Data &
Intelligence ./

Architecture-led BI programmes, from business alignment to governed, decision-grade insight.
Data and Intelligence platform illustration

The Challenge

A platform is not a strategy

Most BI initiatives do not fail because the technology falls short. Often, the platform was chosen before the problem was defined, the metrics aligned, or the reporting logic made explicit. By the time the dashboards arrive, the tooling is live but the confusion is still there.

Vendors are good at selling platforms, and organisations often buy them before they have agreed what the reporting is supposed to solve. The result looks like momentum: licences are active, dashboards exist, and the project appears to be moving. But the hard questions were never settled, so the platform arrives before the strategy behind it.

Our Approach

A more agile, disciplined way to build BI capability

AI-assisted analytics and business intelligence as a strategy discipline, grounded in original research and refined through years of commercial delivery.

01

Business-first, technology-second

Every engagement starts with business objectives, stakeholder alignment and organisational readiness. Technology selection follows, not leads. This is the single most validated predictor of BI success, and we engineer it into every project.

02

Architecture-led, pragmatically delivered

We combine enterprise-wide data integration with iterative, business-process-driven dimensional modelling. A research-validated hybrid that delivers both strategic coherence and rapid time-to-value, with structured, reliable and well-modelled data foundations that support trusted analytics and AI-assisted insight.

03

Agile delivery, enterprise-grade governance

BI is treated as an ongoing programme, not a one-off project. We deliver in controlled increments — 30/60/90-day cycles — where each release produces usable business insight, not just technical artefacts. Governance and architectural integrity are embedded from the outset, not retrofitted.

04

Cloud with due diligence

Cloud is an accelerator, not a shortcut. We evaluate suitability, acceptability and feasibility before deployment. Exit strategies, SLA scrutiny, cost controls, data residency and vendor risk are addressed upfront — preventing the ungoverned, expensive mess that hasty cloud adoption creates.

What the Market Says

The data exists, the trust doesn‘t

Real pain points from organisations seeking BI and data strategy partners.

“We spent eighteen months and a seven-figure budget on a BI platform. We got dashboards nobody uses because the data underneath isn't trusted.”

— CFO, Insurance

What We Do

The whole discipline, not just the dashboard

Business-IT alignment workshops, BI maturity assessments, and strategic roadmaps that connect data capability to business outcomes. We define the "why" before the "what" — ensuring analytics delivers results, not internal arguments.

Why Clients Choose Us

We build it, you own it

  • Improvement delivery — Everything we build points back to measurable business value: cost reductions, profit increases, risk reduction, speed of decision-making.
  • Alignment by design — We bridge the business-IT gap as an engineered outcome, not a hope. Our structured workshops and discovery processes ensure both sides are aligned before a line of code is written.
  • Research-backed methodology — Our approach is grounded in formal academic research with empirical validation, beyond vendor certifications and accumulated opinion.

Proven Track Record

Our impact at scale

Years

0

Delivering technology solutions across 15 countries

Clients

0+

Across financial services, insurance, healthcare, telecoms and retail

Projects

0+

Delivered worldwide

NPS

0%

Client satisfaction score (H1)

Engagement Model

A structured path from strategy to adoption

We follow a five-step model that aligns business and IT early, establishes the right data architecture, and drives adoption.

1

Discovery & alignment

We assess your current BI maturity, data landscape and business objectives. Business-IT alignment workshops establish shared priorities before any technology is discussed.

2

Architecture & roadmap

We design a data architecture blueprint — business processes, grain definitions, conformed dimensions, delivery plan — tailored to your context and technology estate.

3

Iterative delivery

Controlled 30/60/90-day increments, each delivering usable business insight. Governance, testing and architectural integrity built into every cycle.

4

Platform & enablement

Technology selection, cloud deployment, reporting rollout and user training — delivered as an integrated programme, not disconnected workstreams.

5

Review & optimise

Regular service reviews to assess data quality, adoption, business impact and alignment with your evolving strategy.

Market Positioning

Soho Data & Intelligence vs. typical BI consultancies

CriteriaSohoTypical BI Consultancy
Starting pointBusiness objectives and stakeholder alignmentTool selection and licensing
MethodologyResearch-validated hybrid (Inmon/Kimball), agile deliverySingle vendor methodology or ad-hoc
Cloud approachWorkload-driven migration with due diligence, exit strategy and cost controlsLift-and-shift or vendor-led
Data architectureEnterprise-grade hybrid DW design with iterative deliveryDashboard-first, architecture later
Semantic layerBusiness metrics defined once, centrally governed, consistent across all reportsAd-hoc, often duplicated or contradictory per report
Data lineageFull source-to-consumption mapping; trust is auditableAssumed, undocumented
GovernanceData lifecycle, security and EU compliance built in from day oneGovernance as an afterthought
EU complianceData residency, GDPR, AI Act and security-by-design embedded from the startReactive, often retrofitted
Talent poolsEuropean and Latin American — matched to role and domainSingle geography
Time-zone coverageCET + Americas (GMT-3 to GMT-6) for follow-the-sun deliverySingle time zone
Knowledge transferEnablement, documentation and sustainable operating modelsLimited knowledge transfer; ongoing reliance on consultant
Assigned contactDedicated Customer Success ManagerKey Account Manager
Service monitoringRegular delivery and adoption reviewsNo regular metrics

Ready to build a trusted data foundation?

Let's talk about your data strategy.

Schedule a conversation with our team to discuss your current BI landscape, your challenges, and how we can help you deliver decision-grade intelligence.

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