Custom AI Solutions in Aurora, IL

We assign a dedicated point of contact for every engagement. Communication happens through Slack, email, or your preferred platform, with weekly syncs and async updates between sessions. You always have visibility into what the team is working on. Sprint demos let you see working features, not slide decks. If something is blocked or a decision is needed, we surface it immediately rather than waiting for the next scheduled meeting. This approach keeps projects moving and ensures your team stays informed without spending hours in status calls.

SoftDoes takes on projects ranging from quick prototypes to full production AI solutions. We work with companies that need a single ML model deployed, an entire data pipeline redesigned, or a custom web application with embedded intelligence. Hyperlocalized customer engagement can be through custom AI engines, and enterprise workflow automation fits equally well. What matters is a clear business problem and a willingness to iterate. We are committed to working with teams at every stage, from companies just starting to explore innovation to organizations with mature engineering departments seeking specialized support.

We work on different types of requests. Businesses can start with small AI solutions to address specific needs efficiently, and we recommend this approach when the data or the use case needs validation. An MVP might take a few weeks and test a single hypothesis. If it works, we expand it into a production system with full monitoring and security. Many of our longer engagements started as focused pilots. The key is making sure each phase answers a concrete question before committing to the next. This keeps cost predictable and outcomes measurable.

We use standard evaluation metrics: precision, recall, and F1 score for classification tasks; MAE and RMSE for forecasting models. Beyond technical metrics, we track business KPIs like error rate reduction, time saved per task, and revenue impact. AI enhances customer experience through personalized recommendations, and we measure that through engagement and conversion data. Every model goes through holdout testing, cross-validation, and production shadow testing before full deployment. We also set up ongoing monitoring for data drift and model drift, so performance issues get caught before they affect your operations.

After launch, we monitor model performance, retrain on new data as needed, and respond to any issues that come up. Choosing a software partner for business-critical products means thinking beyond the initial release. We offer maintenance agreements that cover retraining cycles, infrastructure updates, and feature additions. If your team wants to take over operations, we run knowledge transfer sessions and hand off complete documentation. The goal is a system that keeps working accurately whether we are involved or not.

You own everything: the source code, trained models, data pipelines, and all documentation. We use open frameworks and well-documented architecture, so there is no vendor lock-in. Your team or any future partner can pick up the codebase and continue development. This is a core principle at SoftDoes. We believe IP ownership protects your business and ensures long-term independence. Every contract states this explicitly.

Unlike many agencies that assign junior developers and rely on multiple layers of project management, our senior engineers take direct responsibility for the technical execution. With deep expertise in AI technologies, machine learning engineering, and data architecture, our specialists focus on delivering precise solutions rather than learning on your dime. We embed monitoring, retraining, and governance into every project to ensure sustainable, long-term performance. Aurora companies choose us because we approach technology as rigorous engineering, not a disposable service.

Pricing depends on scope, complexity, and timeline. We offer fixed price engagements for well-defined projects and time-and-materials contracts for exploratory or evolving work. Every engagement starts with a scoping phase where we define deliverables, milestones, and acceptance criteria. You receive a detailed estimate before any work begins. There are no hidden fees. If scope changes during a project, we discuss the impact on cost and timeline before proceeding. This keeps the process transparent and gives you full control over your investment.