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02 / AUTOMATION MKTFINE / AI WORKFLOWS

When the process connects, the business moves forward.

We design automation and AI workflows that connect tools, data and people. Fewer manual steps, smoother handoffs and more clarity about what happens at each stage.

Assess a process See how it works

A THE STARTING POINT

Automation begins with understanding the work.

An inquiry arrives through one channel, someone copies it into a spreadsheet, another person asks for an update and follow-up depends on a reminder. Disconnected steps create friction, delays and missing context.

A workflow shapes the full journey: what starts the process, which rules apply, who makes a decision, what happens when there is an exception and how the outcome is recorded. Technology supports that design.

01Fewer manual handoffs
02Connected information
03Visible follow-up

B A WORKFLOW IN ACTION

An event happens. The process knows what comes next.

Consider a sales opportunity: it arrives through a form, is recorded with context, assigned by clear rules, triggers a follow-up task and leaves information to track progress. Every important decision has an owner, and exceptions have a defined path.

The goal is to automate the right steps and give people more time for decisions that need their judgment.

Assess a process
MKTFINE / FLOW 01
One opportunity, one visible journey.
01
INCOMINGAn opportunity arrives
02
RECORDContext is organized
03
ASSIGNAn owner takes over
04
FOLLOW UPThe next action begins
05
VISIBILITYProgress becomes clear
HUMAN IN CONTROL

C CAPABILITIES

Five ways to connect the work.

Each area starts with a concrete process and can work alongside others when the operation calls for it.

01 / 05

Commercial automation

From the first inquiry to the next commercial move: capture demand, keep it organized and support consistent follow-up.

  • Forms and inbound channels
  • Classification and assignment
  • CRM, tasks and follow-up
SALES
02 / 05

Marketing automation

Coordinate content, campaigns and communication around each audience stage, while keeping sight of what happens next.

  • Capture and segmentation
  • Sequences and messages
  • Handoffs to sales
MARKETING
03 / 05

Operations automation

Reduce repetitive work across teams while keeping people in charge of approvals, documents and important decisions.

  • Forms and requests
  • Approvals and notifications
  • Documents and tasks
OPERATIONS
04 / 05

Data and reporting

Bring scattered information together, refresh indicators and make it easier to understand what is happening in a team or process.

  • Connected data sources
  • Recurring reports
  • Alerts for exceptions
INFORMATION
05 / 05

Assistants and AI workflows

Add AI to a defined flow to search knowledge, classify information or draft responses for a person to review.

  • Knowledge search
  • Input classification
  • Human-reviewed drafts
PRACTICAL AI

D PRIORITIES

Which process should you automate first?

We prioritize potential impact and real feasibility before choosing platforms or promising outcomes.

  1. 01

    Frequency

    How often does it repeat and how much manual work does it create?

  2. 02

    Rules

    Which steps are predictable and where do exceptions appear?

  3. 03

    Data

    Does the required information exist and can it be trusted?

  4. 04

    Connections

    Do the systems provide usable interfaces and permissions?

  5. 05

    People

    Who approves, receives alerts and owns each decision?

  6. 06

    Measurement

    How will we know it works better and when to adjust it?

E METHOD

One workflow at a time. A view of the whole system.

Start with a bounded case, learn from real use and expand when the process works.

  1. 01

    Map

    Identify people, tools, current steps, exceptions and sources of friction.

  2. 02

    Choose

    Select a priority case, define the expected outcome and keep human judgment where it belongs.

  3. 03

    Design

    Define triggers, rules, data, approvals and visible statuses.

  4. 04

    Connect and test

    Implement the agreed workflow and test normal and exceptional cases.

  5. 05

    Watch and improve

    Monitor how it works, correct issues and assess the next opportunity.

F PRACTICAL INTELLIGENCE

AI has a place. It does not belong everywhere.

Clear rules and reliable integrations solve many tasks. When a process involves unstructured text, documents or complex questions, AI can help classify, retrieve information or draft a response. We define what data it uses, what it can do and when a person reviews the output.

RULES + DATA + HUMAN OVERSIGHT

G FREQUENT QUESTIONS

Questions to ask before automating.

Do I need AI to automate a process?

No. Many workflows connect systems and apply rules. We consider AI when it improves a specific task and suitable data and controls are available.

Can we start with just one process?

Yes. A focused workflow lets us test how it runs, learn from its users and decide whether to expand.

Can it connect with our CRM and other tools?

We review each tool’s interfaces, permissions and limits before defining an integration. Scope depends on what can actually connect.

What happens when something does not follow the usual path?

The design includes exceptions: they can trigger an alert, stop an action or go to a person responsible for deciding.

Does a workflow need attention after launch?

Yes. Processes, data and tools change. Monitoring, ownership and adjustments should reflect how critical the workflow is.

→ NEXT MOVE

Start with the step slowing your team down today.

Tell us what repeats, where the process breaks and what should happen next. Let’s design the first move.

Discuss automation

AN INSIGHT FOR THE DECISION

Which business processes should you automate with AI first?

Automation works best when a process is understood before it is connected. Start with a workflow that creates visible work and measurable delays.

Read the insight ↗