Partner practices
Databricks partnershipPlatforms we build on
Microsoft AzureGoogle CloudAnthropic ClaudeOpenAISnowflakeHow we choose
Regulatory frameworksVendor neutrality
Data Management & Assurance
Answers to “where did this number come from” in minutes.
Leaders are asked to decide faster while being able to justify every figure they used. Marzal Labs builds the information foundation that makes both possible — where numbers agree across the business, where each one can be traced back to its source, and where somebody owns it.
Capabilities
The change
Most organisations can produce a number. Fewer can produce its history. Definitions drift between reports, teams reconcile by hand, and confidence is rebuilt manually each cycle. When an auditor, regulator, or board member asks how a figure was arrived at, the answer takes days to put together — and the delay itself becomes the concern.
What is needed is information that arrives already trustworthy. Agreed definitions, checks that run automatically, a visible trail from source to report, and clear ownership — so confidence is the normal state rather than a periodic exercise.
Establish one dependable source for the numbers the business runs on.
Replace manual reconciliation with checks that run every time.
Make it clear who is responsible for what, and make it verifiable.
Agree each measure once, then use it everywhere.
Services in detail
Three groups, thirteen named services. Ask about any one of them by name.
Agree what the business needs from its information, and the order to build it in.
Read moreAn honest picture of current capability, with the gaps ranked by what they cost you.
Read moreDecide which questions are worth answering, and what it takes to answer them reliably.
Read moreReview existing reporting for accuracy, duplication, and cost before extending it further.
Read moreMove from ageing systems to a platform that supports reporting and AI without rework.
Read moreA design that suits how your business actually operates, documented so your team can extend it.
Read moreOne organised home for information, structured for the way it will be used.
Read moreMove to the cloud in stages, with a way back at each step and no interruption to reporting.
Read moreReliable, repeatable flows that bring information together from across the business and beyond it.
Read moreStand up reporting that people trust and actually use, with access controlled appropriately.
Read moreReporting built around the decisions it supports, not the data that happens to be available.
Read moreClear ownership, agreed definitions, and controls that satisfy regulatory obligations.
Read moreOne agreed version of your customers, products, and counterparties, checked continuously.
Read moreWhat makes us different
Assurance is normally applied as a review at the end, which is why it slows everything down. We build the checks and the audit trail into how information moves, so by the time review happens the evidence already exists. Teams stop choosing between moving quickly and being able to justify the result.
Not “this came from the finance system” but the specific record, document, and line it came from.
Information supplied by third parties, fixed reporting deadlines, and evidence that has to be retained — the everyday realities of regulated reporting.
Documentation and handover are part of the engagement, not an optional final phase.
Outcomes that matter
Stated as commitments we can evidence in a diligence conversation. Where we publish a figure, we can produce the working behind it.
Trusted work
Narratives are anonymised by agreement.
A specialty MGA operating in the Lloyd’s market400+ submissions / week
An NHS acute trust running seven specialty pathways2,400 referrals / month
A professional services firm mid-market enterprise14 source systems unified
A specialty carrier writing UK and US E&S businessClient reference — STARR
A UK building society and retail lenderProgramme delivery
A UK government public health programmeNational scale
