation and feedback. Technical discussions happen directly with engineers, not filtered through multiple layers. Questions get answered within hours, not days. Our communication style matches the sophistication of our AI services.
What types of AI projects are a good fit for SoftDoes?
We work across project sizes and timelines. Quick prototypes, MVP development, enterprise AI integration, and long-term partnerships all fit our model. Workflow automation can be achieved using low-code tools to streamline business processes. The common thread is technical complexity that benefits from experienced engineering. We handle AI consulting engagements, full custom AI development, and AI operationalization projects. If your project involves serious AI software development, we can help.
Do you build MVPs or only large AI systems?
Both. MVPs help validate ideas before major investment. We build lean initial versions that test core assumptions with real users. From there, projects can expand into comprehensive AI systems. Many clients start with a proof of concept and grow into long-term partnerships. Our development approach adapts to your stage and budget.
How do you measure the success and accuracy of an AI model?
Metrics depend on the problem type. Classification tasks use precision, recall, F1 scores, and AUC. Regression problems use RMSE and MAE. Production AI models also need performance metrics: latency, throughput, resource consumption. We define success criteria during project planning and track them throughout development. Our AI engineers set up monitoring dashboards for ongoing performance visibility.
What happens after AI solution launch?
Launch begins the operational phase. We provide support for monitoring, bug fixes, and optimization. Machine learning models drift over time as data changes. We set up retraining pipelines and performance alerts. Support packages range from limited maintenance to full managed services. Your AI systems continue to deliver value long after initial deployment.
Will we own the code and intellectual property of the AI solution?
Yes. You own everything we build. Code, models, documentation, and intellectual property transfer to you completely. Custom AI architectures allow for precise security controls and compliance with data privacy regulations. We retain no proprietary claims. This policy ensures you can maintain, modify, or transfer your AI solutions without restrictions. Full ownership is standard in our agreements.
What makes SoftDoes different from a typical AI development agency?
We act as a technical AI partner, not a body shop. Our engineers have deep expertise in artificial intelligence, not just general software development. We focus on production-ready systems, not just prototypes that never deploy. Direct communication with senior staff eliminates translation problems. Our proven track record includes complex AI systems operating reliably at enterprise requirements.
How do you price AI development projects?
Pricing depends on scope, complexity, and engagement type. Fixed-price works for well-defined projects. Time and materials suits exploratory work where requirements evolve. Retainer arrangements provide ongoing support and development capacity. We provide detailed estimates after understanding your specific AI implementation needs. Transparency guides every pricing discussion.
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.



































