Hypnic — Data Systems

Turning your
operational data
into clarity.

We take spreadsheet-based operations and build clean datasets, repeatable KPI reporting, and a written summary your team can act on — in 7 days.

business@hypnic.net South Africa · Remote 7-day turnaround
7days
Sprint turnaround
R8k–18k
Typical sprint range
100%
Remote delivery
0
Long contracts required
About
Malwandla Matelakengisa — Founder, Hypnic Data

Malwandla Matelakengisa — Founder, Hypnic Data

Who we are

Data clarity for
SA businesses.

Hypnic Data helps small-to-medium teams across South Africa turn spreadsheet chaos into structured, decision-ready reporting. We deliver clean datasets, repeatable templates, KPI views, and a written summary you can act on immediately.

We understand how South African businesses actually operate — on Sage, Pastel, and Excel. Our sprint is built around your existing tools, not new software you have to learn.

Data is only valuable when it is reliable, reproducible, and easy to interpret.

Property Management Construction Distribution Recruitment Healthcare
Case Studies
Selected work

Case Studies

Client names available on request

Why Hypnic

Reporting built
for your operations.

(01)

Fast clarity in 7 days

Audit inputs, standardise formats, and produce a dataset you can trust — within a week.

(02)

Built for SA SMEs

Designed for Sage, Pastel, and Excel-based teams. Minimal friction, clean handover, practical outputs.

(03)

Clarity, not just files

Dataset + templates + KPI view + written insights. You will know what matters and why.

(04)

Repeatable systems

Reporting becomes routine. Structure is documented so your team can maintain it monthly.

The difference
Why not just use AI?

Hypnic vs
AI tools.

AI is a powerful tool — for people who already have clean, structured data. Our job is to get your data to that point first, and build the system that keeps it there every month. That is the part AI cannot do for you.

Hypnic
AI Tools
Understands messy, unstructured SA data
We start with your raw exports — however messy
Can help with data issues but cannot replace structured, context-specific cleaning
Built for Sage, Pastel & Excel workflows
Designed around how SA businesses actually operate
Generic — not built for local tools or context
Delivers a repeatable monthly system
Your team runs the same clean report every month
Requires you to know exactly what to ask each time
Human accountability when something breaks
A real person you can call — not a chatbot
Gives you an output and leaves
Understands your business context
We learn how your specific operation works
No knowledge of your industry, team, or goals
Works on data that is too messy for AI
Cleaning messy data is exactly where we start
Can flag issues but cannot build a repeatable system tailored to your operation
Services
What we deliver

Services

Data Cleaning & Structure

  • Excel/CSV cleanup & standardisation
  • Duplicate handling & missing value rules
  • Column naming & schema alignment
  • Validation checks & consistency rules

Reporting & KPIs

  • KPI dashboard (Excel)
  • Weekly/monthly reporting templates
  • Leadership summary pack (PDF-ready)
  • Metric definitions & calculation notes

Documentation & Handover

  • Data dictionary / field definitions
  • Process notes (how to keep it clean)
  • Structured folder + naming conventions
  • Walkthrough call + Q&A session

Working from spreadsheets? We will turn messy Excel/CSV into decision-ready reporting in 7 days.

Book a Call
Process
How it works

The Process

Operational Data Clarity Sprint — 7 days

  1. Day 1 Intake, goals & data audit
  2. Day 2–3 Cleaning, standardisation & structure
  3. Day 4–5 KPI template & dashboard
  4. Day 6 Insight summary & recommendations
  5. Day 7 Handover + walkthrough call

Monthly Reporting Support

For teams that want ongoing help maintaining clean data and producing consistent reporting packs every month.

  • Monthly/weekly report refresh
  • Data hygiene checks
  • Template improvements
  • Priority support channel
Operational data process visual
Pricing
Transparent pricing

Quote-based

Every dataset is different. We scope quickly and quote based on complexity, volume, and reporting needs.

Monthly Reporting Support

Ongoing clarity

Quote-based

  • Report refresh cadence
  • Data hygiene checks
  • Template maintenance
  • Priority support

Custom Projects

Flexible scope

Quote-based

  • Multiple datasets
  • Custom KPI definitions
  • Deeper analysis
  • Extended documentation

Still have questions?

Book a free 30-minute fit check — no commitment required.

Book a Call