TecnoStack
Start a projectالعربية

AI / AI automations

Turn repeated handoffs into documented workflows, using AI where interpretation helps and clear rules where a predictable action is needed.

Scope, timeline and pricing agreed after reviewing your needs.

A request that keeps its context
A request that keeps its context. Receive: A form, message or system event starts the flow.. Prepare: Extract and validate the information required.. Approve: Route exceptions or decisions to the right person.. Update: Write the approved result and record the outcome.
  1. 01Receive
  2. 02Prepare
  3. 03Approve
  4. 04Update
Arabic & EnglishA journey with clear steps

Illustrative concept, not a live system or measured result.

AI automations
Workflow mappingSystem integrationsApproval pathsRun monitoring

Who this is for

For repeated data entry, approvals that wait in inboxes and handoffs that fail on the first missing field.

01

The same data typed again

Email, spreadsheets and business systems each require another manual entry.

02

Approvals disappear in inboxes

A request waits without a clear owner, status or reminder.

03

One exception stops the process

A missing field or failed integration turns a routine task into manual recovery.

What you get

A real process map, a clear boundary between deterministic steps and AI interpretation, the connectors, safe retries and a named owner for every run.

A real process map

Document triggers, handoffs, exceptions and who owns each decision.

Automation boundaries

Separate deterministic steps from interpretation and human approval.

Targeted AI assistance

Use interpretation or extraction where it adds value, with review paths for uncertain output.

Retries without duplicate work

Plan safe retries, duplicate detection and exception handling for connected actions.

Run history and ownership

Make failures visible and document who can review, retry or change a workflow.

How we work

Replay representative success and failure cases before any production change, so each handoff is checked rather than assumed.

Understand before automating. A path for the unusual case. Check every handoff. The workflow stays visible.
  1. Map the handoffs

    Follow a real request from start to finish and identify the repeated work and exceptions.

    Understand before automating.

    • Trigger and inputs
    • Decision owners
    • Exception list
  2. Design the rules

    Agree data contracts, approval points and what the workflow should do when something fails.

    A path for the unusual case.

    • Validation rules
    • Approval logic
    • Retry behaviour
  3. Build and replay

    Connect the systems and test representative cases before allowing production changes.

    Check every handoff.

    • Integration checks
    • Duplicate tests
    • Failure scenarios
  4. Observe and improve

    Introduce the workflow with an owner and review run history, exceptions and measured effort.

    The workflow stays visible.

    • Run monitoring
    • Owner training
    • Change reviews

Explore the possibilities

Illustrative concepts from our demo portfolio. They show possible experiences, not commissioned client projects, platform-specific implementations or measured results.

Demo concept
Illustrative automation dashboard with connected workflow steps and run history
AI automationsDemo concept

Follow the complete run

The automation-workspace concept shows connected steps, integrations and run history. Example savings shown in the artwork are illustrative.

Illustrative team workspace with tasks and project management panels
AI automationsDemo concept

Make approvals visible

The workspace concept provides a setting for exploring task ownership, review queues and due dates alongside automated handoffs.

Explore our work

PLANS & INCLUDED BENEFITS

Compare the number of workflows, the steps allowed per workflow, total connectors and AI steps with review. The plans cover 1, 3 or 5 workflows with 5, 8 or 10 steps each; no generic productivity or percentage saving is promised.

Free scope consultationOne-time project fee. Support beyond the included period is quoted separately.

Defined scope

First automation

Build one useful workflow between your existing tools.

Starting from

4,000SAR

/ project · excl. VAT

One-time project fee. Support beyond the included period is quoted separately.

Included in your plan

  • One workflow with up to 5 processing steps
  • Up to 2 standard connectors
  • One AI classification or drafting step with human review
  • Error alerts, acceptance checks and documentation
30-day defect fixes included

Included in the starting price. Scope and limits are listed below.

Defined scope

Automation operations

A coordinated group of workflows for one team.

Starting from

15,000SAR

/ project · excl. VAT

One-time project fee. Support beyond the included period is quoted separately.

Included in your plan

  • Up to 5 workflows with 10 steps each
  • Up to 5 standard connectors across the project
  • Up to 5 AI steps with human approval
  • Monitoring setup, acceptance tests and handover
30-day defect fixes included

Included in the starting price. Scope and limits are listed below.

Starting prices in SAR, excluding VAT where applicable. Final scope and price are confirmed in your proposal. Model/API usage, hosting, software subscriptions and major data cleanup are separate. Scope assumes client-provided access to documented APIs and approved data. No foundation-model training or autonomous high-risk decisions. Handover is one 60-minute session; included defect fixes cover the delivered scope for 30 days.

Before we start

Have another question?