Three ways to work together
Most teams start with an Operations Audit. A few already know what they want built and skip ahead. Others want an ongoing partner instead of a project. If none of these fit cleanly, the first call is where we figure that out.
Start here if you're not sure
Operations Audit
Before you commit engineering time to building anything, get a grounded read on where AI and modern automation are likely to pay off, and where they add more risk than they remove. The audit gives you a prioritized list of what to automate, streamline, or leave alone, with the cost and risk weighed behind each recommendation.
Examples of audit work
Each audit is scoped to your situation. Past engagements have included a mix of:
- Stakeholder interviews to understand workflows and priorities
- Workflow and pipeline analysis to surface strong (and weak) candidates for automation
- Data and system readiness assessment
- Cost and risk assessment for each opportunity
- Documentation and knowledge audit
- Written assessment with prioritized recommendations
- Go/no-go reasoning to guide your next decision
What the work aims for
The goal is to give you a clear next step: where to focus, what to address first, and whether this is the right time. Specific outputs depend on what we scope together.
Who this is for
- Engineering leaders weighing AI and automation but unsure where they pay off
- Teams that adopted AI coding tools and haven't seen the throughput gains land
- Leaders who want an independent read before committing engineering time and budget
Start here if you know what you want to build
Implementation Partnership
Once we know the opportunity is real, from an Operations Audit or from work you've already done, I help build the solution: the integrations into your existing systems, the documentation, and time spent training the people who will run it.
Work is delivered in phases. You see real progress at each one, judge whether we're on track, and decide whether to continue, so you're never committing to the whole build before you've seen it work.
Common builds include internal tooling, data and integration pipelines, agents and agentic workflows, and the operational systems that keep them running.
Examples of partnership work
Each phase is scoped to its own goal. Past engagements have included a mix of:
- Solution development and engineering
- Integration with existing tools and workflows
- Testing against real scenarios with your data
- Documentation written for your team, not for engineers
- Training for staff who use and maintain the work
- Deployment and launch support
- Transition to ongoing advisory
What the work aims for
The goal is to leave your team with capability they can actually run, integrated with your systems and documented well enough to maintain. Specific outcomes depend on the phases we scope together.
Who this is for
- Teams with a validated opportunity ready to build
- Engineering orgs that need hands-on help, not just a strategy deck
- Teams that want to build internal capability while the work ships
Start here if you need an ongoing partner
Fractional Advisory
Modernizing how you build and operate isn't one project. The teams that move fastest treat the first build as the start of a series, keeping the data and integrations reusable for the next one. Fractional advisory lets you build that capability gradually, with senior guidance, without hiring a full-time person.
Examples of advisory work
Cadence and scope are tailored to each engagement. Past partnerships have included a mix of:
- Regular advisory sessions at a cadence that fits your needs
- Strategic guidance on technology, automation, and AI decisions
- Technical architecture review for new projects and vendor proposals
- Team mentoring to build internal capability
- Vendor evaluation and selection support
- Ongoing optimization of deployed solutions
What the work aims for
I act as the technical partner who knows your systems well enough to give you a straight answer, without a full-time hire.
Who this is for
- Engineering orgs modernizing how they build and operate over the medium term
- Growing teams whose complexity is outpacing their platform and process
- Leaders who want senior operational judgment on call without a full-time hire
Not sure which fits?
Tell me what you're working on. I'll tell you whether what you need is the audit, the build, the advisory, none of those, or someone other than me.