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Module 03 — Automation & Data

Workflows that react to real signals — not calendars.

Every lead has a behavior. Every behavior triggers an action. Lead nurturing, dynamic scoring, enrichment and alerts run continuously, on clean data, with auditable governance.

  1. Signal Pricing visit 2× within 48h Alert to sales rep · score +20
  2. Signal Form submitted (new lead) Enrichment + automatic assignment
  3. Signal Score > 80 reached Outbound sequence started · CRM updated
  4. Signal 30 days of inactivity after opportunity Re-nurturing · internal alert · status reviewed
01

Behavior > calendar

Workflows are triggered by what the lead does. Never by a fixed schedule.

02

Data before rules

We enrich, deduplicate and validate before any automation runs.

03

Auditable by design

Every action is logged. Who runs it, when, on which data — always traceable.

Signal → Action

Four disciplines. One operating principle.

Each row is a pillar of the system. Each column defines what comes in, what decides, what goes out and what stays on record. This is how automation stops being an add-on and becomes the operation.

Discipline Signal Logic Action Telemetry
MarketingBehavioral nurturing Pages viewed, downloads, email opens, return after inactivity. Dynamic segmentation by funnel stage and real intent. Sequences fired at the right moment, content personalized by signal. Conversion rate per sequence, friction, time to qualification.
SalesReactive pipeline Score above threshold, repeated visit to commercial pages, positive reply. Assignment to the right rep, priority calculated by SLA. Task created in the CRM, internal alert, outbound sequence started. Response SLA, win rate by source, pipeline coverage.
DataContinuous hygiene New record, company change, duplicate conflict, critical field gap. Enrichment rules, deterministic and probabilistic deduplication. Cross-update with CRM, ERP and external sources. Governance applied. % of complete records, duplication rate, outdated sources.
ReportingLive telemetry Weekly cadence variation, pipeline anomaly, drop in an operating metric. Comparison against baseline, alert rules, aggregation by dimension. Dashboard refreshed, weekly report by email, alert to leadership. Channel coverage, telemetry latency, time to diagnosis.
Telemetry · continuous operation

The system reports on itself. Every workflow leaves a trail, every anomaly demands a review. We operate on a weekly cadence over data that never sleeps.

Governance

Automation that holds up to an audit.

Speed without governance is exposure. The whole operation runs on explicit rules, complete logs and defined fallbacks before any workflow goes live.

  1. i.

    Auditable log

    Every workflow, every execution, every failure — recorded with source, input data and outcome. Reconstruction possible at any moment.

  2. ii.

    Human fallback

    When the signal is ambiguous or the data fails, the rule is to stop and alert — not improvise. The team decides; the system logs the decision.

  3. iii.

    Preventive deduplication

    Before creating, writing or firing, the system checks for conflicts. No duplicate leads, no repeated emails, no cross-system corruption.

  4. iv.

    GDPR by design

    Consent, retention and the right to be forgotten implemented at the workflow level. Compliance is not an add-on — it is part of the architecture.

Impact

The difference between manual operation and automated operation.

30–50%
reduction in manual work after the first implementation phase.
0 leads
lost in the inbox — automatic assignment guaranteed to the right rep.
24/7
continuous operation, with no on-call team required to react to signals.

Next step

Which tasks does your team still do by hand today?

We map your current workflows and identify where automation gives hours back each week — and where it does not pay off.

Map automations