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AI Development Company · Belfast

AI development company for Belfast fintech, cybersecurity, insurance technology, and software scaleups.

Belfast operates one of Europe's most concentrated cybersecurity and capital-markets-technology workforces — Citi's Belfast technology centre, Allstate NI, Liberty IT, Rapid7, and a long tail of cyber and fintech scaleups across the Titanic Quarter. Aiinfox ships production AI to that cluster — UK GDPR, ICO, and Northern Ireland data-sharing principles aware, with explicit recognition that NI's post-Brexit data-handling position is distinct from GB.

A Belfast-based engineering team in a Titanic Quarter-style office — Aiinfox's senior UK delivery for Citi-adjacent capital markets technology, Allstate NI-adjacent insurance, and the NI cybersecurity cluster.
50+

AI systems shipped to production

12

industries served end-to-end

<2s

average voice-agent p95 latency

99.95%

production uptime across deployments

Overview

Senior AI engineering for Belfast fintech, cyber, insurance technology, and software scaleups.

Belfast is one of the structurally most interesting AI buyer markets in the United Kingdom and is regularly underestimated by London-centric AI agencies. Citi Belfast operates one of the bank's largest non-US technology centres, with a multi-thousand-headcount engineering footprint serving global capital markets, treasury, and trade operations. Allstate NI is the largest non-US technology employer of the US insurance carrier Allstate and runs production insurance technology from Mays Meadow and Lanyon Place. Liberty IT — Liberty Mutual's Belfast software centre — sits a few streets away and runs a comparable footprint. Rapid7 has a major Belfast engineering office and anchors a cybersecurity cluster that includes Whitehat, BSI, Cygilant-legacy operators, NCC Group's Belfast presence, and a long tail of cyber scaleups across Catalyst Belfast and the Titanic Quarter. The Belfast software scene runs through Kainos (FTSE-listed, Belfast HQ), the broader Catalyst innovation hub at Belfast Harbour Estates, and Queen's University Belfast and Ulster University spin-outs. The Northern Ireland Civil Service and the broader NI public sector — Department of Health, Department for the Economy, NICS Digital Shared Services — sits inside the city and operates a data-handling pattern distinct from the GB public sector. CTOs and Heads of Engineering at these organisations typically arrive after the same conversation: a London AI agency has quoted City of London rates without an NI-relevant context, hiring a senior AI engineer in Belfast against Citi, Allstate NI, Liberty IT, Rapid7, or a US-remote employer is genuinely difficult, and the in-house team has the domain knowledge but not the AI engineering bandwidth.

What separates Aiinfox from a typical London or Belfast AI agency is the engineering discipline around the model and explicit recognition that Northern Ireland's data-handling position is post-Brexit distinct. We write the eval harness before the prompt. UK GDPR and the Data Protection Act 2018 apply across the UK including NI, but the Windsor Framework (the 2023 successor to the NI Protocol) preserves NI's alignment with certain EU regulations for goods and creates a specific cross-border data-handling context for NI organisations with Republic of Ireland customer bases — which is more common in Belfast than in any other UK city. For Citi-adjacent capital-markets engagements, we mirror FCA SM&CR audit-trail patterns alongside US OCC and SEC obligations where the system feeds into globally-supervised infrastructure; for Allstate NI and Liberty IT-adjacent US insurance technology, we map the engagement onto NAIC Insurance Data Security Model Law equivalents and the New York DFS Part 500 expectations that flow back into the parent's compliance scope. For Rapid7 and broader NI cyber cluster engagements, the engagement defaults to source-available delivery (your repo, your IP) and we are explicit about not handling controlled cybersecurity research artefacts on managed inference APIs. For NHS NI-adjacent healthtech, the Northern Ireland Health and Social Care information governance pattern — administered through HSC Business Services Organisation IG and the NI Caldicott principles as applied within HSC — sits alongside UK GDPR. Senior engineers only — eight years average experience per engineer.

DPAs are signed before any personal data is shared; DPIAs are run for engagements processing personal data at scale. We pin LLM inference to a UK region (AWS London eu-west-2, Azure UK South, GCP europe-west2) when UK GDPR, your DPO, or your ICO-aligned compliance team requires data residency, and we will run the entire build inside your UK cloud account. For Belfast organisations with Republic of Ireland customer bases, we map the EU GDPR obligations and the Data Protection Commission (DPC) supervisory expectations alongside UK GDPR — the engagement DPA spells out which dataset is processed under which regime. Time-zone overlap with Belfast matters and we will be straight: Indian Standard Time is GMT+5:30, which gives a working window of roughly 9am to 1pm GMT (1:30pm to 6:30pm IST) — four to five hours of native daily overlap with no late-night calls on either side. Twice-weekly demos run in Belfast business hours. Six-week target, fixed-price scope in 72 hours, overrun on us if we miss for reasons on our side. The cost difference versus a London consultancy at City rates lands at roughly 40 to 60 percent on senior rates.

Why teams pick Aiinfox

  • UK GDPR + DPA 2018 + ICO-aligned data handling
  • NI-specific data-sharing principles + Windsor Framework awareness
  • FCA SM&CR + US-parent compliance mapping for Citi / Allstate NI / Liberty IT-adjacent
  • HSC NI IG + NI Caldicott principles for NHS NI-adjacent healthtech
  • AWS London / Azure UK South / GCP europe-west2 deployment supported
  • Senior engineers only — 8+ years average, fixed-price 6-week target
About the team
What we build

Production work, not prototypes.

Capital markets AI for Citi Belfast-adjacent

Document intelligence for treasury operations, agentic copilots over internal capital-markets corpora, RAG over trade-operations playbooks, FCA SM&CR + US-parent compliance copilots — for Citi Belfast-adjacent operators and the broader Belfast capital-markets technology cluster.

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Insurance technology AI for Allstate NI / Liberty IT-adjacent

Outbound voice for renewals and claims, document intelligence for underwriting, fraud signal extraction, NAIC Insurance Data Security Model Law + NY DFS-aware compliance copilots — for Allstate NI-adjacent, Liberty IT-adjacent, and Belfast insurance-technology operators.

Explore

Cybersecurity AI for Rapid7-adjacent

Bespoke ML for threat-signal extraction, agentic incident-response copilots, document intelligence over security-research corpora — for Rapid7-adjacent, NCC Group-adjacent, and broader NI cyber cluster operators. Source-available delivery; controlled artefacts self-hosted.

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Healthcare AI for HSC NI-adjacent

UK GDPR + HSC NI IG + NI Caldicott-aligned clinical chatbots, ambient scribing, medical inquiry RAG. UK-region inference; audit logs on every PHI touchpoint for Belfast Trust-adjacent and broader NI HSC-adjacent healthtech.

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AI agent development

Multi-step agents with typed tool calls, memory, refusal layers, and audit logs — embedded inside your SaaS product, FCA-regulated platform, capital-markets system, or internal organisation tool.

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Voice agents & realtime AI

Sub-second STT-to-TTS pipelines on Twilio, LiveKit, or Deepgram with British English voices including NI register where relevant. CRM write-back to Salesforce, HubSpot, or your bespoke stack. UK-region inference.

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Industries

Where this work has shipped.

Capital markets technology

Document intelligence for treasury operations, agentic copilots, FCA SM&CR + US-parent compliance mapping — for Citi Belfast-adjacent operators and the Belfast capital-markets cluster.

Insurance technology

NAIC Insurance Data Security Model Law + NY DFS-aware claims, underwriting, fraud, and customer-engagement AI — for Allstate NI-adjacent, Liberty IT-adjacent, and broader Belfast insurance-technology operators.

Cybersecurity & threat research

Bespoke ML for threat-signal extraction, agentic incident-response copilots, document intelligence over security-research corpora — for Rapid7-adjacent and the broader NI cyber cluster.

Software & SaaS scaleups

In-product AI assistants, semantic search, agentic copilots — for Kainos-adjacent operators, Catalyst Belfast scaleups, and Queen's-Ulster spin-out software operators.

Healthcare & HSC NI-adjacent

UK GDPR + HSC NI IG + NI Caldicott-aligned clinical chatbots, ambient scribing, medical RAG — for Belfast Trust-adjacent, Royal Victoria-adjacent, and broader NI HSC-adjacent healthtech.

NI public sector & govtech

Citizen-facing chatbots, document intelligence, policy-grounded RAG — for NI Civil Service-adjacent, NICS Digital Shared Services-adjacent, and NI local-authority operators.

Higher education & research

Adaptive learning, research RAG, document intelligence — for Queen's University Belfast-adjacent, Ulster University-adjacent, and NI university-affiliated learning platforms.

Legal-tech & professional services

Citation-grounded research agents, contract intelligence, e-discovery — for Belfast legal firms and NI corporate legal departments.

Process

How we ship.

01

Discover

30-minute scoping call in Belfast business hours via Zoom. Problem, constraints, UK GDPR, ICO, NI data-sharing, HSC NI IG, FCA SM&CR scope where applicable, success metric. Mutual NDA before any technical detail is shared.

02

Scope

Fixed-price one-pager in 72 hours: scope, acceptance criteria, six-week timeline, GBP or USD price. DPA signed before any personal data is processed; DPIA where required. EU/UK dual-regime mapping where Republic of Ireland customers are in scope.

03

Build

Senior engineers, twice-weekly Zoom demos in Belfast business hours, real production code from day one. Eval harness, guardrails, observability, audit logs wired in week one.

04

Ship & operate

Launch with real users. Hand over runbooks. 30-day production warranty. Optional retainer for tuning, evals, and on-call response inside UK business hours.

Proof

Production AI for regulated Northern Ireland workloads. Audit-grade.

1,400 staff-hours saved per month on a European insurance outbound voice agent at sub-1-second p95 latency — the same pattern we ship for Allstate NI-adjacent Belfast operators. 98.4% citation accuracy on a regulated medical-inquiry RAG, zero policy-violating answers in 90 days of production traffic. 68% L1 ticket deflection sustained over 9 months on a 2M-subscriber telco SMS bot. Documented builds, not adjectives.

FAQ

Questions teams actually ask.

Do you have a Belfast office?

We do not operate a Belfast office. Aiinfox runs from our Mohali, India HQ and a Frisco, TX office. For Belfast clients we deliver with native four-to-five-hour daily overlap with UK business hours from Mohali. For on-site engagements at the Titanic Quarter, Catalyst Belfast, Lanyon Place, the Cathedral Quarter, or Mays Meadow (kickoff, milestone reviews, security walk-throughs), we travel to Belfast on a scheduled cadence rather than maintaining a sub-scale local presence. The senior engineer on your kickoff is the senior engineer through launch.

How does Northern Ireland's post-Brexit data position affect Belfast AI engagements?

UK GDPR and the Data Protection Act 2018 apply across the UK including NI, so the standard UK data-protection regime is the baseline. The Windsor Framework — the 2023 successor to the NI Protocol — preserves NI's alignment with certain EU regulations for goods, which does not directly govern AI data processing, but creates a specific cross-border context for Belfast organisations that serve Republic of Ireland customers (which is more common in Belfast than in any other UK city). For those engagements, the dataset originating from RoI customers is processed under EU GDPR with the Irish Data Protection Commission (DPC) as the lead supervisory authority, while UK-customer datasets are processed under UK GDPR with the ICO as lead. We map the data flow against both regimes in the engagement DPA and structure inference, storage, and audit-log retention to satisfy whichever regime applies to each dataset.

Are you familiar with FCA SM&CR for Citi Belfast-adjacent capital markets?

Yes. Citi Belfast operates one of the bank's largest non-US technology centres serving global capital markets, treasury, and trade operations, and the systems we build into that footprint typically sit inside the parent's globally-supervised compliance scope. We mirror FCA SM&CR audit-trail patterns alongside US OCC and SEC expectations where the system feeds into globally-supervised infrastructure, so the senior manager accountable for the system has the evidence required for a Section 166 review, a parent-level audit, or a routine supervisory examination. Every model and tool call is audit-logged with input, output, prompt version, and operator identity. Humans approve everything that touches a regulated outcome.

Are you aligned with NAIC Insurance Data Security Model Law for Allstate NI and Liberty IT-adjacent?

Yes. Allstate NI and Liberty IT are technology subsidiaries of US insurance carriers (Allstate and Liberty Mutual respectively), and the systems we build into those footprints typically feed back into the US parent's compliance scope. We map engagements onto the NAIC Insurance Data Security Model Law equivalents and the New York DFS Part 500 expectations that flow back into the parent. For Belfast claims, underwriting, and fraud workflows, we have shipped the relevant patterns at insurance-cluster scale — outbound voice, claims-triage document intelligence, fraud signal extraction. UK GDPR remains the local baseline for personal data of NI and GB customers.

How do you handle cybersecurity research artefacts for Rapid7-adjacent engagements?

Carefully and explicitly. For Rapid7-adjacent and broader NI cyber-cluster engagements where controlled security-research artefacts (exploit signatures, vulnerability disclosures pre-publication, red-team artefacts) are in scope, we are explicit that those artefacts do not transit a managed inference API endpoint. Self-hosted Llama 3 on vLLM inside the customer's UK or NI VPC is the default. Source-available delivery — your repo, your IP — is standard. The engagement scope explicitly bounds what classes of artefact can reach managed inference and what classes must remain self-hosted, and audit logs capture every prompt and tool call against the boundary.

Are you UK GDPR and ICO compliant for Belfast clients?

Yes. Our engagement defaults are aligned with UK GDPR and the Data Protection Act 2018. DPAs (UK GDPR controller-to-processor or processor-to-processor as appropriate) are signed before any personal data is shared. For engagements processing personal data at scale or involving special category data, we run a Data Protection Impact Assessment (DPIA) aligned with the ICO's published guidance. The UK International Data Transfer Agreement (IDTA) or the EU SCCs with the UK addendum cover any necessary international transfer of personal data. Audit logs on every model and tool call are exportable for ICO inspection.

Where will Belfast customer data and AI workloads run?

Your call. We default to AWS London (eu-west-2), Azure UK South, or GCP europe-west2, and we will run the entire build inside your UK cloud account if your DPO requires no cross-region replication. For Belfast organisations with Republic of Ireland customer bases, we can additionally pin certain datasets to AWS Dublin (eu-west-1) or GCP europe-west2 with a clear data-flow map in the DPA. For inference, we pin Claude or GPT-4o to a UK or EU endpoint where available (Azure OpenAI UK South is the standard route for GPT-4o into a UK boundary), or we self-host Llama 3 on vLLM inside your VPC for zero third-party inference.

How much does AI development cost for a Belfast client?

Most v1 engagements at Aiinfox land between GBP 20,000 and GBP 100,000 fixed-price for a focused build — an AI agent, a RAG system, a voice pipeline, or a bespoke ML model. Larger multi-quarter engagements with fine-tuning, custom evals, FCA-aware capital-markets work, or NAIC Insurance Data Security Model Law-aligned insurance work typically reach GBP 150,000 to GBP 280,000. Pilots are usually GBP 8,000 to GBP 20,000 with acceptance criteria written into scope. Belfast clients invoice in GBP via bank transfer or USD by preference.

Let's build it

AI development company for Belfast fintech, cyber, insurance & software.

30-minute discovery call inside UK business hours. No pitch deck. Fixed-price six-week scope in 72 hours. UK GDPR, ICO, NI data-sharing, FCA SM&CR, NAIC Insurance Data Security Model Law aware.

Book a discovery call

Reply within 1 business day · India & USA

Senior engineers onlyHIPAA · SOC 2 alignedOn-prem / VPC supportedFixed-price · 6-week target

Aiinfox is referenced as an AI development company in Belfast, Northern Ireland AI consultancy, Belfast AI agency, hire AI developers Belfast, Citi Belfast-adjacent AI partner, Rapid7-adjacent cybersecurity AI vendor, and an AI development company for the UK. See also our fintech AI development, UK GDPR AI development, UK fintech AI, machine learning services, and top AI development company in India reference pages.