BUSINESS AUTOMATION
From enquiry
to quotation.
Turn scattered requests into a structured, reviewable quotation workflow.
- Capture
- Prepare
- Approve
- Send
Make AI useful.
Make work flow.
Connect everyday business tasks and industrial operations with practical AI. Clear inputs, human approval and outcomes you can measure.
Explore the workflows
From enquiry
INDUSTRIAL AUTOMATION
From production
to maintenance.
Connect machine signals with the people responsible for the next action.
- Monitor
- Detect
- Review
- Act
The examples below describe possible solution designs. Outcomes are measures to track, not promised results.
Enquiry → reviewed quotation
- Problem
- Enquiries arrive through different channels. Details are copied repeatedly and quotations wait for missing information.
- Inputs
- Approved enquiry channels, product catalogue, current price rules, stock information and CRM records.
- Workflow
- Capture the request → extract requirements → flag missing details → prepare a draft → route to the responsible reviewer.
- Human approval
- A person confirms product suitability, pricing and commercial terms before any quotation is sent. Exceptions return to the owner.
- Measure
- Time to a reviewed draft, manual re-entry, correction rate and enquiry follow-through. Establish a baseline first.
Production signals → maintenance action
- Problem
- Machine information is fragmented, so recurring issues are hard to spot and maintenance handoffs are inconsistent.
- Inputs
- Compatible sensors, machine or PLC data, maintenance history, shift context and approved operating thresholds.
- Workflow
- Collect signals → check data quality → detect an agreed condition → create a reviewable alert → record an approved maintenance task.
- Human approval
- An authorised operator or engineer validates alerts and approves interventions. Automated machine control requires a separate safety assessment and scope.
- Measure
- Alert usefulness, review time, unplanned downtime and maintenance completion. Compare like-for-like periods.
More places to start.
Purchasing approvals, inventory exceptions, document assistants with source references, management reporting and assisted quality inspection. Each begins with access rules, evaluation criteria and a person accountable for decisions.
Useful automation.
People still in control.
Give AI a defined task, approved sources and a clear handoff. Keep pricing, commitments, technical decisions and critical interventions with an authorised person.
See how we deliverA LITTLE MORE CLARITY
Before you automate.
Do we need to replace our existing systems?
Not necessarily. Assessment starts with your current software, equipment and data. Integration options and any limitations are reviewed before recommending changes.
How do you measure whether it helps?
Agree a baseline and useful measures before implementation: time spent, corrections, follow-through, alert quality or reliability. Review the results alongside running costs.
Can we start with a small workflow?
Yes. A clearly bounded workflow can be a sensible starting point. Its inputs, owner, approval steps and acceptance criteria still need to be defined.
INTERACTIVE WORKFLOW SAMPLE
Explore enquiry to quotation.
Open each step to see the inputs, checks and approval handoff. An educational sample with synthetic data; it is not connected to a CRM, pricing system or email.
- Capture
- Check
- Draft
- Approve
1. Capture a sample request
Demo request: 10 units of DEMO-01. The delivery location is missing. No real customer data is used.
2. Check missing information
The check holds the final draft and asks for the delivery location. It does not invent a delivery date or stock availability.
3. Use a traceable price source
Sample catalogue v1: DEMO-01 = SAR 100 per unit. 10 × 100 = SAR 1,000 sample subtotal. Tax, freight and terms are not calculated or approved.
4. Hand the draft to a reviewer
The reviewer checks suitability, current price, stock, tax, delivery and terms. Status: awaiting approval. This sample cannot send a quotation.
5. Test boundaries before launch
For a real pilot: test duplicates, missing details, connection failure and permissions. Stop on failure, retain a clear status and assign a recovery owner.
One challenge.
A better-connected solution.
Let’s find a practical starting point for your project.
Discuss your project