Engineered Workflows

Services

Practical AI, Workflow & Automation Consulting

I help small and mid-sized teams replace fragile spreadsheets, manual reporting, inbox overload, and disconnected workflows with practical automation and better data systems.

AI can be part of the answer — but the best starting point is usually understanding where work gets stuck, where data breaks down, and which improvements will create real business value first.

Start Here

Focused assessments before custom builds

Not every workflow problem needs a custom app. Not every AI idea is ready to build. And not every spreadsheet needs to be replaced. A focused assessment gives your team a practical roadmap before investing in the wrong solution.

Assessment

AI & Automation Readiness

For teams curious about AI but unsure where it actually fits, what data or process gaps are in the way, and which use cases are worth pursuing.

  • Workflow and data readiness review
  • Practical AI and automation use-case map
  • Prioritized 30/60/90-day roadmap
Best first step when leadership is asking, “Where should we use AI?”
Assessment

Spreadsheet & Workflow Risk

For teams running important work through Excel, email, copy/paste steps, shared drives, or one-person process knowledge.

  • Critical spreadsheet and reporting dependency review
  • Manual effort, error risk, and bottleneck summary
  • Roadmap for quick wins and larger improvements
Best first step when a spreadsheet has become a business-critical system.
Build

Automation Sprint

For teams that already know which workflow needs to be fixed and want a focused implementation instead of open-ended consulting.

  • Excel, Power Query, VBA, Python, dashboard, or app build
  • Clear scope, working solution, and documentation
  • Handoff support so the tool fits the real workflow
Best next step after a roadmap or when the pain point is already obvious.

Ongoing Support

Workflow Partner Retainer

For organizations that need continued support improving reporting, automation, data cleanup, and operational processes. This creates a path from assessment to roadmap, implementation, maintenance, and continuous improvement.

How I Help

Capabilities that support the roadmap

Once the right starting point is clear, I help design and build the practical systems behind it — from Excel and Outlook automation to Python tools, dashboards, databases, and lightweight web applications.

Excel & Outlook automation

Excel • Outlook • Power Query • VBA

Most teams rely on Excel and Outlook daily — but rarely use them to their full potential. Features like Power Query, structured tables, dynamic formulas, and VBA can transform repetitive work into automated, reliable systems.

Concentrating data from many locations, validating it, and refreshing the same “I have to do this every week” workflow with a single click is often just the beginning.

  • Reduce multi-hour reporting processes to minutes
  • Automated dashboards and reminders
  • Eliminate repetitive data cleanup
  • Ensure data accuracy and consistency

Python tools

Automation • Data • Apps • ML

Python is an extremely flexible language — it can be used for everything from simple scripts and data cleansing, to analytics and machine learning, to full desktop and web applications (like the one you're reading right now).

Python's flexibility allows us to build tools that fit your workflow exactly — rather than forcing your workflow to adapt to rigid software.

  • Automated data pipelines and desktop utilities
  • Scripts that replace manual downloads and processing
  • Custom logic tailored to your workflow
  • Integration with existing systems

Web apps & databases

Django • Data • Shared workflows

When the right data and the right people meet in a shared system, coordination becomes dramatically simpler. Web apps backed by data range from ultra-small (something like “who is in space right now”) to the biggest platforms in the world — social networks, commerce, and streaming.

Do you have an idea that should be built? If you're currently coordinating work in email threads and spreadsheets, there's often a simple web app that can make everything easier.

  • Shared tools that converge teams on one data source
  • Secure role-based access and real-time updates
  • Replace email threads and spreadsheets with structured workflows
  • Integrations with email, exports, and APIs

Process

From roadmap to reliable workflow

The goal is not to sell a tool before the problem is understood. The goal is to identify the highest-value starting point, then build only what the workflow actually needs.

01

Assess

Inventory the workflow, data sources, manual steps, risks, and opportunities.

02

Prioritize

Separate quick wins from larger builds and avoid low-value automation or AI distractions.

03

Build

Implement focused improvements using the right mix of spreadsheets, scripts, dashboards, databases, or apps.

04

Support

Maintain and evolve the system as reporting needs, teams, and workflows change.

See how I've helped clients save time and unlock efficiency.

Real examples across reporting, automation, and lightweight apps.

Excel Outlook Power Query VBA Power BI Power Automate Python Automation Dashboards Web Apps Databases Prompt Engineering Generative AI Workflows SQL Visualization Modeling Analytics Data

Engagement

Flexible Ways to Work Together

Adaptable & Flexible

Start small, prove value quickly, then scale intentionally as your needs grow.

Special Project Work

Focused deliverables with clear scope, defined timelines, and measurable outcomes.

Email, In-Person, or Virtual

Work together in the way that fits your team and communication style.

Ongoing Support As You Need It

After an assessment or sprint, I can maintain and evolve your tools so they continue delivering value as your workflow changes.

Client Feedback

“It has been really successful all day - saved me about a weeks work so far.”
— Sean
Principal Engineer
Top UK Chemical Manufacturer

Not sure where to start?

Start with a focused assessment. You will get a clear roadmap whether the next step is AI, automation, better reporting, cleaner data, or a more reliable way to get work done.