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Data Analytics Companies in Edinburgh: 49 Active Firms (2026)
Data analytics companies build data platforms, reporting tools and insight services for organisations across Edinburgh’s metropolitan economy.
Buying centres cluster around finance teams that need management information, operations teams replacing spreadsheet workflows, and public-sector or regulated-industry buyers commissioning decision-support and data-management work. Sales tend to be consultative rather than self-serve: discovery, integration, governance and user adoption matter as much as dashboards. Typical customers are mid-market organisations with enough digitised activity to justify external help, but not always the internal engineering capacity to maintain pipelines, reporting layers and retention controls. Engagements therefore look less like one-off visualisation projects and more like managed analytics, reporting infrastructure and advisory support tied to business processes.
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Edinburgh has 49 actively trading data analytics companies in this cohort, so the local market is compact rather than broad-based. Reported employment totals 743 people, a footprint consistent with teams serving multiple client projects rather than a city dominated by large product vendors. Only 2 firms sit above £5M turnover, and 3 were incorporated since 2022, which points to a market shaped more by established consulting, integration and specialist analytics work than by a large recent formation wave.
Most providers operate outside a sector-specific licence, but the work often sits close to regulated information flows. UK GDPR and the domestic data-protection regime control how personal information is collected, analysed, stored and deleted, with the ICO as the relevant UK regulator. The practical duties cover fairness, purpose limitation, data minimisation, accuracy, retention and security, with extra safeguards for profiling, automated decision-making and special-category information. Cross-border personal-data work adds contracting and transfer assessment, commonly through International Data Transfer Agreements, Standard Contractual Clauses, Binding Corporate Rules or adequacy regulations.
Future demand appears likely to come from buyers trying to make existing operational information more usable, rather than from wholesale replacement of systems. Edinburgh providers therefore tend to benefit when they can combine engineering, governance and change-management skills, particularly for public-sector and regulated-industry customers. The scarcity of revenue-scaled firms suggests consolidation may be selective: partnerships, subcontracting and specialist advisory work may matter more than a broad wave of acquisitions. Pressure around profiling, retention and model governance should keep documentation and assurance close to the sales process.
49
Active firms
2026
2
£5M+ turnover
3
Recent incorporations
Since 2022
Key facts
About 4% of the trading cohort reports turnover above £5M (2 of 49 firms) — the rest sits below that revenue band.
6% of the cohort was incorporated since 2022 (3 firms), so a sizeable share is in its first few filing cycles.
UK GDPR and the Data Protection Act 2018 govern personal-data work, with the ICO overseeing principles covering fairness, purpose limitation, data minimisation, accuracy, retention and security.
Special-category data, automated decision-making, profiling and cross-border personal-data transfers add further safeguards for analytics providers whose work moves beyond internal reporting.
GOV.UK estimated 9,600 active, registered data-driven companies, split between 5,500 specialised data infrastructure or software-development services and 4,100 broader data consultancy or management services.
GOV.UK estimated that data-driven companies generated £343 billion in annual turnover in 2023 and contributed £84.9 billion, or 3.8%, in GVA.
The 2024 UK Business Data Survey found that 9% of businesses handling digitised data transferred data internationally, rising to 36% for large businesses and 26% for medium-sized businesses.
Top Edinburgh data analytics companies
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops cloud-based cash flow forecasting software for businesses. Provides visual tools to model future cash positions, plan scenarios, and integrate financial data from accounting platforms such…
Serves small and mid-sized businesses, fractional CFOs, agencies, consultancies, software and IT firms, and architecture or construction practices using Xero, QuickBooks or FreeAgent.
Financial Health
DistressedDistressed · -18% CAGR over 4y
Location
STAMPEDE AI LTD
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops a hospitality management platform integrating CRM, table bookings, payments, guest Wi‑Fi, loyalty programmes, reviews and analytics. Software connects guest interactions into unified…
Serves B2B hospitality operators, including restaurants, pubs, bars, hotels and multi-site venue brands, targeting teams responsible for guest engagement, bookings, loyalty and customer data.
Financial Health
HealthyHealthy · 2% CAGR over 4y
Location
PODFATHER LTD
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops logistics management software for fleet operators including route planning and optimisation, electronic proof of delivery (ePOD), vehicle checks, tracking and notifications, reporting, and…
Serves B2B organisations running delivery fleets, especially in building materials, construction, food and drink, transport and logistics, including hauliers and fleet operations teams.
Financial Health
StrongStrong · Hiring · 11% CAGR over 4y
Location
Quantics Consulting Limited
Trajectory
4y · 2022–NowFinancial sub-scores
Computed from 4 filingsProvides biostatistical consulting and software for the life sciences and medical device sectors. Supports bioassay analysis, clinical trial design and analysis, PK/PD modelling, health technology…
Serves B2B life sciences and medical device organisations, including biotech, pharmaceutical and vaccine developers running bioassays, clinical trials, HTA submissions and regulated research across…
Financial Health
HealthyHealthy · Hiring · 3% CAGR over 3y
Location
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops artificial intelligence software for financial services firms, including AI assistants for financial advisers, automated compliance and quality assurance monitoring, and…
Serves financial services firms of all sizes, from SMEs to large enterprises, targeting financial advisers, QA assessors, advice team managers, compliance/risk leaders and Consumer Duty teams.
Financial Health
HealthyHealthy · -59% CAGR over 4y
Location
CONTINUUM INDUSTRIES LTD
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsDevelops AI-powered software for planning and assessing utility infrastructure routes. The platform analyses GIS data to generate and compare routing options, evaluate permitting and environmental…
Serves utilities and infrastructure developers worldwide, especially energy and water organisations planning electricity transmission, renewables and offshore wind connections, hydrogen, CO₂, gas and…
Financial Health
StrongStrong · Hiring · 36% CAGR over 5y
Location
CreateFuture
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsProvides digital transformation consulting and technology development services, including software engineering, AI implementation, data analytics, cloud infrastructure, and digital product design.…
Serves businesses and public sector organisations in energy and utilities, financial services, government, healthcare and pharma, iGaming, media and entertainment, scale-ups and travel, typically…
Financial Health
WeakWeak · -23% CAGR over 5y
Location
MONEY DASHBOARD LTD
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsProvides B2B open banking services, including account information services and financial data aggregation via APIs, enabling businesses and financial platforms to access and integrate users’ bank…
Serves business customers requiring open banking services; former consumer personal finance app users are no longer supported.
Financial Health
WeakWeak · -53% CAGR over 2y
Location
Dufrain
Trajectory
2y · 2020–NowFinancial sub-scores
Computed from 2 filingsProvides data management and analytics consultancy, including data governance, migration, architecture, engineering and business intelligence. Develops AI and advanced analytics solutions, data…
Serves businesses and public sector organisations, from major global brands to growing companies, in banking, insurance, retail, wealth management, legal and professional services, typically engaging…
Financial Health
StrongStrong · Growing, Hiring · 21% CAGR over 1y
Location
Dufrain
Trajectory
2y · 2020–NowFinancial sub-scores
Computed from 2 filingsProvides data management and analytics consultancy, including data governance, migration, architecture and engineering, business intelligence reporting, and AI and advanced analytics. Develops data…
Serves organisations of varied sizes, from major global brands to growing businesses, across banking, insurance, retail, wealth management, public sector, and legal and professional services.
Financial Health
StableStable · 0% CAGR over 1y
Location
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops and provides cloud-based business intelligence software for railway infrastructure projects, enabling cost estimation, scenario comparison, lifecycle cost modelling, data integration, and…
Serves railway infrastructure managers, rail project sponsors and programme teams in the rail sector, including large infrastructure owners such as Network Rail.
Financial Health
HealthyHealthy · Hiring · 5% CAGR over 2y
Location
Trajectory
4y · 2023–NowFinancial sub-scores
Computed from 4 filingsDevelops market simulation software for global and regional natural gas, LNG, power and natural gas liquids markets. Provides analytics tools and advisory services used by energy companies, investors…
Serves B2B and public-sector energy-market analysts at gas and LNG producers, transmission and storage operators, utilities, IPPs, marketers, traders, consultants, investors, banks, IOCs/NOCs and…
Financial Health
HealthyHealthy
Location
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops cloud‑based business intelligence software for railway infrastructure projects. The platform integrates and cleans project data, supports cost estimation and scenario modelling, performs…
Sells to railway infrastructure managers and teams producing business cases, cost models, and project plans for rail infrastructure projects, including large rail organisations and programmes.
Financial Health
StrongStrong
Location
Vekta Group Energy Division Limited
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsProvides renewable energy consultancy and digital tools, including power system studies, geospatial engineering and technical advisory. Develops software products, data platforms and APIs to support…
Serves B2B renewable energy developers, project owners and partners working on wind and solar projects, including teams needing technical, geospatial, power-system and data support worldwide.
Financial Health
StableStable · Hiring · 22% CAGR over 2y
Location
CreateFuture
Trajectory
2y · 2024–NowFinancial sub-scores
Computed from 2 filingsProvides digital transformation consulting and technology development services, including AI strategy, software engineering, data and analytics, cloud platforms, and digital product design, helping…
Serves organisations in energy and utilities, financial services, government and public sector, healthcare and pharma, iGaming, media and entertainment, travel, and scale-ups, targeting technology…
Financial Health
WeakWeak
Location
FOR-SIGHT SOFTWARE LIMITED
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops customer relationship management (CRM) software for hotels and hospitality businesses, providing tools to collect and analyse guest data, manage marketing campaigns, personalise guest…
Serves hospitality businesses, especially hotels and accommodation providers, targeting revenue, marketing and guest experience teams managing guest relationships, direct bookings and first-party…
Financial Health
StableStable · 0% CAGR over 4y
Location
Level E Research Limited
Trajectory
4y · 2023–NowFinancial sub-scores
Computed from 4 filingsDevelops AI software for asset managers that automates investment decision‑making, portfolio management and regulatory compliance. Provides tools for trade surveillance, market modelling and…
Serves financial institutions, including asset managers, banks, wealth managers and investment platforms. Targets buy-side compliance and investment teams, with partners serving retail investors.
Financial Health
HealthyHealthy · Hiring · 11% CAGR over 3y
Location
ALMIS INTERNATIONAL LIMITED
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops software for banks and financial institutions to manage asset‑liability positions, treasury operations, regulatory reporting and hedge accounting. Provides cloud‑based analytics platforms,…
Serves banks and other financial institutions, particularly treasury, asset-liability management, risk, regulatory reporting and finance teams.
Financial Health
StableStable · Hiring · 5% CAGR over 2y
Location
NCTECH LIMITED
Trajectory
4y · 2022–NowFinancial sub-scores
Computed from 4 filingsDevelops and supplies georeferenced 360° street‑level imagery and LiDAR data. Provides data capture technology, large-scale imagery datasets, and analytics used for infrastructure inspection,…
Serves big tech companies, public works and transport authorities, property assessors, GIS teams, utilities and telecoms operators, and highways safety or asset managers.
Financial Health
HealthyHealthy · -78% CAGR over 3y
Location
Belltree Limited
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsProvides data analytics and benchmarking for the upstream oil and gas sector through its bMark platform. Offers consulting on reservoir performance, reserves validation, field optimisation, and…
Serves governments, upstream oil and gas operators, subsurface and production teams, and investors evaluating reserves, field performance, M&A or carbon storage projects worldwide.
Financial Health
WeakWeak · 0% CAGR over 2y
Location
Westwood Global Energy
Trajectory
2y · 2024–NowFinancial sub-scores
Computed from 2 filingsProvides market intelligence, data platforms, and research-led consulting for the energy sector, covering upstream oil and gas, offshore services, and emerging energy technologies. Offers…
Serves B2B customers across the global energy sector, including oil and gas E&P companies, offshore and onshore energy service providers, supply-chain and infrastructure firms, and organisations…
Financial Health
WeakWeak · -11% CAGR over 1y
Location
LONGEVITAS SERVICES LIMITED
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops actuarial software for modelling and analysing demographic and insurance risks, including mortality, longevity, critical illness and policy lapses. Provides survival modelling tools,…
Sells to actuarial and risk teams in insurers, reinsurers, pension providers and consultancies managing mortality, longevity, critical illness, lapse and persistency risk for pricing, reserving and…
Financial Health
HealthyHealthy · 0% CAGR over 2y
Location
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops intellectual property management software for universities, research institutions and companies. Its Minuet platform manages invention disclosures, patents, agreements and licensing deals…
Serves B2B innovation and IP management teams, especially technology transfer offices at research institutions and universities, as well as corporate R&D and IP teams needing portfolio, licensing and…
Financial Health
StrongStrong · Growing, Hiring · 9% CAGR over 4y
Location
Wallscope Limited
Trajectory
3y · 2022–NowFinancial sub-scores
Computed from 3 filingsProvides data consulting and software development services, including auditing data systems, designing dashboards and visualisation tools, integrating APIs and linked data, and building digital…
Serves B2B organisations across sectors, especially strategy, operations and digital transformation teams managing complex data environments and seeking data-driven planning, reporting and workflow…
Financial Health
DistressedDistressed · -39% CAGR over 2y
Location
Bellrock Technology Limited
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops an enterprise software platform that enables organisations to build, deploy and manage multi‑agent artificial intelligence systems, integrating data and tools to automate tasks, support…
Sells to enterprise businesses pursuing AI adoption, particularly executive, operations, digital transformation and technology teams moving from pilot projects to scaled AI programmes across…
Financial Health
DistressedDistressed · -14% CAGR over 4y
Location
NET AI TECH LTD
Trajectory
4y · 2022–NowFinancial sub-scores
Computed from 4 filingsDevelops artificial intelligence software for telecommunications networks that analyses traffic data, forecasts demand, detects operational anomalies and automates resource allocation to optimise…
Serves B2B telecommunications companies, especially mobile network operators and telcos, targeting network operations, engineering and business teams responsible for service quality, energy use and…
Financial Health
StableStable · Hiring · 26% CAGR over 3y
Location
Wallet.Services (Scotland) Limited
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops blockchain-based data infrastructure and APIs for secure data sharing and provenance tracking. Provides digital product passports, emissions reporting data systems, and platforms for…
Sells to businesses needing trusted sustainability and provenance data, including textile brands, environmental asset market participants, emissions reporting teams, and organisations in regulated,…
Financial Health
DistressedDistressed · -13% CAGR over 4y
Location
Desana Network Limited
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops a software platform that provides businesses with access to a global network of flexible workspaces. The system enables employees to book offices or desks on demand, manages usage policies…
Serves enterprise and remote-first companies, particularly real estate, workplace experience, procurement and HR teams managing distributed employees and flexible workspace needs across multiple…
Financial Health
StableStable · Hiring · 30% CAGR over 4y
Location
Fanbase Technology Limited
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops fan engagement and commerce software for sports organisations, providing digital ticketing, memberships, hospitality packages and subscriptions, along with fan data management, audience…
Serves B2B sports organisations, including semi-professional and professional clubs, leagues and colleges, with buyers such as club executives, ticketing, commercial and fan engagement teams.
Financial Health
StableStable · Hiring · 78% CAGR over 4y
Location
Thisthat Ltd
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsProvides measurement and analytics tools for influencer marketing campaigns. Offers a SaaS platform and managed services that run brand lift studies, collect survey responses from exposed and control…
Sells to brands and marketing agencies running influencer marketing campaigns across multiple social platforms, especially teams responsible for campaign measurement, optimisation and budget…
Financial Health
StrongStrong · Growing, Hiring · 40% CAGR over 4y
Location
Ascent Platform Limited
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops banking software that unifies data from multiple systems into a single platform for banks and credit unions. Provides workflows for account opening, lending, onboarding, servicing, and…
Sells B2B to banks, credit unions and financial institutions, targeting teams responsible for account opening, small business and consumer lending, treasury onboarding, mortgage point-of-sale,…
Financial Health
WeakWeak · Hiring · 41% CAGR over 2y
Location
The Optima Value Group Limited
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsProvides data engineering and data science services focused on marketing and customer analytics. Designs and builds cloud‑based data platforms, integrates data sources, and develops analytics and AI…
Serves large enterprises, particularly retail, banking and travel businesses, targeting marketing, CRM, customer insight, CX and digital leaders responsible for customer data and analytics.
Financial Health
WeakWeak · 1% CAGR over 4y
Location
Danu Insights Limited
Trajectory
2y · 2024–NowFinancial sub-scores
Computed from 2 filingsDevelops artificial intelligence software for designing and optimizing scientific experiments in life sciences, supporting biotechnology and clinical research teams with data analysis and tools to…
Serves B2B life sciences organisations, including biotech companies and clinical research teams conducting experimental R&D.
Financial Health
StableStable · Hiring · 150% CAGR over 1y
Location
XI ENGINEERING CONSULTANTS LTD
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsProvides engineering consultancy using modelling, simulation, and data analysis to assess and optimise physical systems. Offers vibration, acoustic, structural, and environmental monitoring, digital…
Serves B2B clients in energy, buildings, infrastructure, environmental planning, medical devices and product development, including renewable operators, asset owners, engineers and developers needing…
Financial Health
StableStable · Hiring · 13% CAGR over 4y
Location
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsDevelops software, hardware and data systems for the mining industry, including 3D mine planning, geological modelling, drill and blast management, laser scanning, scheduling and monitoring tools,…
Serves mining companies and mine-site teams worldwide, including exploration geologists, mine planners, surveyors, drill-and-blast teams, operations managers and safety teams across the mining cycle.
Financial Health
HealthyHealthy · -59% CAGR over 5y
Location
PHARMATICS LIMITED
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops artificial intelligence software for biomedical and clinical research, transforming scientific publications and clinical trial data into predictive models. Provides evidence‑based medical…
Serves B2B organisations developing digital and precision health products, including health-tech software/app teams and preclinical or clinical research groups needing biomedical AI and API…
Financial Health
WeakWeak · 0% CAGR over 4y
Location
Provides technology business management software and services that track and manage enterprise SaaS applications, telecom services and mobile devices, including expense management, inventory…
Serves businesses and organisations of all sizes, especially IT, finance and procurement teams managing SaaS, mobility, telecom and market data estates across global operations.
Location
SOCIOVESTIX LABS LTD
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops financial data science tools and analytics for investors, including machine learning models, investment signal analysis, sustainable finance and impact metrics, data quality testing, and…
Serves institutional investors, asset owners and other buy-side financial market participants, as well as sustainability-focused public, research and development partners.
Financial Health
StableStable · -73% CAGR over 4y
Location
KELLTON TECH (UK) LIMITED
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsProvides technology consulting and IT services including digital product engineering, application and mobile development, AI and machine learning solutions, data engineering and analytics, cloud…
Serves enterprises and organisations in fintech, banking, insurance, retail/e-commerce, healthcare/life sciences, government, education, travel/logistics, hospitality, SaaS/communications,…
Financial Health
WeakWeak · -10% CAGR over 2y
Location
SEAFORTH ANALYTICAL SERVICES LIMITED
Trajectory
2y · 2023–NowFinancial sub-scores
Computed from 2 filingsProvides group purchasing organisation services for indirect procurement, negotiating supplier contracts and aggregating member spend for MRO, packaging, freight and other categories, supported by…
Serves B2B procurement, operations and finance teams at multi-site companies in manufacturing, food and beverage, retail distribution, consumer packaged goods, energy, hospitality, private equity and…
Financial Health
WeakWeak · Hiring · 20% CAGR over 1y
Location
TOOTOOT LTD
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsDevelops safeguarding and pupil reporting software for schools, colleges and youth organisations. Platform enables students to confidentially report bullying, abuse and wellbeing concerns, while…
Serves UK education and youth organisations, including schools, colleges, multi-academy trusts, local authorities, early years providers, apprenticeship providers, out-of-school settings and sports…
Financial Health
DistressedDistressed · -18% CAGR over 2y
Location
SPACE INTELLIGENCE LTD
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsProvides satellite data analytics and geospatial mapping for forest conservation and carbon markets. Produces land cover and biomass datasets, deforestation maps, and monitoring tools to support…
Serves B2B buyers in carbon and commodity markets: nature-based project developers, carbon credit investors and offtakers, and organisations trading or sourcing soft commodities needing EUDR and…
Financial Health
StrongStrong · Growing, Hiring · 88% CAGR over 5y
Location
AI EXPLORATION LTD
Trajectory
4y · 2022–NowFinancial sub-scores
Computed from 4 filingsDevelops industrial probe sensors and data analytics software for the energy sector. Technology integrates into oil and gas and carbon capture processes to measure parameters such as water content,…
Serves B2B customers in the energy sector, particularly oil and gas operators and carbon capture and storage companies, including global energy firms managing industrial processes.
Financial Health
StrongStrong · Hiring · 19% CAGR over 3y
Location
Trajectory
5y · 2020–NowFinancial sub-scores
Computed from 5 filingsDevelops and supplies point‑of‑sale and enterprise resource planning software for retail and hospitality businesses. Platform integrates sales, inventory, financials, e‑commerce, analytics and…
Serves B2B operators in retail, hospitality, pharmacies, forecourts and gas stations, including supermarkets, fashion and electronics stores, hotels, restaurants, cafés, beauty businesses, stadiums…
Financial Health
HealthyHealthy · -16% CAGR over 4y
Location
Trajectory
5y · 2021–NowFinancial sub-scores
Computed from 5 filingsDevelops AI-powered recruitment software for staffing firms and corporate talent teams, including CV and resume parsing, candidate search and matching tools, automated candidate engagement, and…
Serves B2B recruitment markets: corporate talent acquisition teams, staffing and recruiting agencies, and recruitment technology vendors such as ATS/CRM providers, job boards and social media…
Financial Health
StableStable · 0% CAGR over 4y
Location
LIFELINKED LIMITED
Trajectory
5y · 2022–NowFinancial sub-scores
Computed from 5 filingsDevelops and provides cloud-based electronic health record (EHR) and care management software for adult day centres, assisted living and community care providers, including tools for care…
Serves care provider organisations, from small operators to enterprise groups, including adult day centres, assisted living and care homes, senior centres, PACE programmes, home care, nursing homes,…
Financial Health
DistressedDistressed · -19% CAGR over 4y
Location
Trajectory
2y · 2025–NowFinancial sub-scores
Computed from 2 filingsDevelops cloud-based poultry farm management software. Provides ERP systems for breeder, hatchery, broiler and layer operations, including feed tracking, flock health, production monitoring,…
Sells to poultry businesses, including broiler, layer, breeder, hatchery, processing and integrated farm operators. Targets farm owners, managers and poultry groups seeking ERP tools for operational,…
Financial Health
HealthyHealthy · 9% CAGR over 1y
Location
PORTF.IO LIMITED
Trajectory
3y · 2022–NowFinancial sub-scores
Computed from 3 filingsDevelops portfolio monitoring software for private equity, venture capital and institutional investors. The platform aggregates data from accounting and business systems, automates data collection…
Serves private markets investment firms, including private equity, venture capital and institutional investors, targeting portfolio monitoring, operations and reporting teams managing multi-company…
Financial Health
StrongStrong · Hiring · 53% CAGR over 2y
Location
Millersoft Limited
Trajectory
3y · 2023–NowFinancial sub-scores
Computed from 3 filingsProvides data engineering and analytics consultancy services, including data warehousing, regulatory reporting systems, operational and streaming analytics, and ERP/CRM data integration. Designs and…
Serves businesses with complex data environments, including enterprises needing regulatory reporting, operational analytics, ERP/CRM integration and real-time performance metrics. Targets technical,…
Financial Health
DistressedDistressed · -15% CAGR over 2y
Location
GROUNDWORX LTD
Trajectory
1y · 2024–NowDevelops wireless soil sensors, micro‑weather stations and a data platform that monitor soil moisture, salinity, temperature and weather conditions. Provides analytics tools to help turf managers and…
Serves B2B turf and agriculture customers, including golf courses, sports facilities, commercial growing operations, and agricultural producers managing turf, trees, and crops.
Financial Health
Insufficient historyInsufficient history
Location
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How Edinburgh data analytics companies work and how to sell to them
What they do
Edinburgh data analytics firms usually earn revenue through a blend of project fees, retained managed-service contracts and licences or subscriptions for decision-support tooling. Many start with a diagnostic, proof of value or reporting rebuild, then move into pipeline maintenance, dashboard governance, model monitoring or analytics support for named business processes. Pricing tends to follow day-rate consultancy, fixed-scope implementation, monthly retainers or annual platform access, often with extra charges for integration, migration and training. The offer is therefore a hybrid of software, engineering and professional services, with margins shaped by how much delivery can be reused across clients.
Who they sell to
Most sell to mid-market organisations, public-sector bodies and regulated-industry teams that have enough operational information to justify specialist support, but not always enough internal capacity to own the full analytics stack. Buyers typically include CFOs, COOs, CTOs, heads of transformation, procurement teams and data-protection or information-governance leads. Sales cycles are usually consultative and measured in months rather than days, especially where personal information, procurement rules or legacy systems are involved. Direct sales is common, but public-sector work may come through frameworks, partner bids or subcontracting behind larger consultancies and systems integrators.
What they buy
Most data analytics firms tend to spend on cloud infrastructure, data integration tooling, warehouse or lakehouse environments, workflow automation, dashboarding, documentation and access-control systems. Security, identity management, backup, monitoring and audit support matter because clients often ask how information is stored, retained and accessed. Operationally, these firms also buy CRM, proposal management, project accounting, time recording, resource planning, HR, recruitment and finance systems. Services spend often clusters around legal review, UK GDPR advice, professional indemnity cover, accounting, content marketing and specialist hiring for data engineering, analytics delivery and client-facing consulting roles.
Why and how to sell to them
Data analytics buyers tend to evaluate vendors when delivery risk starts to show: too many bespoke client projects, rising support obligations, new assurance requests, harder-to-document pipelines or pressure to turn consultancy work into repeatable managed services. Hiring a head of delivery, moving into public-sector work, winning regulated-industry clients or handling more sensitive personal information can all create commercial intent. Outbound tends to land better when it speaks to utilisation, margin control, evidence for procurement, faster onboarding, security documentation and lower rework. Generic productivity claims are weaker than a clear link to client delivery, governance or retained revenue.
How this list is built
Data sources
This list is built from UK Companies House filings, XBRL accounts data, and semantic analysis of each company's public website. Revenue and headcount figures come from the most recent filed accounts; where the company has not filed, values are estimated using a model trained on filed history and peer benchmarks and are labelled as estimates.
Classification
Rather than relying solely on SIC codes, Firmbase classifies each company semantically: the company's website is crawled, an AI model reads what the company actually sells, and the company is placed into the relevant industry and subsectors. SIC codes are used as one signal but not the only one. This means a company that registered under a generic SIC code but pivoted into (for example) fintech is correctly identified as fintech, not as its original SIC category.
Freshness
The underlying company data is refreshed from Companies House continuously; filings appear in the list within days of submission. The curated list ordering is regenerated when the underlying data moves meaningfully (company count changes by more than 5%, a new company enters the top-ranked segment, or the filed-revenue numbers for the top firms change). You can see the last-updated timestamp near the top of the page.
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