Workflow efficiency
Workflow efficiency analysis
Start with one completed case your team wants to understand. Establish what the records actually show, agree when the business process began and ended, and use that baseline to choose the next question or improvement.
Have a workspace? Open Console. New managed workspaces require an invitation.
- Who it helps
- Operations leaders, workflow owners and process improvement teams investigating an approval, sales handoff, service escalation or evidence-preparation process. You can begin before you have an AI agent.
- Availability and scope
- The Console supports reviewed milestones across explicit source accounts, stage delays, handoffs and business calendars. Reviewed baselines can compare 2–40 cases. Setup and customer-source qualification are assisted; these measurements describe elapsed time, not employee effort, proven savings or predictions.
Work with Gradia
Scope a workflow review
A focused, assisted engagement. No Console account needed to start the conversation.
Choose one process and approved records with its owner. Agree on the milestones, review the timing evidence and identify the next improvement to test.
- Bring
- One workflow, the decision you face, a person who knows the work and a description of the evidence available.
- Receive
- A scoped proposal with deliverables, required inputs, supported checks, review responsibilities, timing and fees. Work begins after those are agreed.
Opens your email app. You can also write to rudy@gradiahq.com. Describe the workflow first; keep confidential records for the agreed transfer process.
How can we measure workflow efficiency without confusing activity with work?
Define the business milestones first, then link them to approved evidence and have another authorized person review their meaning. Gradia reports reviewed calendar cycle time separately from the span of observed records. A gap between messages, an open application or a click count cannot establish time spent working, waiting or being productive.
How the engagement works
Choose one case and one decision
Name an accountable owner and a completed case. State what you need to decide, such as whether an approval needs a clearer handoff. Agree which exact source accounts and records may be used for internal process measurement, with a retention period and an authorized reviewer.
Review what belongs in the history
Bring approved observations into an Observer case. Inspect uncertain membership, duplicates and coverage gaps before verifying the case edition. Source timestamps have different meanings: a received email or modified CRM record does not automatically establish a business milestone.
Define and independently review the timing
The source owner links business milestones, stages and handoffs to supporting observations. A different authorized person reviews their meaning, rights and duplicate correlation. Compare elapsed calendar time and working time under the declared timezone, business hours and holidays. Missing endpoints or current review leave the result not measurable.
Choose the next measurement
Start with one reviewed case, then define a comparable cohort and the selection rules before measuring change. The Console supports independently reviewed baselines of 2–40 cases. Corrections create a new edition and need fresh review; the original evidence retention and withdrawal rules still apply.
What you leave with
- A reproducible timing baseline
- Inspect reviewed milestones, supporting observations, stage delays and the declared business calendar alongside the observed record span. Calendar and business time are not employee effort or labor cost.
- An explicit evidence boundary
- Keep the selected cases, source scopes, rights, review and known coverage gaps visible so the next reader can understand what the measurement supports.
- A focused improvement discussion
- With assisted analysis, connect an observed condition to competing explanations, an accountable owner and the next evidence to collect. Savings remain a hypothesis until a suitable comparison supports them.
Illustrative example
Thirty days of records can describe a one-hour process
In a synthetic approval case, records span 30 days, while the owner identifies the relevant business start at 09:00 UTC and completion at 10:00 UTC on the same day. After independent review, the calendar cycle is 60 minutes. The other records do not turn those 60 minutes into 30 days of work or waiting.
Synthetic illustration of timestamp meaning. These are not customer results or evidence of savings.
Before you start
- Do we need to record every desktop application?
- No. Start with the smallest approved source that can support the question. Observer capture has explicit source boundaries. Mac and Windows companions support bounded pilots; signed public distribution and customer application qualification remain release gates.
- Can this tell us how productive individual employees are?
- The current measurement does not establish individual productivity, active time or utilization. It calculates reviewed process durations and comparisons. Clicks, screenshot timestamps and silence between records are insufficient evidence of effort.
- Can the same workflow later become an AI evaluation?
- Reviewed evidence can be a starting point for a Universe and evaluation journey. That transition requires the appropriate source permissions, approved business rules, tasks and evaluator evidence. Permission for process measurement does not automatically authorize model training or external disclosure.
Keep the next step connected
Bring one case, its owner and the process question you want to answer.
Review source selection, permissions and the capture-to-review journey.
See current Mac and Windows pilot setup and distribution limits.