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Step to Begin
AI Automation & Agents · Step To Begin Studio

Turn repetitive operational frictioninto reliable automated workflows.

Step to Begin maps how your team actually works and builds one defined, end-to-end workflow inside the tools you already use. Incoming enquiries qualified, records synced, and human review preserved before any critical action.

At a glance

Fixed Scope
Starting Point
From 8,500 DH
Indicative Timeline
10 to 15 Business Days
Workflow Scope
1 Defined Workflow
Team Handover
Docs, SOPs & Training
WHAT WE AUTOMATE

Three common bottleneckswe turn into reliable workflows.

These three models represent core operational workflow types, not fixed bundles. We tailor your exact data rules, tool connections, and human checkpoints in a written proposal.

Package Scoping Note

These are three standalone workflow examples. The starting offer covers one defined workflow configured end-to-end for your business.

Diagram of automated lead intake pipeline showing WhatsApp webhook, field extraction, CRM staging, and human assignment checkpoint
01 · Inbound Intake & Routing
01

Lead Intake & Qualification

Capture incoming inquiries, collect missing details, and route immediately to the right person.

The Manual Problem

Inquiries arrive across scattered WhatsApp, email, and web forms; details sit unfiled with missing phone numbers.

Automated Workflow

Central webhook parses required fields, prompts for missing parameters, and creates a tagged CRM record.

Human Checkpoint

Project lead verifies business fit before assigning the account executive.

Practical Outcome

Structured inquiry capture with complete source logs; qualified leads routed promptly to the right owner without manual retyping.

Commercial quote automation diagram showing rate card inputs, Drive draft PDF generation, and required human approval gate
02 · Commercial Operations
02

Quote & Document Preparation

Turn approved project parameters into draft quotes, with a person checking price before sending.

The Manual Problem

Staff retypes identical names, line items, and quantities from chats into proposal PDFs and billing spreadsheets.

Automated Workflow

Pulls approved pricing tables, calculates line subtotals and taxes, and generates a branded PDF draft in Drive.

Human Checkpoint

Manager reviews quantities, custom discounts, and clicks Approve before dispatch.

Practical Outcome

Quotes drafted in seconds from validated price rules; commercial leads review and approve terms before any dispatch.

Follow-up coordination system showing 72-hour inactivity trigger, staged reminder draft, and automatic pause on client reply
03 · Pipeline Coordination
03

Follow-Up & Status Updates

Track the next action, remind the team, and stop automated messages as soon as a person takes over.

The Manual Problem

Quotes sent to prospective clients go cold during peak delivery periods because nobody remembered to follow up.

Automated Workflow

Time-triggered monitor checks thread activity at 72h and stages a tailored reminder in the team dashboard.

Human Checkpoint

Sales representative confirms draft or pauses sequence if offline contact occurred.

Practical Outcome

Consistent follow-up discipline maintained with auto-disengage safety as soon as a customer responds or staff intervenes.

HOW THE WORKFLOW WORKS

A transparent sequence,from initial inquiry to logged outcome.

We do not build opaque black boxes. Every automation executes a visible, deterministic progression where defined rules handle repetition and humans approve critical actions.

Plain Language: Rules vs. AI Assistance

Engineering Principles
Deterministic Rules (Preferred for 90% of business tasks)

Rules follow strict logic: if a form is submitted with service A, calculate cost and notify person B. Deterministic validation rules, predictable execution, and virtually zero API cost.

AI Assistance (Applied only where text is messy or unstructured)

When client emails or voice transcriptions arrive without clear formatting, an AI model summarizes intent, extracts parameters, and tags urgency. AI suggests; rules and humans decide.

End-to-End Orchestration

The 7-Step Production Sequence

Readable without clicking: see how data travels, where AI assists, and where a person validates.

05

Human Approval Gate

Mandatory Human Gate

Mandatory sign-off on prices, exceptions, or sensitive messages.

A team member verifies numbers on their phone via a single tap before anything leaves the company.

Escalation Rule:

Uncertain inquiries pause here automatically.

Step 05 of 07Execution sequence guaranteed

Built-in Escalation Gate: When the System is Unsure

If an inquiry contains conflicting details, ambiguous scopes, or missing required fields, the workflow pauses automated dispatch, applies validation rules, and routes the inquiry to an exception queue for team review.

Validation & Exception Safeguard
WHAT GOES INTO YOUR AUTOMATION

Every single workflow,mapped, built, tested, and handed over.

A professional automation project combines rigorous process mapping, dependable API integration, and full client ownership. Deliverables are defined by your agreed scope.

Single-page visual workflow node map showing process boundaries, inputs, business rules, and human gates
01 · Discovery
Phase 01 · Planning

Process Map & Scope

We document your current manual routine, remove administrative drag, and establish clear boundaries before building.

Current-State MapBottleneck Audit1-Page SpecificationAgreed Boundaries
  • Step-by-step visual map of how work currently flows
  • Identification of data leaks and manual bottlenecks
  • Clear specification of inputs, required fields, and rules
  • Approved project plan and written success criteria
Tested automation scenario architecture showing verified node paths, error trapping handlers, and validation suites
02 · Engineering
Phase 02 · Construction

Build & Edge-Case Testing

One defined workflow connected to agreed tools via Make or n8n, with robust input validation and failure recovery.

Make / n8nInput ValidationError TrappingRealistic Test Cases
  • End-to-end integration between agreed channels and tools
  • Strict input validation rules rejecting malformed data
  • Exception handling for missing fields or network timeouts
  • Intensive testing of both happy paths and edge cases
Team handover dashboard featuring video walkthrough runbooks, master override switch, and credential sovereignty
03 · Transfer
Phase 03 · Handover

Control & Client Handover

Mandatory human sign-off gates, recorded training, written runbooks, and a way to pause or override the system.

Human Approval GateFull Client OwnershipOperating RunbookMaster Pause Switch
  • Mandatory human checkpoints before critical actions
  • Live video training session with your operating team
  • Written operating runbook: what to do if an API updates
  • 100% account keys and credentials in your company name

Scope Limits & Third-Party Costs Notice

The starting package (from 8,500 DH) covers one defined workflow configured end-to-end for your business.

Additional workflows, multi-department branching, custom API development, and large historical database migrations are quoted separately in writing. Third-party subscriptions (Make, OpenAI token usage, WhatsApp Business API) are billed directly by providers to you with zero agency markup.

Review package details and pricing
EXAMPLE WORKFLOW · ILLUSTRATIVE DEMONSTRATION

From service inquiry to approved quote:an end-to-end walkthrough.

Inspect how an incoming inquiry moves through an automation pipeline in reality. Select each stage below to examine data packets, logic checks, and the human checkpoint.

Illustrative demonstration of a standard customer intake architecture. Not a client project.

Select Test Scenario:

Simulation: Client submits complete contact details and standard requirements.

NODE 04Project Lead Reviews & Approves Consultation Link

A team member verifies the project fit on their phone and taps "Approve Invitation".

● Human Verified
Payload Data PacketStructured Memory Packet
"gatekeeper":"Hamza (Project Lead)"
"action_requested":"APPROVE_WELCOME_BRIEF_AND_BOOKING_LINK"
"status":"APPROVED via Slack/Telegram interactive button"
"approval_timestamp":"T+03m 40s (10:18:02)"
"override_applied":"FALSE"
Human safety rule: Inquiries never receive pricing or commitments without explicit manager sign-off.
WAI-ARIA Compliant Architecture Simulation
HOW WE WORK

From process mappingto verified team handover.

A calm, four-stage collaborative roadmap designed specifically for business automation projects. Timelines are conditional on the agreed scope and tool access.

Delivered remotely with direct checkpoints

Discovery, testing, and team walkthroughs take place via shared screens and private staging environments. Indicative timeline for 1 defined workflow is 10 to 15 business days.

01

Observe & Map the Real Process

STAGE 01 OF 04

Understand how your team actually works today and select one high-value workflow.

What We Handle
  • Shadow your existing manual routine and inquiry flow.
  • Identify repetitive administrative drag and copy-paste delays.
  • Locate data bottlenecks and failure risks across channels.
  • Define the single workflow with the highest operational return.
What We Need From You
  • 5 to 10 typical past client inquiries and quotes.
  • Walkthrough of your team’s current daily routine.
  • Initial overview of the tools currently in use.
Key Decision: Single defined workflow selected and formal 1-page scope approved.

Failure Modes & Incomplete Information Rule

If an inquiry is incomplete or an API server drops connection during execution, the workflow never fails silently. The system captures the event in a persistent retry queue and alerts your team on Slack or WhatsApp for manual review.

PACKAGES & TRANSPARENT PRICING

Clear published starting rate,scope confirmed in a written proposal.

We publish our official starting rates with complete clarity. You know what is covered in the starting offer, what requires a custom scope, and how third-party software costs are handled.

Packaged automation architecture diagram showing 1 defined workflow scope, 8,500 DH rate, and direct tool billing
Productivity & Scale
Defined Automation Workflow
8,500 DH

Official Starting Offer (HT) · 1 Defined Workflow

Indicative Timeline:10 to 15 business days

Payment milestones defined in the written proposal

View Package Breakdown on Pricing Page
Scope Definition

Defined Automation Workflow

Deploy 1 defined automation workflow configured end-to-end: lead qualification, two-way CRM and Google Sheets sync, human approval loops, and staff handover.

Included in Starting Offer:
  • 1 defined automation workflow configured end-to-end
  • Intelligent lead qualification and customer enquiry triage
  • Two-way integration with CRM, Google Sheets, or Notion via Make or n8n
  • Human approval loop integrated where appropriate before critical actions
  • Instant automated lead notifications and sales team dispatch
  • Video handover documentation and post-deployment handover adjustments period
Included Guarantees:
  • Secure cloud infrastructure compliant with privacy best practices
  • Post-deployment adjustments and calibration window (period confirmed in quote)

Understanding Starting Scope vs. Custom Estimate

What the Starting Package (from 8,500 DH) Covers

One defined linear or branched workflow: for example, taking website and WhatsApp enquiries, checking completeness, logging them into a sheet, notifying your team, and drafting a verified proposal for human approval.

When a Custom Scope Estimate is Required

When your business requires multi-department routing, syncing across 5+ legacy platforms, migrating historical CRM databases with thousands of records, or developing custom webhook microservices.

Separate Third-Party Tool Costs Notice

Third-party software subscriptions (Make scenarios, OpenAI token usage, WhatsApp Business API messaging fees, Google Workspace) are held directly in your name and billed directly by providers to you with zero agency markup.

FREQUENTLY ASKED QUESTIONS

Practical answersbefore you start an automation project.

Clear, direct information about tool compatibility, data privacy, human approvals, account ownership, and post-launch maintenance.

Almost never. The entire purpose of modern workflow automation is to connect what you already use: WhatsApp, email, Google Sheets, or your existing CRM. We do not force your team onto an unfamiliar platform that creates friction.
TAKE THE FIRST STEP

Ready to stop retyping the same information every single week?

Describe the repetitive manual process that consumes the most time in your business. We will map the steps with you, identify the bottlenecks, and show you exactly how an automated workflow would run before building anything.

Message Hamza on WhatsApp

Fixed scope · Written proposal · No unsolicited software lock-in