Workflow map
A clear view of how the workflow actually happens today across people, systems, messages, files, approvals, and exceptions.
Practical AI workflows for operations-heavy businesses
Stop chasing operational updates across email, Excel, and system screens.
Pruvant helps operations-heavy teams identify the first manual workflow worth automating with AI - then scope a controlled pilot through a 10-business-day audit.
Built for supplier follow-up, document-heavy processes, reporting gaps, and recurring operational exceptions.
Describe one manual workflow. We will check whether it has the frequency, manual effort, business impact, available artifacts, and risk profile needed for an AI Workflow Opportunity Audit.
Update queueHuman review
Supplier reply
ETA changed
Buyer review
PDF update
Missing promise date
Follow-up needed
Excel tracker
Status stale
Queue owner
No production-system access is required to start. Do not upload confidential files in the form. We can begin with a short description, then review exports, screenshots, redacted examples, or workflow artifacts later if there is fit.
Founder-led operating experience
Founder-led by an operations and supply chain leader with nearly 20 years across planning, procurement, ERP workflows, analytics, automation, forecasting, dashboards, continuous improvement, and change management.
Supplier confirmations and follow-up
The system has the purchase order. The real supplier status often lives somewhere else.
Email replies, PDFs, Excel trackers, and buyer notes are where critical updates usually appear first.
Current workflow
- 1Supplier email, PDF, or spreadsheet update
- 2Buyer manually reads, interprets, tracks, and follows up
- 3Status gaps, late visibility, missed changes, repeated work
Controlled AI workflow
- 1Supplier replies are captured
- 2Key fields and risks are extracted and flagged
- 3Buyer reviews a structured follow-up queue
- 4Approved follow-up or system-ready update is prepared
Reviewed path
ERP/system record
->supplier email/PDF
->buyer review
->risk/follow-up queue
->approved action
This is the type of workflow the audit is designed to find: frequent, manual, measurable, and safe to pilot with human approval.
If this looks familiar, send one workflow and Pruvant will check whether it is a strong audit candidate.
Problem
The problem is not your system. It is the work around the system.
Most operations-heavy businesses already have core systems in place. The problem is that the full operational workflow often happens outside them.
Supplier replies are buried in email. Documents need manual review. Exceptions are tracked in spreadsheets. Follow-up status depends on individual buyers, planners, coordinators, or customer service reps.
The result is a pattern of coordination work that is hard to see, hard to measure, and easy to repeat.
- repeated follow-up
- late visibility
- manual re-entry
- inconsistent decisions
- avoidable rework
- reporting gaps
- dependency on individual trackers
AI Workflow Opportunity Audit
In 10 business days, know which workflow to automate first - and whether it is worth piloting.
The audit identifies the best first workflow to automate, estimates operational value, checks feasibility and risk, and produces a scoped pilot plan.
This is not an AI brainstorming session. It is a practical decision package.
You should finish the audit knowing:
- which workflow is the best first candidate
- how much manual effort it creates today
- what value automation could create
- whether the data and process are feasible
- what controls are needed
- what a safe pilot would include
Value and effort estimate
A quantified view of time saved, reduced follow-up, faster response, better visibility, or avoided rework.
Feasibility and risk assessment
A review of available data, documents, email flows, process ownership, IT constraints, and human approval needs.
Scoped pilot plan
A pilot brief with workflow scope, users, inputs, outputs, controls, success metrics, and next implementation steps.
After a strong audit result
If the audit identifies a strong workflow, the next step can be a controlled pilot: one bounded workflow, limited users, human review, clear success metrics, and no automatic system writeback unless explicitly approved.
Who this is for
A fit for recurring operational work, not broad AI strategy.
Manual workflows Pruvant can review
supplier follow-up and ETA tracking
document-to-system review queues
customer order intake from email or PDF
planning, inventory, and procurement exceptions
recurring reporting gaps
manual Excel reconciliation
operational update queues
approval and follow-up workflows
A fit when
- ERP or core systems are already in place, but critical updates still live in email, Excel, PDFs, portals, trackers, chats, or exports.
- The workflow belongs to procurement, planning, supply chain, operations, customer service, or finance.
- Manual effort, delays, rework, or visibility gaps recur often enough to measure.
- Leaders who want a controlled pilot, not a broad AI transformation.
Not the right fit for
- Generic chatbot projects.
- One-off automation ideas with no recurring workflow.
- Projects requiring automatic ERP writeback from day one.
- Broad AI strategy requests without a workflow owner.
Controls stay explicit
- controlled data samples where possible
- redacted examples if needed
- human-in-the-loop review
- client-approved tools
- no automatic system writeback unless explicitly approved
- clear success metrics before implementation
The first step is not a system replacement. It is a bounded review of one workflow, followed by a go/no-go audit decision if the fit is strong enough.
Workflow review request
Send workflow for review
Use this form to describe the manual workflow you want Pruvant to evaluate for a possible AI Workflow Opportunity Audit. Do not include confidential files or sensitive data in the form.
Prefer to describe the workflow by email? Write to info@pruvant.ca with a short note covering the workflow, where it happens today, and what breaks when it is delayed, missed, or handled inconsistently.
FAQ
Common questions
Is this form the same as the AI Workflow Opportunity Audit?
No. The form starts an initial workflow fit review. It helps determine whether your workflow is a good candidate for the paid AI Workflow Opportunity Audit.
Do we need to know exactly what to automate before starting?
No. The audit is designed to compare candidate workflows and recommend the first one to implement.
Do you need access to production systems?
Not by default. We can start with a short description and later review exports, screenshots, redacted examples, current trackers, sample documents, and process walkthroughs if there is fit.
Will AI update our systems automatically?
Not in an early pilot unless explicitly approved. Early workflows should use human review and recommendation queues before any system update.
Start with one workflow
Send one workflow for review.
If your team still runs critical work through email, Excel, documents, system workarounds, supplier or customer follow-up, or manual exception tracking, send one workflow for a practical fit review.