Founder-led
Service offering
AI & Automation Opportunity Audit
Identify repetitive work that is valuable, feasible, and safe to improve.
MBounded delivery
01InputsStructured and visible
02EvidenceStructured and visible
03DecisionReady for accountable action
1–2 weeks
Fixed scope; proposal after qualification
Engagement architecture
From bounded inputs to an accountable decision.
01Define the evidence→
02Perform focused work→
03Review the decision
What you provide
01Process walkthrough
02Example records
03Systems involved
04Known exceptions and controls
What you receive
01Current-state process map
02Opportunity scorecard
03Risk and dependency review
04Phased implementation roadmap
What is not included
01Open-ended transformation strategy
02Replacing accountable decision owners
03Production deployment without a separate scope
Representative findings
What a useful result can look like.
These examples illustrate the format of a finding. They are not customer results or promises.
One intake step causes most rework
A deterministic rule should precede any model
Exception routing offers a faster return than full automation
Proof before purchase
Inspect the work, boundaries, and decision standard.
Mainspring does not present representative material as customer evidence. Review the sample deliverables, scenario limitations, and delivery controls before deciding whether this engagement fits.
Response commitment
Know what happens after qualification.
You receive an initial response within one business day. If the fit is unclear, Mainspring will say so before recommending a meeting or paid scope.