Realized · historical enterprise program
Targeted quality and risk automation
Automation surfaced advertising-targeting issues quickly, reducing avoidable rework and preventing credits.
- ≈15,000
- annual hours saved
- $2M+
- advertising credits saved
Selected work
Transformation becomes credible when the work itself changes.
Realized historical enterprise outcomes show what was delivered. Recent anonymized diagnostic patterns show how Streamline frames the operating problem, redesigned flow, enabling system, and business case.
Every figure is labeled so achieved outcomes remain distinct from identified or modeled opportunity.
Delivered outcomes
Realized impact from enterprise programs led by Cory.
Selected anonymized historical outcomes from prior enterprise automation programs led by Streamline’s founder. These are achieved results, but they were not all Streamline client engagements.
Realized · historical enterprise program
High-volume workflow automation
Automated image retrieval, webpage placement, and presentation generation compressed a multi-day workflow.
- ≈8,000
- annual hours saved
- Days → minutes
- cycle-time reduction
Realized · historical enterprise program
Cash application
Automated bank retrieval, payment matching, and ERP posting shifted attention toward real collections issues.
- ≈2,200
- annual hours saved
- $3M+
- extremely aged invoices collected
Recent diagnostic patterns
Business cases built before implementation.
The evidence below is identified, estimated, or modeled opportunity from anonymized client discovery and assessment work—not a claim of realized savings.
Quote to billing · operational handoff
Make readiness a controlled flow—not a recurring reconciliation exercise.
Contract and quote data had to be manually synchronized between quoting and billing systems. People carried context across the gap, re-entered details, checked versions, and chased readiness.
- 01 Capture once
- 02 Apply rules
- 03 Synchronize
- 04 Verify readiness
- 05 Route exceptions
A governed handoff connects source data, business rules, system updates, readiness controls, and clear exception ownership.
estimated near-term hours of capacity opportunity—not a realized result
Quality review · document decision workflow
Reserve human judgment for the decisions that actually need it.
Repetitive manual review consumed attention across a recurring document workflow, even when many checks could be made consistently from structured information and explicit rules.
- 01 Structured intake
- 02 Deterministic checks
- 03 Decision support
- 04 Human exceptions
The normal path uses deterministic checks first, then applies AI-assisted decision support where useful and keeps accountable human review for true exceptions.
annual hours across ≈1,100 reviews, with ≈90% modeled automation opportunity—not a realized result
Start with the operation