Traceability
Can a reviewer follow the recommendation back to the evidence and distinguish a fact from an assumption?
← Selected work01 02 03 04
Study 04 / Applied workflow designLive · in use
GovCon pipelineBuilding for work.
I automated pipeline development for government contracting by integrating multiple sources to find near-term, capturable opportunities matched to a defense technology company’s capabilities, past performance, and priority sectors.
InputsMarket & procurement sources
OutputMatched opportunities
ControlHuman prioritization
System studyFrom source data to a qualified pipelineSelect a stage
01 / Collect
Capture source, observation date, and the scope of the information. Keep leads distinct from established facts.
02 / Structure
Organize the buyer, need, timing, evidence, constraints, and open questions so the work can be maintained.
03 / Interpret
Use automation and agents to help explain relevance and draft a decision output. Preserve assumptions and contrary evidence.
04 / Decide
A person owns prioritization and consequential action. Keep the rationale and next step with the record for the next review.
Traceable inputs → Reusable records → Accountable decisions
My contribution
Workflow design, source integration, capability and past-performance matching, and implementation.
Where it stands
Launched and in use.
The problem
Research loses value when it never becomes a decision.
Government growth work connects fragmented information: what a buyer needs, what an organization can deliver, how an acquisition can be reached, and what to do next. Repeating that research from scratch makes the work difficult to maintain and review.
The approach
Give the work a durable structure.
I connected market and procurement sources in one workflow, then matched opportunities to capabilities and past performance within the company’s priority sectors. Each record keeps the source, timing, fit, open questions, and next action together.
Automation handles collection and organization. Agents help interpret the evidence and prepare recommendations. Growth leaders review the fit, decide which opportunities to pursue, and direct the next steps.
System quality
Measure the decision, not the volume of activity.
Continuity
Can the next review reuse the record and see what changed, rather than reconstructing the analysis?
Actionability
Does the output identify a decision, its rationale, the unresolved questions, and the next step?
Accountability
Is consequential action gated by a named human decision rather than an automated confidence score?
In practice
A pipeline the team can act on.
The workflow is launched and in use. It brings opportunities into a consistent review process, with the company’s capabilities and past performance guiding which leads deserve attention.
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