30-minute consultation · Tailored opportunity map · No obligation
Example customer enquiry automation. Five stages from enquiry received to human approval.
EXAMPLE AUTOMATION · FLOW / 01
Customer enquiry
01Enquiry received
02Intent classified
03CRM updated
04Reply drafted
05Human approval
STATUS / READY
4 manual handoffs removed
01/THE COST OF REPETITION
Repetitionisahiddenoperatingcost.
A copied field here. A delayed reply there. One by one, these tasks seem harmless. Repeated across people, systems, and weeks, they drain capacity, create errors, and slow growth.
ILLUSTRATIVE CAPACITY MODEL
15 min per task
× 20 times per week
× 48 working weeks
ANNUAL CAPACITY
240 hours per year240hours per year
One recurring task. Six working weeks of capacity. Illustrative example.
ADMIN DRAG
Re-entering data, moving files, and producing routine documents by hand.
RESPONSE LAG
Leads and customers waiting while messages are reviewed, routed, and answered manually.
PROCESS RISK
Missed steps, inconsistent handoffs, and critical knowledge trapped in inboxes.
Your free audit identifies where that time is going and which opportunities are worth automating first.
02/WHAT WE AUTOMATE
PracticalAI.Measurablebusinessvalue.
No generic AI package. We design each solution around a real bottleneck, the tools you already use, and an outcome your business can measure.
AI CHATBOTS & ASSISTANTS
Turn approved business knowledge into fast, consistent answers for customers and employees. Qualify leads, resolve routine enquiries, and surface the right information around the clock.
Customer support · Lead qualification · Internal knowledge
RESULTFaster answers. Lower support load.
WORKFLOW AUTOMATION
Connect email, CRM, documents, and back-office systems so repetitive handoffs happen automatically, with human approval wherever judgement matters.
Data entry · Document flows · System integrations
RESULTFewer steps. Fewer errors. More capacity.
AI STRATEGY & CONSULTING
Identify the use cases that can genuinely pay back. We assess readiness, prioritise opportunities, define governance, and build a practical roadmap your team can act on.
Opportunity mapping · ROI case · AI governance
RESULTClear priorities. Controlled risk.
03/WHAT CHANGE LOOKS LIKE
Outcomes,measuredinhoursandanswers.
Representative scenarios from the workflows SMEs automate first. Your free audit identifies which of these lives inside your business — and what it is costing you.
PROFESSIONAL SERVICES
Client intake, without the retyping.
Enquiry details captured once, engagement documents drafted automatically, and follow-ups routed to the right person.
Enquiry → CRM record → draft documents → approval
~5 hours
returned per employee, per week
E-COMMERCE & RETAIL
Routine enquiries answered in minutes.
An approved-knowledge assistant resolves order status, returns, and product questions around the clock, escalating only what matters.
Customer question → assistant → resolution or escalation
60–80%
of routine enquiries resolved without a person
MANUFACTURING & TRADES
Quotes that build themselves.
Quote requests extracted from email, matched to your price lists, and turned into draft quotes with human sign-off before sending.
Email request → data extraction → draft quote → approval
Same day
quote turnaround, down from 2–3 days
Illustrative scenarios based on typical SME workflows. Actual results depend on your systems and scope — the audit makes both concrete.
Every engagement begins with a real workflow, a measurable outcome, and clear boundaries for data, risk, and human control.
AUDIT
01
Find the leverage.
In a focused 30-minute call, we map recurring tasks, bottlenecks, systems, and data constraints. After the call, you receive a concise opportunity map.
YOUR OUTPUTRanked automation opportunities
STRATEGY
02
Design the right system.
We assess value, feasibility, security, and implementation effort. Then we define the workflow, integrations, controls, and success metrics before any build begins.
YOUR OUTPUTSolution blueprint and ROI case
EXECUTION
03
Build with control.
We build, test, and integrate the solution, train the people who use it, and monitor performance so the automation remains reliable as your business evolves.
YOUR OUTPUTWorking automation and handover
No black box. No unnecessary complexity. You see what is automated, where data moves, and where people stay in control.
AI should reduce operational risk, not introduce a new one. Every Dahdah solution is designed around data minimisation, controlled access, transparent data flows, and human oversight.
EXAMPLE ARCHITECTURE
SWISS HOSTING OPTION
RESIDENCY OPTION: CH
01Application
02Approval
03Data Store
Audit Log
ACCESS CONTROLLED
HUMAN REVIEW
VISIBLE DATA FLOW
Example Swiss-hosting configuration. Data locations and processors are agreed for each solution.
SWISS DATA HOSTING
Swiss data hosting is available for solutions that require local data residency.
Available for qualifying solution architectures. Agreed data locations are confirmed before implementation.
FADP & GDPR
Your automation is designed around the requirements of the Swiss FADP and, where applicable, the GDPR.
VISIBLE, CONTROLLED WORKFLOWS
Access rules, approval steps, system boundaries, and data movement are defined before implementation begins.
The result: useful AI without giving up visibility or control.
Dahdah.ch is led by Adam Dahdah — an AI consultant with a management background. He designs and ships production AI automations: chatbots, workflow integrations, and the strategy that makes them worth building. And because he has managed teams and operations himself, every solution is designed around how your people actually work — not just how software is supposed to.
The practice is deliberately small. Fewer engagements, deeper involvement, and systems your team actually understands and controls when the project ends.
AI CONSULTING & STRATEGY
Hands-on experience across the full arc: readiness assessment, opportunity prioritisation, ROI cases, and AI governance — the strategic work that decides whether AI pays back at all.
AUTOMATION DELIVERY
Not advice alone. Designed, built, tested, and shipped automations — chatbots, document flows, and system integrations that teams use every day.
MANAGEMENT PERSPECTIVE
Experience running operations means training, adoption, and change are planned from day one — which is why the automations actually stick.
A RELATIONSHIP, NOT A HANDOFF
Direct access to the person who built your systems. When your business changes, your automation changes with it.
No open-ended retainers and no surprise invoices. Every engagement begins with the free audit and is scoped, priced, and confirmed in writing before work starts.
AI READINESS AUDIT
Free
30-minute call
BEST FOR — Every engagement starts here
We map your recurring work, systems, and data constraints. You keep a written opportunity map — whatever you decide afterwards.
Continuous automation for growing businesses: a prioritised roadmap, monthly working sessions, and direct access to the consultant who knows your systems.
Indicative starting points for orientation. Every engagement is scoped and confirmed in writing after the audit.
08YOUR NEXT 30 MINUTES
Find the work your business should never do manually again.
Book a free AI Readiness Audit. We’ll identify your strongest automation opportunities and send you a concise opportunity map — no obligation, no generic sales deck.
01A clear view of the repetitive work costing you capacity
02Two or three viable automation opportunities
03A recommended next step based on value, feasibility, and risk
30-minute video call · No preparation required · Completely free
