Skip to content
Sayfitech
Automation & operations

Reporting automation

Scheduled, formatted, distributed reporting pulled straight from source systems.

Engagement
Fixed-scope build, further reports on retainer
Typical timeline
4 weeks
Starts with
You send last month’s reports and we list every number that does not reconcile.
01The situation

Monday morning costs somebody four hours of copying numbers into a deck, and by Wednesday two of those numbers have quietly been revised. The board pack is assembled the same way, only slower.

Why it matters

Days of monthly reporting work reduced to a short review.

Remove the manual work permanently.

What we build

Concrete artefacts, handed over and documented.

01

A metric definitions layer: one written definition and one calculation per number, so revenue means the same thing in every report

02

Scheduled generation of the daily operations report, the weekly commercial report and the monthly board pack

03

Delivery in the format each audience actually opens, email summary, Slack digest, spreadsheet, PDF pack

04

Variance flags that call out whatever moved beyond a threshold, so the reader knows where to look first

05

A snapshot per period, so last month’s report keeps the numbers as they were reported rather than as the database looks today

What changes

01

Reporting effort drops from days a month to review time

02

Two reports disagreeing becomes an incident rather than the normal state

03

Board packs arrive on schedule instead of the night before

How it runs

Week 1

01Agree the definitions

We reconcile the same metric across your tools and get one written definition signed off. This is the slow part and the valuable one.

Weeks 2–3

02Build the pipeline

Extraction, calculation, snapshots and the three report formats, checked against a month you have already closed.

Week 4

03Schedule and hand over

Delivery, variance thresholds, and the runbook for adding a metric later.

06Typical stack

Chosen per project. Named here so you can see the shape of it.

  • Postgres
  • dbt
  • Metabase
  • Google Sheets
  • Postmark
  • Slack

Questions we get asked

Next step

Tell us the outcome, not the tooling.

Send us the situation you are in. We will tell you which discipline it belongs to, what we would do first and what it costs, including when the answer is to wait.

Start a projectOr email us directlyinfo@sayfi.ai