Capabilities

Custom software development

Applications, services, and command-line tools built to a written requirement and delivered with full source code.

• Web applications and APIs, including accounts, roles, and payments
• Workflow and automation tools that replace manual, error-prone steps
• Version-controlled delivery with tagged releases, tests, and release notes
• Delivery to the customer's own repository when required

AI and machine-learning systems

Taking models and research workflows from "works on one machine" to repeatable, operable systems.

• Image and document analysis pipelines
• Multi-model ensembles with consensus and quality gating
• Evaluation against reference data, with documented accuracy and limitations
• Human review built into the workflow wherever results carry consequences

Data engineering and pipelines

Automated acquisition, processing, and product generation for large or growing datasets.

• Batch and scheduled processing with status tracking and resumable runs
• Organized storage of inputs, configuration, logs, and outputs for reproducibility
• Configurable processing steps that users can run without code changes
• Designs that accept new data sources and methods without a rewrite

Code review and DevSecOps

Independent assessment and improvement of existing code bases and development practices.

• Code metrics baselines: size, complexity, test and documentation coverage, dependencies
• Static and dynamic analysis with open-source tooling, triaged by hand to remove false positives
• Findings rated by severity, with specific, actionable recommendations
• CI/CD pipelines for build, analysis, test, and coverage on every change

Cloud hosting and operations

Deployment and ongoing operation of web applications and data services.

• Automated, repeatable deployments traceable to a specific code version
• Rollback procedures and post-deployment health checks
• Configuration kept under version control and validated before release

Technical training and documentation

Material that lets customer staff install, operate, and extend what we deliver.

• Installation, configuration, and user guides
• Virtual or on-site training sessions with supporting materials
• Final reports covering design, limitations, and recommended next steps

Program support

Contract review and project management for defined efforts, including AI-assisted review of contract documents for risks, obligations, and compliance gaps, with a person accountable for every recommendation.