Process Mapping
We trace your team's most expensive, repetitive workflows to identify bottlenecks.
What we build
01 / AI Viability & ROI Audit
Identify automation ROI.
We analyze your operations to find the processes where automation will drive immediate ROI, and map out exactly how to build it.
Discuss this systemSERVICE SCOPE
Not every workflow needs AI. Many businesses waste thousands on AI experiments that never reach production. We audit your business to find the high-margin opportunities: tasks with clear boundaries, high volume, and massive human resource costs.
STATEFUL EXECUTIONEnd-to-end pipeline
Runtime active
01IngestRequest + context
02EnrichSystems + knowledge
03DecidePolicy + reasoning
04ExecuteTools + handoffs
EXCEPTION PATHValidateHuman approvalRecover
WORKFLOW STATEContext preserved across every stepLogs · retries · checkpoints
SYSTEM COMPOSITION
ROI first. Engineering second.
We don't build tech for the sake of tech. The audit delivers a clear business case, showing you exactly how much time an agent will save, what it will cost to build, and how quickly it will pay for itself.
Feasibility Check
We evaluate your existing software and data to ensure the agent has the tools it needs to succeed.
Risk & Cost Modeling
We project the development cost against the expected savings in human labor.
Execution Roadmap
A step-by-step blueprint of how to build, deploy, and scale the automation.
WHERE IT FITS
Use this service when:
Companies wanting to adopt AI but unsure where to start
Operations teams drowning in manual, repetitive work
Executives who need a concrete business case before funding AI initiatives
PRODUCTION USE CASES
Where this architecture drives the highest return.
Private Equity Diligence
Assessed a target company's customer support center, identifying $1.2M in annual savings through automated tier-1 triage.
Logistics Expansion
Audited a freight forwarder's dispatch process, determining that AI could not safely replace human judgment in edge cases, saving them from a $300k failed build.
DELIVERY MODEL
Analyze
We interview your team and map out the manual processes eating their time.
Calculate
We crunch the numbers to find the processes with the highest automation ROI.
Blueprint
We deliver a comprehensive plan to build the system with minimal disruption.