Handoffs hide the delay.
Teams reconcile the same customer and transaction facts across separate systems.
AI FOR BANKING AND FINANCE
Make financial operations flow.
Connect credit, operations, and reporting. Put complete evidence in front of your specialists and reduce the repeated work between systems.
See what’s possibleGood people.
Too much friction.
Start where work slows down, information gets lost, and margin slips away.
Exceptions absorb specialist time.
Incomplete records and unresolved breaks circulate without a clear owner.
Controls need better evidence.
Manual reporting makes it difficult to trace a finding back to the underlying work.
Make the business case.
Start with one workflow. Put your numbers behind the opportunity.
$765,000Annual capacity value
9,000Hours returned / year
$705,000Value after program cost
1,175%Illustrative annual ROI
Illustrative model, not a forecast or Mason pricing. Capacity value = monthly volume × minutes saved ÷ 60 × hourly cost × 12. ROI = (capacity value − annual program cost) ÷ annual program cost. Realized savings depend on adoption and how capacity is redeployed. Include implementation, review, and operating costs in your estimate.
75%
Less audit preparation time reported by a workflow vendor
Worktrace public benchmark. Vendor-reported, not independently verified or a Mason result. ↗Workflows worth
transforming.
Explore the work, the human decision points, and the value to measure.
Each value below is an illustrative annual capacity scenario. Open a workflow for its assumptions. Scenarios may overlap and should not be added together.
Prepare source-linked credit files and flag inconsistencies for expert review.
Qualified staff make credit decisions.
Measure: Preparation hours; returned files.
Example: 1,000 files/month × 45 minutes saved × $85/hour × 12 ÷ 60 = $765,000/year in capacity before program costs. Validate against your baseline.
Gather evidence and route discrepancies to the appropriate control owner.
Compliance teams interpret rules and approve regulatory actions.
Measure: Evidence effort; exception age.
Example: 2,000 checks/month × 20 minutes saved × $90/hour × 12 ÷ 60 = $720,000/year in capacity before program costs. Validate against your baseline.
Reconcile transactions and prepare explanations for unmatched items.
Authorized teams approve postings and payments.
Measure: Handling time; unresolved breaks.
Example: 10,000 items/month × 8 minutes saved × $65/hour × 12 ÷ 60 = $1,040,000/year in capacity before program costs. Validate against your baseline.
Assemble customer records, identify missing evidence, and prepare service updates.
Identity, risk, and account decisions require authorized review.
Measure: Handling time; rework rate.
Example: 3,000 requests/month × 20 minutes saved × $60/hour × 12 ÷ 60 = $720,000/year in capacity before program costs. Validate against your baseline.
Prepare report schedules and supporting evidence from approved financial sources.
Finance and compliance sign off before distribution.
Measure: Preparation hours; corrections.
Example: 300 reports/month × 120 minutes saved × $90/hour × 12 ÷ 60 = $648,000/year in capacity before program costs. Validate against your baseline.
Your business.
Your control.
The same security foundation across Mason Platform and Mason Transformation.
Explore securityYour data stays yours+
Your data and processes are not used to train or update AI models.
Access shaped around your work+
Define the applications, information, and people in scope. Apply least privilege and strong authentication.
Deployment that fits your environment+
Work with your security and IT teams to agree on infrastructure, data boundaries, ownership, and ongoing support.
Find your next
AI advantage.
Bring us the workflow that costs too much, takes too long, or keeps falling between systems.
Build your AI edgeSources and assumptions +
Industry references inform the workflow themes. Third-party benchmarks are attributed above and are not Mason performance claims. Workflow values are independent, illustrative calculations.
worktrace.ai · Reference 1 ↗runautomat.com · Reference 2 ↗