Lower the cost of running your operations.
Turn SOPs into workflow automation across people, AI agents, and your existing systems. Review where AI adds value and where code or existing tools can do the job, helping work move faster, keeping costs under control, and supporting audit readiness.
Less manual coordination. More productive capacity. Evidence as work happens.
“Handover confirmed by phone”
“Chasing the approver again”
“Copying the PO into two systems”
“Who owns this exception?”
“Rebuilding the log for a review”
“Explaining the next step, again”
The same problem
The process costs more than the task itself.
The process costs more than the task itself.
Chasing an approval, copying information between systems, explaining the next step, and rebuilding the history later all add to the cost of getting work done. Interactive Dox connects the procedure with its execution, so the team can spend less effort coordinating the process and more effort completing it.
Where the effort around one invoice approval goes
- Approval request, third reminder
- Status asked in chat
- Totals re-keyed into another system
- Next step explained again
- Exception waiting for an owner
- History rebuilt for the review
Illustrative. The coordination around the task, not the task itself.
Lower operating costs
Reduce repeated coordination and unnecessary AI calls by choosing a practical execution method for each step.
Faster turnaround
Move work through defined tasks and handoffs, with a clear owner for exceptions.
More productive capacity
Let systems handle repeatable actions while people focus on work that needs their judgment.
Less audit-preparation effort
Keep supported process records and approval decisions available instead of reconstructing the history later.
From SOP to completed work, with the right executor at each step.
Start with the procedure, review the roles and execution methods, and run the configured workflow. People handle the decisions that need them; AI supports interpretation; software performs repeatable actions.
- 1Review the invoice-review SOP's tasks, roles, controls, and efficiency suggestionsSOP and reviewconfiguration approved
- 2Retrieve authorized data or extract supported PDF fieldsSystemcompleted
- 3Apply configured field and rule checksSystemcompleted
- 4Assist with interpreting an ambiguous line itemAI agent, only if content is ambiguousnot needed
- 5Review exceptions and give the required approvalPersonapproved
- 6Record the decision and send the configured notificationSystemsent
- 7Mark the run complete with its supporting recordsSystemcompleted
Records kept as the work progressesIllustrative workflow: invoice review and approval
Invoice review and approval
this run: fields match the rules
- workflow configuration approved
- invoice fields retrieved
- field and rule checks recorded
- approval decision recorded
- decision recorded · notification sent
- run marked complete
Generic system labels. The actual scope depends on your supported integrations, and this workflow does not make payments.
Recurring work happens everywhere.
Different operations run different processes. The same questions apply to each: how much coordination does the work take, and who owns the exceptions?
- 01
Invoice
- 02
Check
- 03
Review
- 04
Process
- 05
Complete
Where the problem shows up
- Invoice processing
- Payment procedures
- Reconciliations
- Recurring financial operations
- Month-end operational checklists
Do not spend AI on worka simpler tool can handle.
Interactive Dox suggests where a script, API, or existing utility may be more suitable than AI. Your team reviews the recommendation and chooses the approach, keeping AI for the parts of the process that benefit from it.
Optimize the cost of the whole process, not just one AI call.
Weigh execution cost together with setup, maintenance, exception handling, and human review. Not every PDF is text-based, and extracted text that is later sent to a model still counts as model usage.
- Current step
- Use AI to extract an invoice number, date, and total.
- Suggested alternative
- Retrieve the fields from an authorized system, or use a suitable extraction utility for a supported text-based PDF.
- Why consider it?
- Avoid an unnecessary model call for routine extraction.
- When AI may help
- Ambiguous descriptions, unusual layouts, or interpretation that the simpler method cannot handle reliably.
- Who chooses?
- Your team reviews the suggestion before changing the workflow.
- Routine fieldsauthorized system · extraction utility
- Ambiguous contentAI agent
- Still unresolveda person reviews
Know what happened before someone asks you to prove it.
Keep the procedure, configured approvals, and execution records connected. Give teams a clearer history of what ran, who needed to act, and which exceptions required attention, reducing the effort of preparing for operational reviews and audits.
A completed run shows the configured steps ran. Validating a procedure is a separate check, and neither guarantees an audit result.
Process recordIllustrative workflow
Invoice review · run 58
- Procedure
- Invoice-review SOP
- Assigned executors
- systems · AI agent · AP reviewer
- Step status
- 6 of 6 steps recorded
- Approval decision
- approved · AP reviewer · 14:12
- Exception
- 1 ambiguous line item, reviewed
recorded as the work progressed
- 14:02systeminvoice fields retrieved
- 14:02systemrule checks: 1 item unclear
- 14:03AI agentinterpretation noted for review
- 14:12AP reviewerexception reviewed · approved
- 14:12systemdecision recorded · notification sent
Improve the process without losing control of it.
When an exception keeps recurring or a supported validation finds a problem, suggest a change, review it with the team, and let the next configured run use the approved update.
- 1Exception or validation findingunclear line items recur for one supplier
- 2Suggested changeadd a supplier-specific field rule
- 3Team reviewprocess owner and AP lead review it
- 4Approved updatethe change is approved before use
- 5Next configured runuses the approved update
Invoice review · workflow rules
Approved update ● in use
- 1Retrieve invoice fields
- 2Apply field and rule checks
- 3Supplier-specific field ruleapproved
- 4Review exceptions and approve
the next configured run uses the approved update
Operations questions, answered.
Do we have to replace our business systems?
The workflow can coordinate supported actions through configured integrations with your existing systems. The actual scope depends on the applications, access, and actions supported for your process.
Does every step use AI?
No. Interactive Dox suggests where code, an API, or an existing utility may fit better. Your team chooses how each step runs, including the points that require a person.
How does this reduce operating cost?
The aim is to reduce repeated coordination, unnecessary model usage, and the effort of tracing the process later. The benefit depends on the workflow and should be assessed against its full operating and maintenance cost.
Does this guarantee an audit result?
No. Procedure history, configured approval decisions, and execution records support audit preparation. They do not replace the controls, evidence, or independent assessment required for a specific audit.
Bring one recurring process. See how it could run with less overhead.
Explore workflow automation built around your SOP, with practical AI use, clear responsibilities, and records you can review.
Book a demo around one real SOP.
Leave your work email and we'll follow up to arrange a demo built around one of your procedures.