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Data Intelligence

Monitored Data Workflows

Orchestrated data workflows with reliable retries, alerts and backfills, taking over from the unmonitored scheduled scripts your reports depend on today.

18 working days₹37,999 incl. GST7 deliverables
Overview

What this service covers

A scheduled script can go wrong silently for weeks, and nobody notices until a month-end number is off. We move those jobs into an orchestration tool, where every run can be seen, failures go straight to someone who can fix them and backfilling is routine rather than a weekend lost. Up to eight pipelines are included, built with idempotent tasks and explicit dependencies so no step ever reads data that is only partly written.

Deliverables

What you receive

  • Orchestration tool hosted on your container platform or run as a managed service
  • Up to 8 pipelines, migrated from current scripts or built new
  • Idempotent tasks with sensible retry rules and timeouts
  • Explicit dependencies so later tasks wait for complete data
  • Alerts for failed and missed runs sent to email or team chat
  • Written backfill procedure, shown working on real data
  • Connections and variables stored in a secrets backend
How it runs

The work in 4 stages

  1. Stage 1: Job census

    We list all scheduled jobs, even the ones people have forgotten.

  2. Stage 2: Behaviour design

    For each pipeline we agree dependencies, schedule and what happens on failure.

  3. Stage 3: Parallel run

    New pipelines are built and run alongside the old jobs.

  4. Stage 4: Cutover

    The old scheduled entries are switched off once results match.

Fit and inputs

Who it suits, and what we need from you

Ideal for

  • Data jobs running on a server nobody logs into any more
  • Reports that fail quietly and are only noticed days later
  • Pipelines that create duplicate records every time they are rerun

What we need from you

  • Your current scripts and access to the servers they run on
  • Credentials for every source and destination the jobs use
  • Someone who can confirm what correct output should look like

You share these through the brief on your order page after checkout.

Why it helps

What changes for your team

  • Failures show up within minutes rather than at month end
  • Rerunning a failed day is routine, not a manual fix
  • New pipelines follow a proven pattern from the start
Questions

Questions about this service

It can be. If a lighter orchestrator or a scheduled container suits you better, we tell you at the job census stage and adjust the scope.

Usually, with some light refactoring to make them safe to rerun. That work is included in the migration.

Your team does, using the runbook. Our ongoing support plans can cover monitoring if you would prefer.

This is a remote service: nothing is shipped physically, and the work is delivered into systems you control. See delivery and handover and refunds and cancellation for the full terms.

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