Ch3rryPi3 Artificial Intelligence (AI)

Artificial intelligence (AI) and machine learning (ML) consulting

Deliver AI systems that your team can trust and scale.

We partner with startups, small- and medium-sized enterprises (SMEs), and enterprise teams to turn data into production-ready AI products, from strategy through deployment.

Start a projectExplore services
Senior-led delivery pods
Secure, compliant workflows
Measurable product impact

Engagement snapshot

Senior delivery pods for critical AI initiatives.

We embed with your team to deliver reliable models, workflows, and infrastructure that hold up in production.

Delivery path
Strategy and alignment
Data engineeringModel development
EvaluationMachine learning operations (MLOps)Enablement
  • Product strategy and return on investment (ROI) modeling
  • Data pipelines and feature foundations
  • Custom model development and evaluation
  • Machine learning operations (MLOps) and large language model operations (LLMOps) for production reliability
Security-firstReproducible pipelinesMeasurable outcomesSenior-led delivery

What we do

Hands-on AI delivery for modern product teams

From strategy to production, we build AI systems that earn trust and drive measurable business value.

Strategy and product alignment

Clarify the highest-impact use cases, define return on investment (ROI), and build a delivery roadmap that your team can execute.

Data engineering foundations

Design resilient pipelines, quality checks, and governance that keep models reliable in production.

Model development to deployment

Build, evaluate, and deliver machine learning (ML) and large language model (LLM) systems that are measurable, secure, and easy to maintain.

How we work

A clear, senior-led delivery process

We pair strategic guidance with implementation through Agile software delivery sprints so your team delivers confidently and quickly.

Step 1

Discover

Align on goals, constraints, and success metrics with your product and engineering leaders.

Step 2

Design

Architect data flows, model strategies, and safety checks that fit your stack and risk profile.

Step 3

Build

Implement fast, senior-led delivery sprints with clear demos and checkpoint reviews.

Step 4

Operationalize

Launch with monitoring, documentation, and a handoff plan for long-term reliability.

Media highlights

What we’re sharing

Fresh posts, announcements, and reposts from our latest work.

Ready to build

Launch your next AI initiative with confidence.

We help teams move from ideas to production with a focused scope, clear success metrics, and pragmatic delivery.

Schedule an intro call