What Rainbird Technologies (Rainbird.AI) does

Rainbird Technologies is a UK-based AI software company, founded in 2013 in Norwich, that builds a Decision Intelligence platform for regulated industries. Its core product combines an Extended Knowledge Graph and a goal-based Symbolic Reasoning Engine (implemented in the proprietary RBLang modelling language) with an LLM natural-language interface and a Retrieval Augmented Reasoning (RAR) layer, producing deterministic, fully auditable decisions rather than probabilistic outputs. The platform is packaged as Rainbird Studio (a no-code visual modelling environment with a "Generate from Docs" capability) and Rainbird Runtime (the inference engine), with a free Community Edition and a quote-based Enterprise subscription.

The company sells primarily into Banking & Financial Services, Tax & Audit, Insurance, Healthcare, and Law firms, with named enterprise customers including EY, BDO, DAC Beachcroft, the UK NHS, Taylor Wessing, Killik & Co, and Klick Health. Rainbird monetises through annual enterprise SaaS subscriptions, with professional services and the Rainbird Academy supporting deployment, and supplements direct enterprise sales with channel partners (Roboyo, Rialto, Qintess, Relanto) and listings on the UiPath, Blue Prism, and Microsoft Power Automate marketplaces. With 11-50 employees and disclosed funding of approximately £5 million from Gresham House Ventures (April 2019) alongside earlier Techstars and syndicate rounds, Rainbird operates as a focused, mid-stage UK private company. The company is ISO 27001 certified and positions its explainability and audit-trail capabilities as the architectural response to EU AI Act and similar regulatory requirements.

Name

Rainbird Technologies (Rainbird.AI)

Legal name

Rainbird Technologies Ltd

Website

https://rainbird.ai

Company type

Private

Founded year

2013

Operating status

Operating

Headcount range

11–50 employees

Short description

Rainbird Technologies builds a hybrid symbolic-reasoning and LLM Decision Intelligence platform that automates auditable decisions for regulated industries including banking, insurance, tax, healthcare, and law, sold via enterprise SaaS with RPA channel partnerships.

Ownership category

akta.pro rank

Product category

Decision Intelligence Software

NAICS

Software Publishers (5132), Software Publishers (513210), Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Business Rules Management Systems (BRMS) & Decision Automation (HDAEAHAE)

akta.pro secondary industries

Business Rules & Decision Management Platforms (BRMS/DMN) (HDAEAKAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Responsible AI Policy, Controls & Workflow Management (HDAAAMAG), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Model Governance, Approval Workflows & Auditability (HDAAABAJ)

Keywords

• Decision intelligence software
• AI decision automation
• Knowledge graph platform
• Symbolic reasoning engine
• Explainable AI software

Headquarters

HQ city

Norwich

HQ country

United Kingdom

HQ region

Europe

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. SaaS Platform Subscription: Rainbird operates as a SaaS platform offering both Community (free) and Enterprise versions. The Enterprise version includes full platform access, support, and advanced features under subscription licensing. The Rainbird Platform is accessed via subscription terms.
2. Enterprise Licensing: Enterprise licensing for organizations requiring full platform capabilities, advanced features, and commercial use terms. Includes professional services for initial implementation and model building.
3. Platform Services: Knowledge Engineering, Academy training, and partner zone services support the core platform revenue stream.

Pricing tiers

Go-to-market motion5 records

Distribution channels6 records

Marketing channels10 records

Core offering

Rainbird Technologies sells an AI Decision Automation platform that transforms regulations, policies and human expertise into deterministic knowledge graphs. A symbolic reasoning engine then reasons over those graphs with 100% determinism and full auditability, while LLMs act only as the natural language layer. The platform is sold primarily as a SaaS subscription to enterprises in regulated sectors (banking, insurance, tax/audit, healthcare, law), with a free Community Edition for experimentation.

Product overview

Rainbird Technologies offers the Rainbird Decision Intelligence Platform as its core unified product, combining multiple integrated modules: Rainbird Studio (visual knowledge engineering editor using RBLang), Rainbird Runtime (symbolic reasoning/inference engine), and supporting tools including Rainbird Academy (learning), Rainbird Community (free access), and Rainbird Evidence Tree (audit trail). The platform uses a hybrid architecture where knowledge graphs powered by symbolic reasoning handle deterministic decision-making while LLMs provide natural language interfaces. Key capabilities include Generate from Docs for knowledge model creation, and integrations with RPA platforms (UiPath, Blue Prism, Microsoft Power Automate) for enterprise automation deployments.

Differentiator

Problem solved

Functional benefit

Products and services

• Rainbird Decision Intelligence Platform Core enterprise AI Decision Automation platform that transforms regulations, policies and human expertise into deterministic knowledge graphs, with a symbolic reasoning engine that reasons over those graphs with full precision and auditability. Sold via annual subscription to enterprises in banking, insurance, tax, healthcare and legal.
• Rainbird Studio No-code visual interface in which subject matter experts model their expertise in knowledge maps, either visually or using RBLang. Includes 'Generate from Docs' for AI-assisted initial knowledge model creation from source documentation. Used by enterprise customers and by the free Community Edition.
• Rainbird Runtime Goal-based symbolic inference engine that executes the knowledge maps built in Studio, combining them with real-time data to solve queries via web assistants, chatbots, apps or worker applications. Provides the 100% deterministic reasoning and proof trees that differentiate Rainbird from pure LLM systems.
• Rainbird Academy Online learning platform where users learn the foundations of explainable decision intelligence, knowledge engineering methodology and platform usage. Supports certification, user education and community-led adoption.
• Rainbird Community Edition Free self-serve access to Rainbird Studio for individuals to experiment, model and build decision logic. Includes access to the Rainbird Forum and Academy, and acts as a top-of-funnel product for the paid Enterprise Platform.

Quantifiable outcome

• EY automated data-privacy checks process reduced from months to minutes
• +6 more outcomes

Named customers12 records

Segments5 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability8 records

Feature8 records

Partnerships

14 partnerships are on record, tiered core and minor.

• RoboyocoreStrategic or Co-development Partner · 20 September 2024Strategic partnership announced September 20, 2024 to revolutionize AI-powered Decision Intelligence in automation. Collaboration set to transform AI-powered decision intelligence across multiple industries, combining Roboyo's automation expertise with Rainbird's Decision Intelligence platform.
• Rialto ConsultancycoreStrategic or Co-development Partner · 22 May 2024Strategic partnership announced May 22, 2024 uniting AI-powered decision intelligence with expert-guided transformation to elevate business success. Rialto brings change management and transformation expertise.
• QintesscoreStrategic or Co-development Partner · 24 January 2024Partnership with Qintess, a global technology and digital transformation company with origins in Brazil, announced January 24, 2024. Joins forces between two industry pioneers to deliver cutting-edge AI capabilities to businesses worldwide.
• Klick HealthcoreStrategic or Co-development Partner · 4 December 2023Exclusive North American Life Sciences partnership announced December 4, 2023. Klick Guardrail, powered by Rainbird, helps pharmaceutical teams move through Medical, Legal and Regulatory (MLR) review faster with consistent, traceable, defensible claims.
• Quantellia (Dr Lorien Pratt)minorStrategic or Co-development Partner · 10 May 2023Dr Lorien Pratt, inventor of Decision Intelligence, joins as advisor through Quantellia partnership. Strategic partnership brings Decision Intelligence methodology expertise to Rainbird.
• RelantominorImplementation/ SI/ Consulting Partner · 18 April 2023Partnership with Relanto, a global consulting and professional services firm specializing in AI-driven enterprise planning and decision-making solutions.
• Microsoft Power AutomatecoreTechnology or Integration · 30 November 2022Rainbird connector available in Microsoft Power Automate Library, allowing users to set up automation flows with complex decisioning. Rainbird acts as decision orchestrator while Power Automate handles tasks across integrated services.
• Blue PrismcoreTechnology or Integration · 11 June 2020Blue Prism integrating Rainbird's intelligent decision automation platform with its RPA tools to deliver end-to-end automation at scale. Available on Blue Prism Digital Exchange. Collaborative fraud investigation solution achieves 85% automation and 60% cost reduction.
• UiPathcoreTechnology or IntegrationTechnology integration where UiPath RPA focuses on gathering data and completing linear tasks, then calls Rainbird platform for complex reasoning. Deployed at major US healthcare administrator for prior authorization processing with 95% build time reduction.
• Mobile CloudminorImplementation/ SI/ Consulting PartnerMobile Cloud partnered with Rainbird to enable DAC Beachcroft to encode expertise and automatically apply it across larger datasets for fraud detection and property claims processing.
• Norfolk and Norwich University HospitalcoreStrategic or Co-development PartnerRainbird partnered with NHS and worked with leading Occupational Health expert Dr Robert Hardman to develop COVID-19 risk assessment tool for frontline workers. Tool deployed across multiple NHS trusts.
• Royal College of Art (RCA)minorStrategic or Co-development PartnerRainbird collaborated with EY and RCA to offer students designing AI-powered banking apps to help vulnerable customers. Part of industry knowledge exchange initiative.
• University of East Anglia (UEA)minorStrategic or Co-development PartnerResearch partnership with UEA to support and empower vulnerable individuals through fairer credit decisions. Part of Moneyhack learning programme.
• DAC Beachcroft (DACB)coreStrategic or Co-development PartnerDeep partnership with DAC Beachcroft for fraud detection and insurance claims triage. DACB uses Rainbird to process unlimited claims data daily with full audit trails. Expanded beyond fraud to property claims processing.

Scale indicators11 records

Recent moves7 records

Expansion highlights5 records

Direct peers

• InRule Technology: InRule is a long-established business rules and decision automation platform that lets subject-matter experts author and execute decision logic with full explainability, serving regulated industries such as insurance, financial services, and healthcare — a near-direct comparison to Rainbird's BRMS/decision-intelligence offering.
• Sparkling Logic: Sparkling Logic's SMARTS decision management platform provides business-rules authoring, decisioning services, and explainable automation for banking, insurance, and healthcare — directly comparable to Rainbird's knowledge-graph + reasoning engine approach for regulated decisioning.

Broad incumbents

• FICO Platform: FICO provides decisioning, origination, fraud, and customer management solutions for financial services, with deep explainability and rules engines used in credit, AML, and KYC — overlapping heavily with Rainbird's banking-and-insurance use cases at much larger scale.
• Pegasystems: Pega offers Customer Decision Hub and Pega BPM with decisioning, case management, and AI-driven decisioning for regulated industries. It is a broad incumbent in the same decision-automation category Rainbird targets, although Pega serves a much wider portfolio beyond pure decisioning.
• IBM Operational Decision Manager: IBM ODM is an enterprise BRMS/DMN platform for authoring, deploying, and governing automated decisions in banking, insurance, and government. It competes in the same BRMS/decision-management category as Rainbird and is commonly used in heavily regulated environments.
• Appian: Appian is a low-code process automation platform that incorporates decision rules, AI, and process intelligence. It targets regulated industries and competes with Rainbird for decisioning and process-automation workloads, though Appian's strength is broader case-management rather than specialized deterministic reasoning.
• SAS Decision Manager: SAS Decision Manager provides business rules management and real-time decisioning capabilities for banking, insurance, and government, often paired with SAS analytics. It overlaps with Rainbird's regulated-industry decision automation use cases, although as part of SAS's larger analytics portfolio.

Emerging players

• Collibra: Collibra provides a data intelligence and governance platform with knowledge graphs and policy/decisioning capabilities for regulated enterprises. It is a partial competitor to Rainbird's knowledge-graph-driven governance and audit use cases, although Collibra's primary strength is data catalog/governance rather than real-time decisions.

Others

• UiPath: UiPath is both a strategic partner and adjacent competitor: Rainbird sits on top of UiPath RPA for complex decisioning, but UiPath's growing AI/agentic capabilities and document-understanding features increasingly compete for the same automation budget in regulated industries.
• Cognizant / Accenture Decision Automation Practices: Large IT services firms (Cognizant, Accenture, EY-Parthenon digital practices) deliver decision-automation implementations using BRMS, rules engines, and increasingly LLM-augmented platforms in regulated industries. They are not direct product competitors but compete for the same enterprise transformation spend that funds Rainbird deployments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/rainbirdai
• YouTubevimeo.com/rainbird
• LinkedInlinkedin.com/company/3301089

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds8 records

Investors9 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Rainbird Technologies (Rainbird.AI)