1AITE · Data & analytics

From raw data
to usable insight.

Financial figures, energy readings, sensor data, exports from systems that don't talk to each other — we bring it together, process it and make it clear. Whether it's one 50 GB database or thousands of separate files that need processing fast.

50 GB+
from a single dataset to millions of rows
CSV → API
CSV, XML, Excel, SQL or an API connection
10+
of history, brought together in one view
Batch & live
processed once or as a continuous stream
Why this?

Data you can actually use.

Most organisations are sitting on a mountain of data scattered across exports, spreadsheets, databases and systems that don't talk to each other. The data is there — you just can't get at it, or not fast enough. Last year's export here, a SQL database there, and every month the same manual work in Excel all over again.

We take that barrier away. We bring your sources together, process them — however large — and deliver the result in a form you can genuinely work with: a dashboard, a report, a clean dataset or a connection your own systems plug into. From raw data to an answer.

Which data?

Financial, energy — you name it.

We're not tied to one kind of data. If it can be structured, we can process it.

Financial data

Ledger, transactions, invoicing, costs and revenue — merged, checked and ready for reporting or consolidation.

Energy & metering data

Consumption, generation, telemetry and power quality in high resolution — our home turf. Quarter-hour values, years deep, on one timeline.

Sensor & IoT data

Measurement series from sensors, meters and machines — normalised to real units and set up for analysis.

Operational data

Logs, exports, work orders, inventory — the data your operations produce every day, unlocked and linked together.

External sources

Market, weather or price data and open datasets, linked to your own figures so they gain context.

Or something else

A format or source that isn't listed here? Chances are we've already worked with it — and if not, we'll figure it out for you.

Small and large

One 50 GB database, or thousands of separate files.

The approach scales with the job. Whatever the size or format, the goal stays the same: reliable data, quickly usable.

The compact job

A single database, a set of exports or a spreadsheet that's got out of hand. We order it, check it and turn it into a reliable source — fast and without a whole project around it.

The large collection

Hundreds of separate files — CSV, XML, Excel, logs — across several years, millions of rows, multiple sources that have to line up. We process it in bulk — column-oriented and optimised for speed — so that questions which were once unworkably slow can be answered straight away.

Storage — hot and cold

Need it? We'll store your data too. Fresh, frequently queried data instantly available (hot); years of history affordably archived (cold) — and all of it retrievable whenever you need it.

How we work

From file to answer.

A fixed route, large or small — but always with the same endpoint: something you can base a decision on.

Ingest & merge

Connect sources, read in formats and bring separate datasets together into one coherent whole.

Clean & process

Duplicates out, units aligned, errors tracked down — and then processed at scale, however big the pile.

Analyse

Trends, outliers, correlations and calculations: the questions behind the figures, answered.

Present & serve

The result as a dashboard, report, clean dataset or API — in a form that suits whoever works with it.

What you get back

Not a table. An answer.

Processing is half the work. What matters is what comes out — and whether you can do something with it.

Dashboards

Live or periodic, in your own branding — the key figures at a glance, shareable with whoever needs to see them.

Reports

Clear PDF or document reports, on demand or generated and emailed automatically on a fixed cadence.

Clean datasets

A cleaned, merged and validated dataset you can carry on using yourself — without the mess.

API & connections

A connection your own systems, tools or dashboards can plug into directly.

Your data stays yours

We process your data confidentially and in line with the GDPR, under a non-disclosure agreement (NDA) if you wish. Clear arrangements on access, processing and retention — sensitive data is never shared and never kept longer than necessary.

Data is only worth something once someone can base a decision on it. With us it doesn't stop at a table — it ends at an answer.

Who it's for

For anyone with too much data.

Finance & controlling

Month-end closes, consolidations and reporting faster and with less manual work.

Energy & engineering

Metering and telemetry data turned into usable performance and overviews — our home turf.

Operations & management

One clear picture across systems, instead of scattered exports and assumptions.

Stuck in spreadsheets?

Sitting on exports nobody can keep track of any more? Then this is exactly for you.

Sitting on a mountain of data?

Let's turn it into something usable.

Tell us what you have and what you want to know — a single dataset or years of files. We'll gladly think the approach through with you, no obligation.