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Technology & Development

Best 10 Data and Analytics Companies in Ireland (Updated August 2026)

The companies featured in this list are not ranked in any particular order. They are presented based on their relevance to the category.

Data projects in Ireland fail for the same reason everywhere: the pipelines are harder than anyone expected and the source data is worse than anyone admitted. Choosing between an engineering firm and an advisory one, at the right point in that sequence, matters more than any rate comparison. This list covers Ireland-based data and analytics firms with team size, rate band and specialism.

What to look for in a data partner

  • Engineering first, insight second. If your pipelines do not work, no analytics layer will save the project. Ask which half of that a firm is strongest at.
  • Whether they assess before they quote. A firm that quotes a full programme without looking at your source systems is guessing.
  • Training and handover. Several firms here offer training. That matters if you intend to run the platform yourself afterwards.
  • Commercial or research. One entry here is a national research centre. Excellent capability, but engagement works nothing like a consultancy.

Budget for data cleaning as its own phase. On most Irish data projects it is the largest single piece of work and the one nobody puts in the original scope.

How to Choose the Right Data and Analytics Company in Ireland

Data engagements in Ireland run over budget more often than most, and the pattern is nearly always the same: the source systems turn out messier than the sales conversation implied. A shortlist built around trust in the estimate matters more than one built around the coolest tooling.

  • Ask which cloud and warehouse stack they actually build on. Ireland's data firms are not tooling-agnostic in practice, and moving to a different platform later means starting the integration work again. Confirm compatibility with what you already run.
  • Check who is doing the work, not just who is pitching it. A senior data engineer and a junior analyst produce very different outcomes for the same day rate on some firms' rosters. Ask for named CVs on the actual project team.
  • Weigh longevity against specialism. Several firms here have traded since 2000 or 2001, which buys continuity, but a newer boutique built around a single modern stack can move faster on a greenfield build. Match the firm's age to the age of your systems.
  • Get the contract structure clear. Fixed-fee, day rate and retainer models suit different risk appetites, and on data work the fixed-fee option carries the biggest change-request risk once messy source data surfaces mid-project.

What Does a Data and Analytics Company Do?

A data and analytics company builds the pipelines that move data reliably from source systems into a warehouse, then the reporting or modeling layer that turns it into something a business can act on: dashboards, forecasts, customer segmentation or bespoke models. Some firms also run training so an internal team can operate the platform afterwards.

It typically sits outside a general software agency's scope, though the two overlap. A software agency builds the product, and a data company builds what happens to the data that product generates. Businesses usually bring this work in once manual reporting in spreadsheets breaks down, when a decision needs to be made faster than a monthly export allows, or ahead of a wider AI or automation project that depends on clean, structured data existing first.

How Much Does Data and Analytics Company Services Cost in Ireland?

Published hourly rates in this file run from under €25 to €135, the widest spread sitting between generalist digital firms and specialist data consultancies. RaftLabs sits at €25-45 an hour for data work bundled into product development. Evolve Technologies and CeADAR sit in the middle at €45-90. Tiedot Digital Ltd., a smaller specialist operation, publishes the top band at €90-135. SalesOptimize and Zulfi Marketing sit under €25, reflecting data work delivered inside a broader marketing or platform service rather than as a dedicated specialism.

Rate band alone tells you less than scope does here. Data projects routinely expand once the state of the source systems becomes clear, so the initial hourly figure matters less than how the firm handles the assessment phase and any resulting change requests.

We have selected and reviewed these companies based on factors such as their services, industry experience, reputation, client portfolio, pricing where publicly available, market presence, and other relevant business metrics. The information and pricing mentioned are based on details available at the time of publication and may change over time. We recommend verifying the latest information directly with each company.

  1. 1. Clear Strategy

    Best for dedicated data and AI consulting

    Location
    Dublin, Ireland
    Team size
    10 - 49
    Founded
    2018

    Clear Strategy is a dedicated data and artificial intelligence solutions firm with a primary base in Dublin and an international office in Lisbon. Founded in 2018 by David Fitzpatrick and Julie Collison, the company has rapidly established itself as a trusted partner for organisations looking to make sense of their complex information. They specialise in helping businesses of all sizes, from small growing companies to large public sector bodies and multinational enterprises, unlock the hidden value in their day-to-day operations. Their core offering revolves around taking raw, unstructured information and transforming it into clear, strategic insights that leadership teams can use to make better commercial decisions. By focusing on practical outcomes rather than just technical implementation, they ensure that every project directly supports the client's broader business objectives.

    What they handle

    The team handles a comprehensive range of services, covering everything from the initial planning of how a business should organise its information to the actual building of the systems that make it accessible and secure. Their expertise extends across business intelligence, advanced analytics, and bespoke artificial intelligence solutions. In addition to their consulting work, Clear Strategy has developed proprietary products like Tempo, a system specifically designed to help companies better manage their reference data and improve overall operational efficiency. They also place a strong emphasis on data governance and staff training, ensuring that once a new system is in place, the client's internal team has the skills to use it safely and effectively.

    What sets them apart

    What sets Clear Strategy apart is their recognised industry standing, having secured partnerships with major technology providers and earning accolades such as a place in the Deloitte Fast 50. They have also been recognised by Acquisition International Magazine for their excellence in consultancy. Their approach appeals particularly to business owners and enterprise leaders who need a reliable partner to guide them through the entire journey, from setting a clear strategy to delivering the final, working product, without getting bogged down in unnecessary jargon.

    Services

    • Data Strategy
    • Business Intelligence
    • Data Architecture
    • Data Visualisation

    Industries

    • Enterprise
    • Public Sector
    • Small Business
  2. 2. Bluemetrix

    Best for data pipelines and managed data services

    Location
    Cork, Ireland
    Team size
    10 - 49
    Founded
    2001

    Bluemetrix is a long-established and highly specialised consulting and software company headquartered in Cork, Ireland, with a strong international presence that includes operations in Madrid and Tokyo. Since its founding in 2001, the firm has built a formidable reputation for helping businesses process and analyse massive volumes of complex information safely and efficiently. Their primary focus lies in creating robust systems that allow organisations to move, store, and manage their critical business information securely in the cloud. They offer a comprehensive suite of services that includes professional consulting, system building, and the provision of their own proprietary automation software. Over the past two decades, they have become a trusted partner for highly regulated industries where security and compliance are paramount, such as healthcare, pharmaceuticals, financial services, and the automotive sector.

    What they handle

    The firm is particularly well-regarded for its extensive experience in handling large-scale implementations and modernising legacy systems. They have delivered hundreds of successful projects globally, including significant work with major public health bodies like the NHS, helping them streamline their information processing and improve patient outcomes. A key part of their offering is the Bluemetrix Data Manager, a platform specifically designed by their team to help businesses automate their daily processing tasks, ensure strict governance over who can access what, and maintain rigorous security standards. By automating many of the complex, repetitive tasks associated with information management, they allow their clients to focus on actually using the insights rather than just maintaining the infrastructure.

    What sets them apart

    Bluemetrix differentiates itself through its deep, long-standing partnerships with major global technology providers, having been a trusted collaborator for nearly fifteen years. Their ideal clients are typically large organisations or fast-growing businesses that find themselves overwhelmed by the sheer volume of information they generate and need a secure, reliable way to make sense of it. For business leaders looking for a partner with a proven, decades-long track record in handling sensitive information across global markets, Bluemetrix offers a rare combination of bespoke software tools and expert advisory services that ensure compliance without sacrificing performance.

    Services

    • Data Automation
    • Hadoop & Data Pipeline Implementation
    • Managed Data Services
    • Tokenization

    Industries

    • Automotive
    • Finance
    • Insurance
    • Healthcare
  3. 3. RaftLabs

    Best for product analytics and data-backed features

    raftlabs.com - RaftLabs website, opens in a new tab
    Location
    Dublin, Ireland
    Rating
    4.9 (50 reviews)
    Team size
    10 - 49
    Hourly rate
    €25 - €45
    Founded
    2015

    RaftLabs is a custom software and artificial intelligence development studio with a strong presence in Dublin, Ireland, and international operations based in Ahmedabad, India. Founded in 2015, the company has successfully delivered over a hundred digital products, helping startups and established businesses turn their complex ideas into fully functioning, market-ready solutions. Their expertise lies in building custom websites, mobile applications, and comprehensive online platforms, with a particular focus on integrating smart, automated features directly into the user experience. They work extensively with clients in the hospitality sector, loyalty programme management, and business-to-business software, providing the technical foundation needed to launch, scale, and grow a modern digital enterprise from the initial prototype all the way through to public launch.

    What they handle

    A major component of RaftLabs' offering is their ability to build custom reporting dashboards and analytics tools that help business owners monitor their performance in real-time. By tracking how customers interact with a product, they provide actionable insights that drive future growth. Their team specialises in advanced areas such as generative artificial intelligence, smart document processing, and automated learning systems, allowing them to build products that adapt and improve over time. They operate under a distinct product studio model, typically beginning every engagement with a rigorous planning phase to ensure the core business problem is fully understood before any technical work begins. This structured approach, combined with a fixed-price and fixed-scope delivery model, provides clients with clear expectations and predictable timelines, delivering working prototypes in just a few weeks.

    What sets them apart

    What makes RaftLabs stand out is their commitment to full project ownership and transparent business practices. They do not operate as a traditional staffing agency; instead, the same dedicated team that plans the project is responsible for building it, ensuring consistency and quality throughout the process. Furthermore, they maintain a policy of not retaining any ownership rights over the final product, meaning the client has complete control over their investment. With a near-perfect rating on independent review platforms, they are an excellent choice for founders and business leaders who need a reliable, remote-first technical partner to bring innovative, data-driven products to market efficiently and securely.

    Services

    • Product Analytics
    • Web Development
    • AI & Voice Software

    Industries

    • Hospitality
    • Loyalty
    • B2B SaaS
    • Healthcare
  4. 4. Clarke Analytics

    Best for data science consulting and training

    Location
    Mallow, Ireland
    Team size
    10 - 49
    Founded
    2016

    Clarke Analytics is an Irish-owned boutique consulting firm based in Mallow, County Cork, established in 2016 by industry veterans Dave and Helen Clarke. The company specialises in helping organisations unlock the hidden value within their business records through advanced analysis, predictive modelling, and the practical application of artificial intelligence. With over twenty-five years of experience guiding their approach, the leadership team focuses on transforming complex, unstructured information into clear, actionable insights that drive better commercial decisions. They serve a broad spectrum of industries, including smart manufacturing, life sciences, healthcare, banking, and supply chain management, tailoring their approach to meet the specific regulatory and operational demands of each sector.

    What they handle

    The firm provides a unique blend of high-level consulting and structured education. On the consulting side, they deliver rigorous statistical services, including specialised support for medical device companies seeking market entry approvals, ensuring that all analysis meets strict regulatory standards. They are known for combining deep industry knowledge with advanced mathematical techniques to solve complex business problems, such as improving manufacturing processes or forecasting future market trends. On the education side, Clarke Analytics is deeply committed to building sustainable, in-house capabilities for their clients. They partner with national business excellence centres to deliver accredited training programmes, helping staff at all levels develop the confidence and skills needed to work effectively with modern analytical tools.

    What sets them apart

    What distinguishes Clarke Analytics is their dual focus on delivering immediate project results while simultaneously upskilling their clients' workforces. They employ recognised, industry-standard frameworks to ensure their work is systematic, repeatable, and directly linked to measurable process improvements. This approach is highly attractive to business owners and enterprise leaders who want to move beyond relying on external consultants for every question and instead build a permanent culture of informed decision-making within their own teams. By blending expert advisory with practical training, they ensure that their clients are equipped for long-term success in a rapidly changing digital landscape.

    Services

    • Predictive Modelling
    • Generative AI
    • Data Analytics Training
    • Regulatory-Grade Statistics

    Industries

    • Training
    • Enterprise
    • Technology
  5. 5. Evolve Technologies

    Best for business intelligence for industry

    Location
    Ennis, Ireland
    Rating
    4.7 (1 review)
    Team size
    10 - 49
    Hourly rate
    €45 - €90
    Founded
    2000

    Evolve Technologies, frequently operating under the name EvolveTech, is a highly experienced digital agency and software development firm based out of the Ennistymon Digital Hub in County Clare. Founded in 2000 by Mike Linnane, the company has spent over two decades building bespoke systems and solving complex, high-value problems for established organisations. They specialise in creating custom software solutions, modernising legacy systems, and developing advanced reporting tools that give business leaders clear, real-time visibility into their daily operations. Their client base spans a diverse range of demanding and highly regulated sectors, including medical technology, financial compliance, tourism, mass transit, and environmental monitoring, demonstrating their ability to adapt to strict industry requirements.

    What they handle

    A significant portion of their work focuses on delivering practical business intelligence that turns overwhelming amounts of daily information into clear, actionable insights. EvolveTech excels at building custom dashboards and reporting systems that allow management teams to monitor performance at a glance. They even utilise their own smart tools to automatically convert complex trends into plain-language summaries that anyone in the business can understand. Beyond traditional reporting, the firm has deep expertise in connecting physical environments to digital systems. They regularly set up sensor networks that monitor equipment, track environmental conditions, and provide real-time alerts, helping industrial and mass transit clients prevent breakdowns and improve overall efficiency.

    What sets them apart

    What makes EvolveTech stand out is their longevity and their focus on solving practical, operational challenges rather than just delivering standard software packages. By operating outside the traditional tech hubs, they have cultivated a focused, highly skilled team that values long-term client relationships and reliable, robust solutions over short-term trends. Their ideal clients are typically mid-sized to large enterprises that are outgrowing their current operational systems or need a more secure, automated way to monitor their physical and digital assets. For business owners seeking a pragmatic partner with decades of proven experience in highly technical environments, EvolveTech offers a steady and capable pair of hands.

    Services

    • Business Intelligence
    • IoT & Sensor Networks
    • Power BI Dashboards

    Industries

    • Financial GRC
    • MedTech
    • Tourism
    • Mass Transit
  6. 6. CeADAR

    Best for applied analytics research and development

    Location
    Dublin, Ireland
    Team size
    10 - 49
    Hourly rate
    €45 - €90
    Founded
    2012

    CeADAR is Ireland's national centre for applied artificial intelligence and data analytics, headquartered at University College Dublin. Established in 2013 and supported by key state agencies, it operates uniquely compared to traditional commercial consultancies. Instead of simply building software for hire, CeADAR functions as a collaborative hub designed to bridge the gap between cutting-edge academic research and practical, market-ready business applications. Operating as a not-for-profit entity, its primary mission is to help companies of all sizes, from ambitious startups to massive multinational enterprises, gain a competitive edge by adopting advanced technologies in a structured, supported, and de-risked environment.

    What they handle

    The centre provides a comprehensive "one-stop shop" for innovation, working closely with over ninety industry members across sectors like healthcare, finance, agriculture, and manufacturing. Their core services focus on rapidly building early-stage prototypes and testing new concepts before businesses commit to full-scale, expensive implementations. As Ireland's designated European Digital Innovation Hub for AI, they offer crucial "test-before-invest" services, allowing companies to evaluate complex systems using CeADAR's powerful in-house supercomputers and specialized expertise. The team covers a broad spectrum of advanced fields, including predictive forecasting, smart image recognition, and systems that understand human language, helping businesses turn theoretical possibilities into tangible commercial assets.

    What sets them apart

    What truly differentiates CeADAR is its focus on community and ecosystem building. Because they are not driven by traditional consultancy margins, their engagements are highly collaborative and research-driven. They actively assist companies in securing innovation funding, provide extensive training programmes, and host regular networking events to foster connections within the Irish technology landscape. For business leaders who want to explore how advanced technology could transform their operations but are hesitant to take on the full risk of an unproven commercial build, CeADAR offers an unparalleled opportunity to experiment, learn, and innovate alongside some of the country's leading experts.

    Services

    • Applied AI R&D
    • Proof of Concept Development
    • Real-Time Analytics
    • NLP

    Industries

    • Applied Research
    • Technology
    • Enterprise
  7. 7. Spark

    Best for data-led delivery for enterprise

    Location
    Dublin, Ireland
    Team size
    10 - 49
    Founded
    2020

    Spark Digital & Analytics is a Dublin-based advisory and software delivery firm that specialises in helping complex, growing organisations bridge the gap between high-level business strategy and practical engineering. Operating out of their headquarters on Camden Street, the company acts as a crucial decision layer for business leaders, identifying exactly where an organisation is losing speed, trust, or profit, and then building the technological systems required to fix those issues. They primarily serve large enterprises, private equity-backed firms, and companies in highly regulated sectors like finance, providing them with the expertise needed to scale their operations securely and efficiently.

    What they handle

    The firm's services are split across strategic advisory work and hands-on technical delivery. Rather than simply taking an order to build a piece of software, the Spark team begins by conducting deep diagnostics to understand the commercial realities of the client's business. Once the true problem is identified, they provide end-to-end delivery of custom solutions, ranging from foundational system upgrades to advanced, smart automation tools designed to improve daily decision-making. They specialise in creating bespoke systems that allow companies to process vast amounts of internal information, build reliable forecasting models, and automate complex workflows, all while providing dedicated development teams that integrate seamlessly with the client's existing staff.

    What sets them apart

    What sets Spark apart is their relentless focus on commercial outcomes rather than just implementing the latest technological trends. They understand that for private equity firms and enterprise leaders, a new system is only valuable if it directly improves the bottom line, increases operational efficiency, or reduces risk. By sitting perfectly between the boardroom and the engineering floor, they ensure that every line of code written serves a distinct business purpose. For executives looking for a partner who can both diagnose systemic business issues and actually build the reliable, scalable solutions needed to solve them, Spark offers a rare and highly effective combination of commercial acumen and technical execution.

    Services

    • Data & AI Strategy
    • Data Engineering
    • Technology Advisory

    Industries

    • Finance
    • Private Equity
    • Enterprise
  8. 8. SalesOptimize

    Best for market sizing and competitor data

    Location
    Dublin, Ireland
    Team size
    10 - 49
    Hourly rate
    < €25
    Founded
    2013

    SalesOptimize, now operating under its rebranded name TAMI (Total Addressable Market Intelligence), is a dynamic market intelligence platform headquartered in Dublin. Founded in 2013, the company specialises in helping business-to-business organisations clearly identify their ideal customers and understand the true size of their target markets. Originally focused heavily on the e-commerce sector, the company rebranded to reflect its expanded capability to provide actionable intelligence across a much broader range of industries. Today, TAMI serves as a vital tool for sales, marketing, and revenue operations teams who need to move away from manual research and outdated contact lists, allowing them to focus their energy on engaging with highly qualified, targeted prospects.

    What they handle

    The core of TAMI's offering is its proprietary, automated platform that continuously scans the internet to identify companies and map them to verified contact details for key decision-makers. This system provides sales teams with incredibly deep insights, such as the size of a potential merchant, the specific technologies they are currently using, and accurate email addresses and phone numbers. Beyond simple lead generation, the company offers services to clean, update, and enrich a client's existing customer management systems, ensuring that sales teams are always working with the most current information. They also provide comprehensive competitor monitoring and territory planning tools, helping businesses understand exactly where they stand in the market and where their best opportunities lie.

    What sets them apart

    What makes TAMI particularly valuable is its ability to automate the most tedious and time-consuming parts of the sales process. By providing direct access to millions of verified contacts and deep operational insights through easy-to-use platforms and browser extensions, they dramatically increase the efficiency of outbound sales efforts. Their approach is ideal for growing tech companies, ambitious marketing agencies, and any business-to-business enterprise looking to scale their sales operations predictably. For business owners who want to take the guesswork out of market sizing and ensure their sales teams are targeting the right people at the right time, TAMI provides a powerful, automated foundation for sustained commercial growth.

    Services

    • Market Sizing
    • Competitor Monitoring
    • B2B Market Intelligence

    Industries

    • B2B Sales
    • Marketing
    • Technology
  9. 9. Tiedot Digital Ltd.

    Best for smaller data projects

    Location
    Belfast, Ireland
    Team size
    2 - 9
    Hourly rate
    €90 - €135
    Founded
    2022

    Tiedot Digital is a highly specialised performance marketing and advertising consultancy based in Belfast. Founded in 2022, the agency positions itself as a team of "advertising performance architects," focusing intensely on the intersection between a company's internal business metrics and their external digital advertising strategies. Rather than simply running standard advertising campaigns, Tiedot helps businesses connect their complex sales and customer information directly to their marketing efforts, ensuring that every pound spent is targeted towards driving sustainable, measurable commercial growth. They cater primarily to businesses that are already spending on digital platforms but feel they are not getting a clear picture of what is actually working.

    What they handle

    The agency operates across three main pillars: strategic consultancy, hands-on campaign management, and advanced tracking solutions. They provide expert advice on navigating the increasingly complex world of paid media, helping clients design better campaign architectures and manage platforms like Google and Meta Ads more effectively. Crucially, a large part of their work involves building the background systems needed to clean, harmonise, and visualise customer actions. By optimising how conversion signals are tracked, they turn fragmented, confusing metrics into clear, actionable insights, allowing businesses to understand exactly how much it costs to acquire a new customer and where their most profitable leads are coming from.

    What sets them apart

    What sets Tiedot Digital apart is their philosophy of "thinking small so you can think big," which emphasises finding the hidden, highly profitable insights within existing campaigns before attempting to scale aggressively. As recognised partners with major search engines, they possess a deep technical understanding of how advertising algorithms actually work. Their ideal clients are typically ambitious e-commerce brands, marketing directors, or business owners who need a highly technical, data-driven partner to audit their current efforts and build a more rigorous, transparent approach to lead generation. For companies looking to stop wasting budget on speculative advertising and start making decisions based on hard, verified facts, Tiedot offers a sharp, highly focused alternative to traditional digital agencies.

    Services

    • Data & Advertising Consultancy
    • Conversion Signal Optimisation
    • Media Measurement

    Industries

    • Advertising
    • Marketing
    • Ecommerce
  10. 10. Zulfi Marketing

    Best for analytics inside a marketing engagement

    Location
    Dublin, Ireland
    Rating
    5.0 (2 reviews)
    Team size
    10 - 49
    Hourly rate
    < €25
    Founded
    2000

    Zulfi Marketing is a digital agency that offers a broad spectrum of online marketing and technical development services to businesses looking to establish or improve their digital footprint. While listed in professional directories with a presence in Dublin, the agency operates globally, helping startups, growing enterprises, and established businesses scale their operations through targeted digital strategies. They position themselves as a comprehensive partner capable of handling everything from the initial design of a company's online identity to the ongoing management of their digital advertising campaigns. Because they often operate through third-party business platforms rather than a traditional corporate storefront, prospective clients typically review their service offerings and client feedback via industry directories like Clutch and GoodFirms.

    What they handle

    The agency's service portfolio is extensive, covering both the creative and technical aspects of digital growth. On the marketing side, they manage search engine optimisation, local business listings, social media profiles, and paid advertising campaigns across major platforms. On the technical side, they offer custom software development, building bespoke web applications, online stores, and customer management systems tailored to a client's specific operational needs. A key part of their value proposition is their ability to bundle these services together; for example, they frequently integrate foundational tracking systems and user analytics directly into the websites and e-commerce platforms they build, ensuring that clients can monitor their online performance from day one.

    What sets them apart

    What distinguishes Zulfi Marketing on this list is their accessibility and their bundled approach to service delivery. They represent one of the most cost-effective options available, making them particularly attractive to smaller businesses or early-stage startups that need a wide range of services but have limited initial budgets. Rather than hiring separate specialists for website development, SEO, and analytics, clients can use Zulfi Marketing as a single point of contact for their entire digital transformation. For business owners seeking an affordable, all-in-one agency capable of laying down the technical groundwork while simultaneously running the marketing campaigns needed to drive traffic, they offer a flexible and budget-friendly solution.

    Services

    • Custom Web Applications
    • CRM & ERP Solutions
    • SEO & Analytics Tracking
    • Ecommerce Development

    Industries

    • Marketing
    • Ecommerce
    • Business Services

Good data and analytics work tells a business exactly who its best customers are and what they actually do, not what the business assumes. What it doesn't do is act on that insight and give those customers a reason to keep buying. Measuring behaviour and changing it are different jobs. Brandfire designs and builds loyalty and rewards programmes for brands across Ireland, turning a dashboard's best insight into an actual reason for a customer to come back.

Frequently asked questions

What is the difference between data engineering and data analytics?
Data engineering builds the pipelines, warehouses and infrastructure that move and store data reliably. Analytics interprets what is in them. Most projects fail on the engineering side and get blamed on the analytics side, which is why the order of work matters.
How much does a data consultancy cost in Ireland?
Published rates run from under €25 to €135 an hour. Specialist data consultancies sit at the top of that range and generalist digital firms at the bottom. Scope matters more than rate, because data projects routinely expand once the state of the source systems becomes clear.
Should I hire a consultancy or build an internal data team?
Use a consultancy to establish the platform and prove the value, then hire internally to run it. Building internally from nothing is slow and the first hires rarely have the platform experience to make the foundational decisions well.
What should I check before starting a data project?
Check the state of your source systems first. Most overruns come from data that is messier than anyone admitted at the outset. A good consultancy will insist on an assessment before quoting the full programme, and you should be wary of one that does not.

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