AI Engineering Partner

Services & Engagements

Hands-on workshops, custom AI tools, workflow automation, and ongoing support for software engineering teams.

Service 01

Team Workshops

Hands-on AI training built around your actual codebase and workflows.

Live workshops designed for real engineering teams — not generic AI demos. Training happens inside your actual environment, with your tools and code, so skills transfer immediately to daily work. Available in-person or fully remote.

What's Included
AI literacy for software teams
Cursor and GitHub Copilot setup and best practices
Prompting techniques for engineering tasks
Using AI in your actual codebase and workflow
How AI changes code writing and debugging
PR and code review workflow adaptation
Risk, hallucinations, and practical guardrails
Security and privacy in AI tool use
Hands-on exercises in your real environment
Team Q&A and follow-up resources
Engagement Details
FormatFull-day or half-day workshop
DeliveryIn-person or remote (Zoom)
Team size5–30 engineers
PricingCustom — based on team size and scope
Service 02

Custom AI Tools

Internal AI tools built for your team's specific engineering workflows.

Off-the-shelf AI tools don't always fit your team's specific context. We design and build custom internal tools tailored to your workflows — coding copilots, review assistants, documentation helpers, and dev productivity tools that integrate directly into how your engineers work.

What's Included
Internal coding copilots
Review and triage assistants
PR summary generators
Documentation helpers
Knowledge retrieval tools
Dev workflow automations
Engagement Details
ScopeCustom per engagement
DeliveryRemote or on-site
TimelineDiscussed during discovery
PricingProject-based — book a call to discuss
Service 03

Workflow Automation

Automate repeatable engineering and operational workflows using AI.

We identify your highest-ROI automation targets, build and test them, and make sure they work reliably in your real environment. Focus is on automations that save measurable time for your engineering team every week.

What's Included
PR summaries and release notes
Ticket triage and categorization
Documentation generation
Support handoff workflows
Internal knowledge extraction
Changelog and update generation
Engagement Details
ScopeScoped per automation target
DeliveryRemote
TimelineFast turnaround for high-value targets
PricingProject-based — book a call to discuss
Service 04

Ongoing Support

Post-workshop and post-implementation support so adoption actually sticks.

Workshops and implementations without follow-on support rarely produce lasting change. We offer flexible support models designed to fit your team's rhythm — whether you need weekly office hours, async help, or a retainer-based advisory relationship.

What's Included
Weekly office hours
Slack or Teams async support
Retainer-based advisory
Monthly check-ins and architecture review
Follow-up enablement sessions
Onboarding new engineers to AI workflows
Engagement Details
ModelsRetainer, hourly, or session-based
DeliveryRemote (Slack, Zoom, async)
CommitmentMonth-to-month available
PricingDiscussed during discovery call
Also Available · Productized Offering

Prototype to Production

A structured upgrade path for AI-built apps (Lovable, Replit, and similar). Three fixed-scope tiers from code independence to full AWS-scale architecture — designed to replace unnecessary platform overhead with a foundation you own.

Independence ($7.5k) · Production Readiness ($3.5k) · Scale Architecture (from $18k) · Fractional CTO retainers

Not sure which engagement is right for your team?

Book a 30-minute discovery call. We'll assess your current AI usage, identify the highest-ROI opportunities, and give you a direct recommendation — no commitment required.