Skip to content
Book revenue audit
03 / PAGEKEELTHE METHODOLOGY

From the first revenue audit to a considered release: understand the work, test the exceptions and define how it will be operated.

THOUGHTFULLY CONNECTED
01DISCOVERY / PHASE 01

We start with a real example, not a shopping list of automations. Follow the request through your team: who sees it, where the context lives, what gets copied and where the next step stalls.

  • Map the trigger, tools, owners and exceptions
  • Check eligible APIs, account access and data boundaries
  • Establish a baseline for volume, effort and missed handoffs
01 / LEAKAGE MAPINTERACTIVE EXAMPLE

Find the handoff that stalls.

Handoff bottleneckThe context scattered.

Discussion exists, but no structured record links it to the task.

SELECT A NODE TO INSPECT ITS BOTTLENECK
WHAT YOU LEAVE WITH

A bounded workflow brief, a feasibility decision and a shared definition of success.

Bring the task, not a perfect brief.

A recent example, the people and systems involved, what takes repeat effort, and what a useful outcome would look like. That is enough to start mapping the handoff.

Request a revenue auditWhat happens after discovery
02ENGINEERING / PHASE 02

The first useful path is deliberately small. Separate deterministic rules from AI-assisted judgement, validate the data contract and make every failure path inspectable before a production system is touched.

  • Validate schemas, missing fields and duplicate triggers
  • Test provider failures, rate limits and retry boundaries
  • Review sample outputs, human gates and recovery paths
02 / FAILURE LABLOCAL DEMONSTRATION

Test the exception paths.

01
Happy pathReady to run
02
Missing CRM fieldReady to run
03
HubSpot 429 rate limitReady to run
04
Ambiguous amountReady to run
0/4 CHECKS

A demonstration of the test plan. No external APIs are called.

WHAT YOU LEAVE WITH

A reviewable prototype, test cases and evidence against agreed acceptance criteria.

03OPERATIONS / PHASE 03

Deployment is a controlled change, followed by an operating plan. Agree who receives an alert, when a retry should stop and how the business can continue if the workflow cannot.

  • Approve access, release scope and rollback procedure
  • Define alerts, bounded retries and rate-limit handling
  • Review agreed operational and value measures on a set cadence
03 / OPERATIONS HUD30-DAY MONITORING DESIGN
Availability99.98%
Dead-letter queue0 events
#workflow-operationsA consequential action needs review.

Invoice amount differs from its source. Choose the next step.

PRODUCTION TELEMETRY ARCHITECTURE · ILLUSTRATIVE TRACE
WHAT YOU LEAVE WITH

A scoped release and runbook, with named owners, support hours and reporting boundaries.

CHOOSE THE OPERATING MODEL THAT FITS

Managed delivery can reduce coordination work. An internal team can be the stronger choice when automation is core IP and you can staff its operation.

Comparison of delivery approaches
ConsiderationPagekeel managed scopeInternal engineeringDIY automation
OwnershipNamed delivery and operating responsibilitiesYour team owns design and operationYour team owns every connection
Best fitA bounded task with a clear ownerCore IP or sustained platform investmentSimple, low-risk personal processes
Ongoing changesAgreed support and change boundaryInternal roadmap and staffingYou maintain provider and schema changes
ExceptionsExplicit escalation and recovery planDesigned and staffed in-houseDepends on the workflow author
Commercial modelSetup + support + vendor usageSalaries, tooling and operating timeSubscriptions and your operating time
START WITH ONE RECURRING TASK

Bring a real example. We’ll map the handoffs,
boundaries and a useful next step.

Book a revenue workflow audit
✓ Workflow audit✓ Flowchart blueprint✓ Agreed handover