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Retail & DistributionAI AgentsAutomation

Two AI agents replacing manual lead routing and review collection for a Portuguese home-solutions group.

Built into HubSpot, Outlook, WhatsApp and Google Sheets, the agents run without depending on anyone’s availability — so the operation can scale across European HORECA markets.

Client
Grupo Filtrarte · Portugal
Engagement
AI agents · Workflow automation
Industry
Retail & Distribution
15 min
Lead verification cycle, fully autonomous
0
Lost leads from slow manual routing
2
Autonomous agents in production

At a glance

  1. ClientA leading Portuguese home-solutions group serving HORECA markets across Europe.
  2. ChallengeTwo critical processes — lead routing and review collection — depended entirely on people.
  3. ApproachTwo AI agents, integrated into the existing stack — no new tools required.
  4. ResultsLead volume can grow across European markets without operational pressure.
01Client

Lead volume was scaling. Manual routing wasn't.

The group sells air and water purification and wellness products under multiple brands: over 30 years in the market, 200,000+ customers.

As digital campaigns scaled, each lead had to reach the right distributor, on time, with the information to act. Manual handling meant errors, high operational cost and scaling only by hiring.

02Challenge

Two workflows that scaled with team headcount, not business volume.

Both carried friction, inconsistency and operational risk — and growing headcount in step with volume doesn’t pay in distribution.

03Approach

Two agents. Two streams. Autonomous operation.

Each agent has a distinct role inside tools the team already used, so neither process depends on anyone’s availability.

  1. 01Post-service reputation

    Agent Review — automated review collection across channels

    After a support session closes in HubSpot, customers not yet asked get review requests via Outlook and WhatsApp, logged in Google Sheets.

  2. 02Lead capture & routing

    Leads Agent — capture, qualify, and forward

    Reads Google Sheets every 15 minutes, dedupes Meta and Google Ads leads, creates the HubSpot contact and briefs whoever assigns the distributor.

04What we shipped

Six capabilities across lead intake, routing, qualification, and review automation.

05Results

Correct routing. Consistent timing. No staff dependency.

  • Correct routing of every lead

    The agent identifies the source advert and location, so whoever is on shift can pick the right distributor.

  • Faster, more consistent response

    Checks run every 15 minutes, regardless of who is available — no bottleneck, no leads sitting in inboxes overnight.

  • Automated reminders without staff dependency

    Review requests go out at the right time, by email and WhatsApp.

  • Scaling without team growth

    Lead volume can grow in Portugal and across European markets without adding operational pressure.

06

From the team

The agent does not replace the process — it requires the process to be properly set up. When the right conditions are in place, scaling happens naturally. Otherwise, it merely automates chaos.
Project lead · Unlocking Tech · AI agents team
07

Stack

Running inside HubSpot, Google Sheets, Outlook and WhatsApp, the agents were adopted immediately; maintenance stayed with the client.

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