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Data, Analytics & Decision Systems

Data engineering and analytics for teams that need numbers they can trust and decisions they can trace.

THE PROBLEM

What is really going wrong

Dashboards are rarely the real problem. The harder questions are where the data came from, what changed it, whether it reconciles and who owns the definition when two reports disagree.

OUR APPROACH

How Liditech solves it

Select each step to see how we would move the work forward without turning it into a larger programme than necessary.

HOW LIDITECH HELPS

Start with the decision

Work backwards from the question the business is trying to answer.

HOW LIDITECH HELPS

Trace the source

Make lineage and transformations visible enough to investigate disagreement.

HOW LIDITECH HELPS

Build quality into the flow

Validate data before it becomes a dashboard problem.

HOW LIDITECH HELPS

Own the definition

Give critical measures a named business and technical owner.

WHAT WE EXAMINE

What we look at first

  • Source systems, definitions and ownership
  • Quality rules, transformation logic and lineage
  • Reconciliation points and exception handling
  • How the output is used in operational decisions
WHAT YOU RECEIVE

Useful outputs, not shelfware.

We keep deliverables tied to decisions, delivery and ownership. The exact format changes with the workstream; these are the outputs we would expect to leave behind.

01

Data lineage and ownership view

02

Quality and reconciliation controls

03

Prioritised data-product backlog

WHERE WE FIT

We do not need to replace your existing team to be useful.

Bring us in when reports disagree, teams cannot trace a metric to source or analytics delivery is slowed by repeated data-quality work.

Independent reviewShort, evidence-led technical assessment.
Defined workstreamWe own a difficult piece with clear boundaries.
Alongside your SI or teamSpecialist engineering without another management layer.
TALK TO LIDITECH

Tell us what is getting in the way.

The current problem, the outcome you need and what cannot be disrupted are enough to start.

hello@liditech.co.uk