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Services

Every engagement is unique, but our outcomes are consistent. Below are some of our common offerings.

Outcome-focused offers

Applied ML & LLM Deployment

Practical models that serve your product

  • Local, private model deployment with evaluation tools
  • Retrieval-Augmented Generation with guardrails and monitoring
  • Hand-off docs for reproducible training and inference
Best for: Product leaders adding ML/LLMs to existing workflows

Modernize & Automate

Infrastructure, CI/CD, and developer experience that scales.

  • Infrastructure-as-Code Deployments
  • Pipelines for build, test, and release with observability
  • Cost and performance tuning with clear metrics
Best for: Teams reducing deployment burden, outages, and cloud spend

Greenfield Build Sprint

From idea to working prototype in weeks, not months.

  • Clickable or deployed MVP with core flows
  • Repo with CI/CD and dev containers
  • Architecture notes and next-steps roadmap
Best for: Founders and teams exploring a new product or feature

Research & Investigate

Plan your next innovation.

  • Greenfield execution plan
  • Build stakeholder knowledge and vision
  • Establish objectives and key results
Best for: Leaders looking to leverage the leading edge of technology

Engagement models

Choose the model that fits your timeline and risk. Pricing is transparent and scoped to outcomes.

Hourly

Flexible efforts to align on objectives or meet small development milestones

  • Meet and confer
  • Project Planning
  • Initial Research
Typical duration: < 1 week

Sprint

Focused, fixed-scope push to achieve a defined outcome.

  • Weekly demo
  • Async updates
  • Artifacts & docs
Typical duration: 2–4 weeks

Project

Milestone-based delivery for larger outcomes.

  • Roadmap & milestones
  • Tracking & reviews
  • Handoff plan
Typical duration: 6–12 weeks

Advisory / Fractional

Ongoing guidance with hands-on hours as needed.

  • Strategic Vision
  • Technical leadership
  • Project Management
Typical duration: Month-to-month

Capabilities & tools

Building from the ground up requires a wide skillset. These are some of the technical competencies we apply to new initiatives.

  • C, C++, Python, JavaScript/TypeScript, Java, Kotlin, Swift, Objective‑C, Bash
  • React, CSS, HTML
  • Kubernetes, AWS, Ansible, Terraform, CI/CD
  • Altium, EAGLE CAD, embedded firmware
  • On-Premises LLMs, Edge ML, Data Pipelines, Statistical Models
  • Agile Development

Not sure which option fits? Let’s scope your needs together in 15 minutes.

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