USE CASE IA

IA AUTOMATION USE CASES FOR B2B SMES

Want to automate, but don’t know where to start? Our use cases show you exactly what to automate, why, with which tools, and what operational impact to expect.

Turn everyday friction into measurable productivity gains

Each scenario is designed to reduce manual tasks, speed up execution and make your operations more reliable. You get real-life cases, not abstract demonstrations.

Triage of operational requests

Automatically classify and prioritize customer requests (support, admin, sales) to improve processing times and service quality.

Finance/admin document controls

Automate part verification, anomaly detection and task assignment to reduce manual errors in your operations.

IA workflow governance

Set up safeguards: logging, validations, permissions and supervision to deploy reliable automation at scale.

Intelligent lead qualification

Centralize incoming requests, automatically qualify leads according to your criteria, and route opportunities to the right person without delay.

Automatic sales reminders

Trigger contextualized follow-up sequences based on prospect status to reduce oversights and increase conversion rates.

Our 8-step approach

Here's what you get in an AI use case prioritization mandate. Deliverables are adapted to your context, constraints and maturity level.

01

Cadrage des objectifs et priorités

On aligne les cas d’usage avec vos objectifs d’affaires : croissance, marge, qualité de service et capacité d’exécution.

02

Sélection des processus à fort impact

Nous cartographions vos processus et sélectionnons ceux où l’automatisation apporte un retour rapide et durable.

03

Définition des cas d’usage prioritaires

Nous détaillons chaque cas d’usage : déclencheur, données, logique, exceptions, responsabilités et KPI de succès.

04

Conception des flux et règles métier

Nous concevons des flux simples, robustes et adoptables par vos équipes.

05

Plan d’outillage low-code (n8n & IA)

Nous choisissons le bon stack selon votre environnement et vos contraintes de sécurité.

06

Test, validation et sécurisation

Nous validons scénarios, accès, contrôles et mécanismes de reprise avant mise en production.

07

Déploiement progressif par vagues

Nous implantons par étapes pour générer des gains rapides tout en limitant les risques.

08

Mesure des résultats & optimisation continue

Nous mettons en place des dashboards pour suivre les gains et améliorer chaque workflow en continu.

FAQ AI use cases

Frequently asked questions to launch your first AI automation use cases with Markaitek.

What is a concrete AI use case for an SME?

It’s a precise operational scenario with a trigger, data, execution logic, validations and a clear KPI (key performance indicator). The aim is to produce a measurable gain, not just automate for the sake of automating.

How do you choose the right use cases first?

We start with processes that are repetitive, time-consuming, prone to errors or delays. We then prioritize according to expected business impact and implementation effort.

Do you have to rebuild everything to automate?

No. The Markaitek approach focuses on quick wins with your current tools, followed by incremental improvements as needed.

Is n8n right for our context?

Often yes, for flexible low-code flows. The final choice depends on your constraints in terms of integration, security, maintenance and volume of operations.

How long does it take to see results?

The first quick wins can be seen soon after deployment. Structural gains are then consolidated with the standardization and monitoring of KPIs (key performance indicators).

Which indicators to track?

Cycle time, processing time, error rate, response time, volume processed per team, and manual exception rate.

Do your use cases include security and governance?

Yes, each case includes recommendations for access rights, validations, logging and minimum operational compliance controls.

Can you also implement use cases?

Yes, Markaitek can support you from prioritization to implementation and ongoing workflow optimization.