Start With the Right System
Defined scope · Clear deliverables · Built around a specific operational outcome.
I start with a defined business problem and the data you already have. I standardize the inputs, run them through a purpose-built workflow, validate the findings, and deliver clear outputs and recommended actions. From there, the workflow can remain a repeatable service or be automated for ongoing use.
Operational Systems Built Around Defined Problems
Defined inputs. Repeatable analysis. Clear outputs. Built to move from diagnostic to ongoing automation where it makes sense.
Customer Health System
The bottleneck: customer health signals live across multiple systems, making it difficult to see which accounts actually require attention.
What it does: compiles available health signals, identifies risk and expansion indicators, and prioritizes accounts for Executive, CSM, or Monitor attention.
For: SaaS / HR Tech / recurring-revenue businesses.
Talent Operations System
The bottleneck: high applicant volume consumes recruiter hours and slows candidate review.
What it does: evaluates candidates against job requirements and your screening criteria, producing ranked shortlists and recruiter-ready candidate summaries.
For: recruitment firms / in-house talent acquisition · MSP & direct sourcing.
Workforce Revenue Leak
The bottleneck: billing, timesheet, rate card and contract discrepancies can quietly erode workforce revenue and margin.
What it does: analyzes workforce data for potential revenue leakage and prioritizes findings by estimated financial exposure.
For: staffing / workforce solutions / MSP / contingent workforce programs.
Built in the Open
Every system is documented in the open. Explore the working builds behind each install.
Customer Health System
Health Intelligence + Account Prioritization
Talent Operations System
AI Shortlist Assistant
Workforce Revenue Intelligence
Revenue Leak Audit + Metrics Engine
Have One of These Problems? Let’s Start There.
Start with a defined use case. See the results. Then decide whether ongoing automation makes sense.