Enquiries arrive faster than the team can respond
Capture context, answer common questions, qualify the request and route a complete record to the right person without losing the human relationship.
AI automation · Jeddah & across KSA
AI that does useful work inside the way your business already runs.
We connect AI models, business systems and human teams into workflows that qualify, route, draft, check and act—with the right approval and escalation points built in.
Automation that holds up in the real world
A model alone is not an operational workflow.
A useful automation knows what information it can use, which system is the source of truth, when it should ask a person, and what happens if a customer, supplier or API does not respond.
ArrowTech designs that whole path. We map the rule set, connect the right services, select a suitable model and test the exceptions before the workflow is trusted with live work.
What a good automation includes
- A clear trigger, owner and measurable outcome
- Connected source systems and reliable data checks
- Human approval for decisions that need judgement
- Retries, alerts and a safe route for exceptions
- Documentation your team can understand and operate
The business case
Where automation earns its place
We focus on repeatable work with clear inputs, frequent handovers or customers waiting for an answer—not automation for its own sake.
Teams repeatedly move the same information between systems
Connect forms, email, CRM, ERP, calendars and internal tools so people spend less time copying and chasing.
Important information exists, but nobody can find or use it quickly
Classify, summarise, search and prepare information for a review—while keeping an owner responsible for what goes out.
A missed call or delayed response becomes missed revenue
Use voice, messaging and scheduling workflows to keep services moving outside peak hours, with a clear escalation route when the automation cannot help.
What we build
AI automation capabilities in detail
AI voice and booking
Voice agents that answer calls, collect the right details, check availability and hand conversations to staff when the situation needs judgement.
- Call routing and call summaries
- Booking and calendar workflows
- Human transfer and follow-up tasks
Lead and enquiry qualification
Convert an unstructured enquiry into a complete, prioritised record that sales or service teams can act on quickly.
- Web, WhatsApp and email intake
- CRM enrichment and assignment
- Response drafting with approval gates
Document and knowledge workflows
Extract, classify and prepare information from documents, messages and internal knowledge sources for a reviewer.
- Summaries and structured extraction
- Internal search and retrieval
- Role-based review workflows
Content operations
Collect, de-duplicate, categorise and prepare content for editorial or operational review before distribution.
- Source monitoring and scheduling
- AI-assisted first drafts
- Approval, publishing and reporting
Business system integration
Join the systems that already run your business so AI has useful context and teams do not work from a second, disconnected tool.
- CRM, ERP and helpdesk connections
- Calendar, email and messaging APIs
- Webhooks, queues and monitored retries
Governance and guardrails
Define ownership, permissions, escalation and visibility before a workflow is asked to handle customer or business-critical work.
- Approval and exception paths
- Logs, alerts and audit context
- Prompt, model and cost controls
Have a process that is too manual, too slow or too dependent on one person?
Map the automation opportunity →Automation stack
The right combination of models, orchestration and systems.
We do not force every workflow through one platform. The model and tools are selected around the job, data sensitivity, integration needs, speed and operating cost.
Models and AI services
OpenAI, Anthropic Claude, Google Gemini, Meta Llama, Mistral, Azure OpenAI, transcription and speech services—chosen for language, reasoning, reliability and commercial fit.
Orchestration and automation
n8n, Zapier, Make, Power Automate, webhooks, queues and custom API services for workflows that need more control than a simple no-code recipe.
Business systems and channels
CRMs, calendars, inboxes, websites, databases, WhatsApp, Twilio, Retell AI, payment systems, dashboards and the internal tools your team already uses.
Platforms and techniques we work with
- n8n
- Zapier
- Make
- Power Automate
- OpenAI
- Anthropic
- Gemini
- Llama
- Mistral
- Azure AI
- RAG
- Vector databases
- APIs
- Webhooks
- Twilio
- Retell AI
- CRM integrations
Past automation work
Examples of the work we have already taken from manual to connected.
These are delivery examples, not generic demo ideas. The best next step is always a short conversation about your own workflow.
AI voice agent for restaurant calls
Designed a call-handling workflow that answers incoming enquiries, captures orders and reservations, and passes the right information into the service operation.
- Voice AI
- OpenAI
- Twilio
- Make
Enquiry qualification and follow-up
Structured incoming customer questions, collected lead detail and routed qualified conversations so the sales team can concentrate on the right next response.
- Lead routing
- CRM
- Human handover
News and AI content distribution
Built a workflow to collect, summarise, categorise and schedule content, with duplicate prevention, retries and editorial checks built into the process.
- LLMs
- Scheduling
- APIs
- Review workflow
Sectors we have automated
Automation is most valuable when it understands the work around it.
Hospitality & restaurants
Calls, bookings, orders, guest questions and service follow-up.
Automotive
Customer enquiries, lead qualification and dealership follow-up.
Healthcare & wellness
Information flows, appointment journeys and operational handoffs.
Events & visitor operations
Entry, registrations, customer updates and live operational visibility.
Retail & commerce
Customer queries, catalogue information, fulfilment and post-purchase support.
Property & facilities
Enquiry intake, service requests and task routing for distributed teams.
Professional services
Document handling, client intake, internal knowledge and account coordination.
Media & content teams
Monitoring, drafting, approval and distribution operations.
Client feedback
Clear communication matters even more when the workflow is complex.
FAQ
AI automation questions, answered plainly.
The best automation starts with a specific workflow. We will help you decide whether AI is appropriate and what should remain human-led.
Ask about automation →Can AI automate a process end to end?
Some processes can be automated end to end; many are better designed with a human approval point. We map the decision risks, data quality and customer impact before deciding where automation should stop.
Which model should we use?
There is no universal best model. We compare the need for Arabic or English, reasoning quality, latency, privacy, cost and the integrations involved, then choose the right fit for the workflow.
Can you connect to our existing CRM or ERP?
Usually, yes. We start by reviewing the APIs, export options, permissions and data ownership. Where a direct connection is not sensible, we design a controlled alternative.
How do you handle errors or unusual requests?
Every workflow needs a safe fallback. We build exception paths, retries, alerts and human escalation so a broken integration or unusual customer request does not disappear silently.
Contact ArrowTech
Let’s find the first workflow worth automating.
Bring the process, the systems it touches and the problem it creates today. We will help you decide what should be automated, what should stay human and how to roll it out safely.