Ways I can help

Focused automation for workflows that have outgrown copy-and-paste

The best first project has a visible operator, a repeatable input, a costly failure mode, and a decision that should stay human.

Low-risk starting point

Automation Fix Sprint

Bring one repetitive spreadsheet, CSV, browser, reporting, or copy-and-paste task. I will map it, build the smallest useful fix, test it, and hand over the result with clear operating notes.

One clearly bounded workflow
Sanitized or synthetic test inputs
Working automation, repair, or implementation-ready diagnosis
Verification evidence and operator handoff

Workflow Automation Assessment and Quick Win

Map a repetitive process, identify the highest-value failure point, and deliver a bounded automation or implementation-ready roadmap.

Best fit: Teams with one repetitive, failure-prone process and a clear operator who owns the outcome.
Typical deliverables: Workflow map, risk and data boundary, prioritized quick win, tested implementation or implementation-ready roadmap.
Boundary: No vague digital-transformation program and no production access before scope, data handling, and approval gates are agreed.

CRM/Data Cleanup and Operational Reporting

Turn inconsistent exports into validated, deduplicated, reviewable data and reproducible operational reports.

Best fit: Operations teams working around inconsistent CRM exports, duplicate records, and manual reporting.
Typical deliverables: Import mapping, validation rules, reviewable duplicate candidates, audit trail, reproducible exports, and operator documentation.
Boundary: No silent merges, opaque lead ranking, source-system writeback, or contact automation without separate explicit scope.

Public-Data Monitoring or Browser Workflow Automation

Build careful collection and browser-assisted workflows with provenance, minimum permissions, and human approval gates.

Best fit: Teams repeatedly collecting legitimate public information or completing structured browser work by hand.
Typical deliverables: Source and permission review, bounded collection or browser flow, provenance, failure states, human review, and verification evidence.
Boundary: No restricted-data scraping, evasion, unsolicited messaging, automatic submissions, or broad permissions without demonstrated need.

Working principles

Useful before clever.

Start narrow.Define the smallest useful workflow and its acceptance criteria.
Make evidence visible.Preserve source context, reason codes, audit history, and limitations.
Keep judgment human.Put consequential actions behind explicit review and approval.
Earn complexity.Make the deterministic path valuable before adding AI.

Project fit

Start with the workflow, not a technology wish list.

Discuss the fit