
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
- 01Custom AI Solutions
> TAILORED AI FOR REAL OPERATIONS <
Erie has a limited number of dedicated AI development firms, and most off the shelf tools ignore the local constraints that matter to your business. Custom AI solutions from SoftDoes shape artificial intelligence around your actual processes, data sources, and operational realities. This means replacing scattered spreadsheets and manual data entry with consistent, AI supported decisions that your team trusts. An Erie company values a partner that understands regional business pace, resource limits, and the importance of fitting technology to the people who use it every day.
- Tailored data pipelines
- Decision support engines
- Custom recommendation logic
- Secure system integration
- Ongoing AI refinement
> AI THAT DRIVES DECISION EXCELLENCE <
Custom AI solutions empower Erie businesses to transform complex data into actionable insights. By embedding intelligence directly into workflows, these solutions reduce errors, speed decision-making, and enhance operational clarity. SoftDoes engineers AI that adapts to evolving business needs, ensuring your systems stay relevant and effective.
- Adaptive algorithms
- Real-time data processing
- Error reduction
- Decision automation
- Continuous learning systems
- 02Artificial Intelligence Development
> AI PRODUCT ENGINEERING <
How does a vague AI concept become a working system your team relies on? Artificial intelligence development at SoftDoes transforms ideas into concrete specifications and production ready services. We handle data quality issues, performance constraints, and the edge cases that generic tools ignore entirely. Erie leaders choose local aware expertise because custom AI tools in this region target legacy system integration and operational data optimization, not just surface level dashboards.
- AI system architecture
- Model selection strategy
- Data quality remediation
- Robust evaluation setup
- Secure API exposure
- 03Machine Learning Model Development
> MACHINE LEARNING EXPERTISE <
Machine learning model development predicts, classifies, or scores real business events using your historical data. SoftDoes works with CSV files, databases, ERP exports, and existing platforms to create models that answer questions your team asks every week. Our approach to feature engineering, cross validation, and error analysis ensures reliable outcomes from the start. Erie teams need models that stay accurate as conditions, regulations, and data shift over time, which is why drift and bias monitoring is part of every engagement.
- Prediction model design
- Feature engineering workflows
- Cross validation routines
- Drift and bias monitoring
- Model documentation packs
- 04AI-Driven Process Automation
> INTELLIGENT PROCESS AUTOMATION <
AI automation tools can handle document processing and automate workflows that previously required hours of manual effort. AI driven process automation from SoftDoes targets long response times, error prone approvals, and information bottlenecks inside Erie organizations. AI agents watch inboxes, forms, and data streams, then take the next steps reliably without constant oversight. Local companies prefer automation that respects existing tools, internal rules, and the way their teams actually work.
- Document understanding flows
- Email and ticket triage
- Approval routing logic
- Alerting and escalation
- Human in the loop review
- 05AI Operationalization
> PRODUCTION READY AI <
AI operationalization takes lab models into everyday use where they actually affect outcomes. SoftDoes handles deployment, monitoring, logging, and role based access tailored to Erie organizations and their compliance requirements. We prevent model decay with regular evaluation, version management, and performance tuning cycles. Leadership gains transparent metrics, clear ownership of AI assets, and confidence that the system remains reliable month after month.
- CI/CD for AI systems
- Observability dashboards
- Role based permissions
- Version and rollback plans
- Performance and cost tuning
> TAILORED AI FOR REAL OPERATIONS <
Erie has a limited number of dedicated AI development firms, and most off the shelf tools ignore the local constraints that matter to your business. Custom AI solutions from SoftDoes shape artificial intelligence around your actual processes, data sources, and operational realities. This means replacing scattered spreadsheets and manual data entry with consistent, AI supported decisions that your team trusts. An Erie company values a partner that understands regional business pace, resource limits, and the importance of fitting technology to the people who use it every day.
- Tailored data pipelines
- Decision support engines
- Custom recommendation logic
- Secure system integration
- Ongoing AI refinement
> AI THAT DRIVES DECISION EXCELLENCE <
Custom AI solutions empower Erie businesses to transform complex data into actionable insights. By embedding intelligence directly into workflows, these solutions reduce errors, speed decision-making, and enhance operational clarity. SoftDoes engineers AI that adapts to evolving business needs, ensuring your systems stay relevant and effective.
- Adaptive algorithms
- Real-time data processing
- Error reduction
- Decision automation
- Continuous learning systems
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Partnering with finance organizations on AI data analytics, reporting automation, and compliance workflows.
Healthcare
Supporting healthcare operations through intelligent automation, patient communication, and decision support systems.
Education
Applying adaptive learning insights and AI powered analytics to support administrators and educators.
Construction
Enabling project optimization, schedule prediction, and AI risk assessment for construction teams.
Technology
Advancing AI product development, platform extensions, and machine learning platforms for tech teams.
Startups
Shaping MVP AI design and rapid experimentation for founders who need speed and clarity. Startups need cost effective ways to test AI concepts without overcommitting resources.
Compliance
Establishing AI compliance controls, governance frameworks, and transparent audit systems.
Energy
Applying predictive analytics and AI driven monitoring to support energy operations and asset 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.
Numbers Don’t Lie
Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.
WHAT CLIENTS SAY
Independently verified reviews from real clients on Clutch.co
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
Erie clients interact directly with senior AI and software engineers from day one. This shortens feedback loops, eliminates miscommunication, and improves solution quality at every stage. Domain understanding, data modeling, and architecture conversations happen without extra intermediaries or account managers filtering the details. Requirements get clarified faster because the person asking questions is the same person writing the code. Realistic assessments replace optimistic guesses, so your team always knows what is feasible and what is not. This direct access is what makes our custom AI solutions in Erie effective and efficient.
- 02Predictable Delivery
Planning, milestones, and transparent communication give Erie teams confidence in timing and outcomes. Work is broken into clear phases with defined deliverables, so there are no surprises at the end of a sprint. Regular check ins and progress summaries surface risks early enough to address them. Short validation cycles refine AI behavior before wider rollout, keeping implementation on track. AI automation projects typically go live in 2 to 6 weeks, depending on complexity and data readiness. This approach suits both short focused pilots and extended multi phase programs.
- 03Built to Last Past Launch
Every AI system SoftDoes creates is designed for maintainability and future change. Readable code, solid test coverage, and clear configuration mean your internal team or any future partner can understand what was done and why. Documentation targets both engineers and operations teams, so knowledge does not disappear when an engagement ends. We apply strategies to handle model drift and data changes over time, including scheduled evaluation and retraining workflows. Successful custom software fits real workflows and supports user roles without constant re-engineering. Erie organizations that expect AI to support long term plans need systems that age well.
- 04No Babysitting Required
SoftDoes teams operate with high autonomy once goals and constraints are clear. We detect issues proactively through monitoring and alerting, and we report findings before they turn into problems. Erie stakeholders stay informed through dashboards and concise status notes instead of micromanaged meetings. AI implementation includes training staff to use new tools effectively, so adoption happens naturally. Internal teams can focus on strategy and customers while AI work moves forward on schedule. Custom software development should be judged by business fit and reliability, and our approach ensures both without requiring your constant attention.
Technologies We Use
AI MODELS & LLMs
ML FRAMEWORKS
AI CLOUD PLATFORMS
AI AUTOMATION TOOLS
DATABASES / DATA INFRASTRUCTURE
Frequently Asked Questions
Everything you need to know about working with SoftDoes. Can’t find an answer?
How is communication handled when you implement AI?
We establish a communication rhythm early, typically weekly status calls combined with async updates through shared workspaces. Erie clients talk directly to a lead engineer or engagement lead, never a rotating cast of junior staff. Decisions, risks, and changes related to AI integration are logged and confirmed in writing so nothing gets lost. Response times are agreed upfront, and escalation paths are clear from the start. We adjust communication style and frequency to match your team structure and preferences. AI solutions can improve customer interactions and automate processes, and clear communication is what makes that happen smoothly.
What types of projects are a good fit for SoftDoes?
Process heavy operations, data rich environments, and complex decision flows are all strong candidates. Both focused pilots and wider machine learning programs fit our engagement model well. If you have an unclear idea, we can begin with a discovery engagement to frame the problem and map the opportunity. Custom logic, integration with several systems, or legacy data challenges are situations where our expertise matters most. Custom AI solutions in Erie focus on workflow automation and data analytics across a wide range of organizational sizes. Very small tasks can be grouped into a coherent project scope that makes the investment worthwhile.
Do you build MVPs or only large AI platforms?
SoftDoes creates MVP AI software and also extends into mature platforms, depending on where you are in your AI journey. An MVP focuses on a single sharp outcome with minimal features, designed to validate assumptions quickly. The approach is different from a long term system, but the engineering standards remain equally high. Learnings from the MVP directly inform architecture and data decisions for what comes next. Erie teams can start small without locking into rigid paths or overcommitting resources. Custom software can integrate with existing systems to enhance operations at any stage of maturity.
How do you measure the success and accuracy of an AI model?
We define success metrics jointly with Erie stakeholders before development begins, tying quantitative accuracy measures to real business KPIs. Validation uses held out data and real world test runs to confirm that models perform under actual conditions. AI is utilized in manufacturing for production optimization and predictive maintenance, and measurement in those contexts includes production throughput and defect rates alongside model precision. Ongoing monitoring catches drift, error patterns, and fairness concerns before they affect decisions. Results are shared through simple reports and dashboards accessible to technical and non technical stakeholders alike. This continuous support loop ensures your AI system remains accurate and relevant.
What happens after launch of an AI solution?
A hypercare period follows every launch, with closer monitoring and rapid fixes for anything that surfaces in real usage. We run training sessions and hand over documentation so your internal team understands the system thoroughly. Feedback loops refine models and rules based on actual user behavior and operational outcomes. AI chatbots can handle inquiries 24/7 for Pennsylvania businesses, and post launch tuning ensures those interactions improve over time. Options range from ongoing support to full handoff to your in house team. We also discuss the future roadmap for additional AI features so the system keeps creating value.
Will we own the code and IP for our custom AI system?
Erie clients retain full ownership of custom code and intellectual property unless a different arrangement is explicitly agreed. This commitment is written into the contract language before work begins. We maintain clear separation between our reusable internal libraries and your client specific logic. At engagement close, we hand over repositories, documentation, and all access credentials. Ownership enables your internal teams or other partners to extend the system independently. Automated data integration architecture and every other technical asset we create for you belongs to you.
What makes SoftDoes different from a typical AI consulting agency?
Erie's AI integration landscape is driven by regional IT implementation firms, many of which focus on configuring existing tools rather than engineering new ones. SoftDoes brings deep engineering focus, not just strategy slides or vendor demos. You get direct access to senior practitioners and architects who handle architecture, data modeling, and production deployment. We combine AI, data engineering, and product thinking in a way that produces working software, not presentations. Rigorous delivery habits and emphasis on maintainable systems mean your AI investment keeps performing. Success is measured in reliable AI behavior and measurable business outcomes, not in hours logged.
How do you price AI development tailored solutions?
Pricing depends on scope, complexity, and team composition. We offer project based pricing, phased engagements, and ongoing arrangements depending on what fits the situation best. Discovery efforts clarify estimates for Erie teams before any major commitment, so there are no hidden assumptions. Transparency in timelines, resourcing, and technical constraints keeps cost discussions grounded. AI implementation services integrate AI into business operations, and our pricing reflects the real effort required to do that well. Every cost discussion stays tied to clear outcomes and the specific constraints of your enterprise.
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.

































































