Workflow mapping
We document your real process in a flow you can read, marking the slow steps, duplicate entry and the handoffs that cause chasing. You get this written map before any build starts.
AI & Automation
Give your team the hours back, not another tool
We map where your work stalls, then build the automation that clears it. Invoices, quotes, reports and support replies move without someone retyping them.
- Process mapping before any code
- Human review on customer-facing output
- Arabic and English pipelines
Muscat, Oman
AI & Automation
We map where your work stalls, then build the automation that clears it. Invoices, quotes, reports and support replies move without someone retyping them.
At a glance
Automation that fits the way your business already runs
Most Omani businesses do not have a software problem. They have a handoff problem. A quotation arrives by email, gets retyped into Excel, chased by phone, then approved by someone who was in a meeting. Every handoff adds delay and error. We start by mapping those paths: which system the work enters, where it waits, who touches it, and what triggers the next step.
Delivery is deliberately unglamorous. We build flows in n8n or Make so your team can see and adjust them, connect models through the OpenAI or Anthropic API where judgement is genuinely needed, and put a human review step in front of anything that touches a customer or money. Arabic and English content runs through the same pipeline, with prompts and guardrails tuned on real sentences from your business rather than test data.
Every engagement includes documentation, handover and a named contact.
What we deliver
What we actually build
Six automations we deliver most often for Omani and GCC businesses, each scoped to a measurable number of staff hours.
Customer support assistants
A support agent grounded in your own documents and past replies, handling Arabic and English questions around the clock. Unanswered cases route straight to a named person with the transcript attached.
Invoice data extraction
PDF, scanned or photo invoices are parsed into structured rows with supplier, VAT, totals and dates. Figures are checked against your totals before posting, and low-confidence items wait for approval.
Lead qualification
Inbound enquiries are scored on fit, budget and intent, then sorted, enriched and pushed to your CRM. Your sales team opens a filtered list instead of an unranked inbox.
Internal knowledge assistants
Staff ask plain questions and get answers sourced from your SOPs, contracts and price lists. Every response cites the document it came from, so nobody acts on a guess.
Automated reporting
Nightly pulls assemble your sales, cash and operational figures into one view, with variance flags where a number moved unexpectedly. Owners receive only the sections they are responsible for.
Why businesses choose this
Why teams pick us over an off-the-shelf tool
01
You own the source
Workflows, prompts and code live in your repository and your accounts. If we disappear tomorrow you can still run and edit everything, with no licence locked to our platform.
02
Human in the loop by design
Every AI action has a defined confidence floor. Below it, the case stops and a person decides. You set the threshold, and we log who approved what.
03
Arabic tested on real text
We test against your actual invoices, replies and dialects, not translated samples. Gulf phrasing, mixed Arabic-English messages and PDF layouts get specific attention.
04
Phased rollout, not big bang
We pilot one high-volume process, measure the hours saved and the error rate, then extend. If a flow is not paying for itself, we say so and stop.
05
Data stays where you want it
Records remain in your tenancy or your chosen cloud region, with retention rules you set. Nothing is parked on infrastructure we control or resold to others.
Who we do this for
Who buys this
Banking and finance
Automating KYC document review, statement reconciliation and credit file assembly without moving confidential records outside approved storage.
Oil and gas services
Turning supplier invoices, timesheets and inspection reports into structured data for joint venture billing and project costing.
Healthcare and clinics
Routing appointment requests, extracting lab result fields and drafting Arabic replies while clinical decisions stay with staff.
Logistics and freight
Extracting consignment details from delivery documents and pushing status updates to customers automatically, in Arabic and English.
Retail and e-commerce
Classifying inbound order enquiries, flagging fraud signals and rebuilding daily sales summaries without manual spreadsheet work.
Construction and contracting
Matching purchase orders to delivery notes, tracking variations and preparing progress claims from site paperwork.
How we deliver
How the engagement runs
Five stages. You see working output from stage three, not a slide deck.
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01
Process audit
We sit with the people doing the work and time the actual steps. The output is a written map of volume, wait time and error points, prioritised by hours lost.
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02
Pilot selection
We pick one process with high volume and clear rules as the first build. It is usually invoices, lead handling or a reporting pack, and it is your choice.
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03
Flow design
We design triggers, data fields, model prompts and approval gates together, then show you the flow diagram before connecting anything to live systems.
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04
Build and integrate
Flows are built in n8n or Make and wired to your ERP, CRM, email or WhatsApp through documented APIs, with credentials stored in your own environment.
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05
Measure and tune
After go-live we watch accuracy, exception rates and hours saved weekly, then tighten prompts, thresholds and routing based on what the logs show.
Tools we work with
Technologies we build with
- n8n
- Make
- OpenAI API
- Anthropic Claude API
- Python
- LangChain
- PostgreSQL
- Webhooks
- Zapier
Questions
Questions we get asked
01 How much does an automation project cost?
A single workflow pilot typically lands in the low five-figure OMR range depending on how many systems it touches and how much document parsing is involved. Multi-process programmes are quoted per phase. You get a fixed price for the pilot after the audit, before any build work starts.
02 Will AI send the wrong thing to a customer?
Not if the review gate is set properly. Replies are drafted against your approved content, confidence is scored, and anything under your threshold goes to a person for approval. You decide the threshold. Early in a rollout most items are reviewed; that ratio improves as the model learns your preferred phrasing.
03 How well does it handle Arabic input?
Arabic and English both work, but they need separate testing. Gulf business Arabic mixes English terms into Arabic sentences constantly, which we test explicitly. We validate against your real messages and invoices, and flag anything the model reads with low confidence rather than guessing.
04 Do our records leave our infrastructure?
No. Automations run inside your tenancy or your chosen cloud region, and data is not retained on anything we control. If you use model APIs, we configure the zero-retention options and keep personal data out of prompts wherever the task allows it.
05 What happens if the automation breaks?
Failures route to a human rather than disappearing. Every run is logged with its inputs and outputs, and a failed step raises an alert to a named owner. You also get documentation and exported workflows you can maintain or hand to another developer.
06 Is there a subscription or ongoing fee?
Only what you choose. We can build everything to run on your own accounts and servers with no licence from us, which means no recurring fee beyond your infrastructure and any model API usage. Some clients prefer a managed support retainer for monitoring and tuning, and that is quoted separately.
Related services
Often delivered alongside this service
Custom Software
Bespoke CRM, inventory, billing and booking systems built for Omani businesses, with Oman VAT logic, role-based access and code you own outright.
API & System Integration
Connect your ERP, payment gateways, and cloud apps with stable API and webhook integrations built from Muscat for Oman and GCC businesses.
WhatsApp Automation
Official WhatsApp Business Cloud API setup for Oman businesses: verified templates, shared inbox and CRM sync that your team can actually answer. Book a call.
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Next step
Start with one workflow, not a transformation
Book a 30-minute call. We will pick the process on your list most likely to save hours in the first month, and tell you honestly if it is not worth automating.
We reply during Oman business hours, Sunday to Thursday. · +968 9651 5039 | +968 9355 7155