Case 01 // Flagship system

Planning Services Workbench

One operator-focused system for recurring facilities-planning workflows.

Role
Workflow discovery, requirements, architecture, implementation, testing, stakeholder translation.
Current maturity
Working prototype
System
Modular operator workbench
Evidence
Working workflows · Validation tests · Integration assessment

System architecture

01
Operator interface

Guided actions through a desktop shell and spreadsheet extension.

guided actions
02
Workflow orchestration and validation

Preview, rules, field guards, visible state, and recovery paths.

rules
03
Integration adapters

Modular transforms and connectors behind a stable operator pattern.

transforms
04
Existing enterprise applications

The systems of record remain authoritative at the integration boundary.

connectors

Existing systems remain authoritative

Measurement ledger

DimensionDefinitionEvidence state
EfficiencyMedian task time before and afterMeasure during controlled runs
ThroughputItems completed per active minuteInstrument per capability
QualityValidation issues interceptedRecord per run
ReliabilityCompleted runs divided by initiated runsInstrument failure states
AdoptionRepeat users and completed runsTrack during pilot
CoverageShare of target workflow supportedMap per capability
MaintainabilityValidation, defects, and recovery evidenceExpand the test record

Built from inside the problem

Planning work often moved between browser-based tools, spreadsheets, manual transformations, and repeated handoffs. Routine changes were slow to execute consistently, difficult to validate safely, and difficult to recover when something went wrong.

Isolated scripts could remove individual repetitions, but they could not create a coherent operating model. The Workbench is the product outcome: one shared surface, with modular lanes for each recurring workflow and a common language for preview, validation, execution, and recovery.

WorkbenchCapability record // 08 lanes

One system. Independently measurable capabilities.

Select a capability to see the operational job it owns, the evidence that currently exists, and the measurement needed to prove its value.

CAPABILITY // 01MATURITY // PROTOTYPE

Asset Grid

Snapshot
Edit
Validate
Verify
Operational job
Bulk export, edit, validate, and return asset records without trusting an unreliable save path.
Current evidence
The prototype preserves a local snapshot, applies field-level checks, and verifies the returned state.
Measurement focus
Task time, records per run, validation issues intercepted, confirmed returns, and recovery events.

ContributionWorkflow discovery Requirements Architecture Implementation Testing Cross-functional alignment

Designed for the work after the happy path

  1. 01Guardrails before execution

    Preview, controlled values, and period guardrails make unsafe state visible before a return operation.

  2. 02Authentication stays at the boundary

    Each integration respects the identity and authorization model of the enterprise system it connects to.

  3. 03Recovery is a first-class path

    Failures need a legible next action. Recovery and repair are designed alongside the successful path.

  4. 04Shared infrastructure, modular capabilities

    The shell, validation patterns, and operator language stay consistent while each workflow lane evolves independently.

Evidence before impact claims

The product has working workflows and validation evidence. Outcome metrics remain deliberately marked as measurement work until they have a baseline, sample, and period.

  • Automated testPeriod-guardrail coverage
  • Automated testRepresentative integration download path
  • Validated investigationEnterprise API integration path
  • Working utilityStructured creation workflow

Instrument, pilot, learn, expand.

  1. 01Instrument

    Capture duration, item count, completion, failure, and validation count without sensitive payloads.

  2. 02Pilot

    Compare representative runs against a documented manual baseline.

  3. 03Learn

    Use recovery, reliability, and repeat-use evidence to prioritize the next change.

  4. 04Expand

    Broaden workflow coverage without weakening the shared operating model.

Lovallo OSSupporting work // 03 records

Enabling records behind the flagship

01
Investigation · Validated

Integration Capability Assessment

Mapped authentication behavior, documentation gaps, and a responsible integration path.

02
Utility · Working

Rapid Record-Entry Automation

Turned a repeatable creation task into a structured, working workflow.

03
Operating model · Defined

Facilities Data Quality Workflow

Converted recurring QC findings into ownership, validation, and correction rules.

This case study is intentionally public-safe. It describes the product, operating model, and my contribution without reproducing employer or client systems, data, credentials, or internal endpoints.

Talk about a workflow problem