Make the invisible work visible.
Map the real handoffs, exceptions, shadow files, delays, decisions, and economics behind the current state.
From operating problem to production
Turn operational friction into working systems.
Streamline helps leaders find where work breaks, redesign how it should run, and build the automation, AI, applications, data, and integrations that make the future state real.
The operating problem
The employee is often the integration layer.
When email, spreadsheets, documents, approvals, and core systems do not connect cleanly, people end up copying, checking, chasing, reconciling, remembering, and manually moving the process forward.
The hidden cost is not only the task. It is the coordination around it.
- 01 Work waits for context, access, approval, or a reply
- 02 Rules live in memory and change with the person doing the work
- 03 Volume becomes capacity because every exception needs another handoff
Manual coordination is not the solution. It is the signal.
Illustrative operating model
Same work. Different operating model.
Today, people repeatedly enter, chase, reconcile, and remember. In the redesigned model, the process captures information once, applies explicit rules, synchronizes the normal flow, and routes meaningful exceptions to a clear owner.
The work did not disappear. The unnecessary coordination did.
Illustrative operating model—not a measured client result.How Streamline works
Understand → Redesign → Build → Prove & Scale
We start with the operation, design the future state, then choose and build what the work requires.
Decide how the work should move.
Simplify the normal path, make ownership and rules explicit, and separate meaningful exceptions from preventable friction.
Turn the future state into a working system.
Engineer the data, applications, integrations, intelligence, controls, and workflow that make the operating model executable.
Scale what earns it.
Validate performance and adoption, improve what reality exposes, and expand only where the evidence supports it.
How modern systems get built
The solution is rarely one tool.
Operating design comes first. Architecture follows—data, applications, integrations, AI, or automation as required.
- 01 Data foundation PostgreSQL / SQL · structured operational data · document and data stores
- 02 Services & integration APIs · business rules · orchestration · event and data movement
- 03 AI & intelligence Model services · document intelligence · classification · decision support
- 04 Application layer Custom applications · workflow interfaces · human review · dashboards and administration
Representative transformations
Redesign the operating system—not only the task.
Three anonymized patterns show how Streamline turns fragmented work into deliberately engineered operating systems.
01 Quote to billing
Complex synchronization, version checks, approvals, and readiness chasing made people responsible for holding the process together.
Future state Capture once · apply explicit rules · synchronize systems · route meaningful exceptions · verify billing readiness.
02 Document intelligence & matching
Documents, spreadsheets, and reference data arrive in inconsistent formats, forcing people to interpret, normalize, match, and resolve ambiguity manually.
Future state Extract structured data · normalize inputs · apply deterministic matching first · use AI for unresolved ambiguity · route true exceptions to human review.
03 Operational data & reconciliation
Critical status, transactions, and supporting evidence live across systems and parties, making reconciliation, traceability, and exception management dependent on people stitching the picture together.
Future state Create a structured data foundation · preserve source lineage · expose services and APIs · provide a purpose-built workflow experience · surface exceptions instead of making people compare everything.
Founder-led enterprise impact
Meaningful scale. Measured outcomes.
Across prior enterprise automation programs led by Streamline’s founder: more than 200,000 hours saved and millions of dollars in business impact.
Automation surfaced advertising-targeting issues quickly, preventing credits and avoidable rework.
$2M+ advertising credits saved≈15,000 annual hours saved.
Automated image retrieval, webpage placement, and presentation generation compressed a multi-day process.
Minutes instead of days≈8,000 annual hours saved.
Automated bank retrieval, payment matching, and ERP posting shifted attention toward real collections issues.
$3M+ extremely aged invoices collected≈2,200 annual hours saved.
Why Streamline
One partner from problem to production.
Streamline is founder-led by Cory Schroeder, who stays close to the work from problem framing through delivery.
Many firms can recommend what should change. Others can build exactly what they are told to build. Streamline connects the operating problem to implementation.
Cory Schroeder Founder
Cory brings a foundation in actuarial science and finance together with more than a decade building and scaling intelligent automation at Yahoo. That combination of quantitative business judgment and hands-on technical delivery shapes how Streamline works: understand the economics, redesign the operation, then build the system that makes it real.
Selected client experience
Experience in demanding operating environments.
Business understanding. Technical depth. Accountability through delivery.
Start with the work
Bring us the process everyone complains about.
You do not need a technical brief. A recurring bottleneck, fragile handoff, spreadsheet that became infrastructure, or team stretched by manual coordination is enough to start.
Start with the process