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Angel House, 225 Marsh Wall, London, E14 9FW, United Kingdom

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AI Integration for Regulated Industries

We make your organisation
AI-ready

Trovix embeds artificial intelligence and machine learning directly into your existing workflows, infrastructure and processes — built for law firms, insurers, financial services and accountancy firms operating under UK regulation.

TROVIXAI ENGINELAW FIRMSDocument AIINSURANCEClaims AIFINANCERisk AIWORKFLOWAutomationML MODELSPredictionsACCOUNTANCYAudit AI
Machine Learning and Predictions

Turn your data into
decisions

We build ML models that predict risk, detect fraud, score credit and flag anomalies — integrated directly into your existing systems. Real-time intelligence, not spreadsheets.

ML PREDICTIONRisk score: 94.2Fraud prob: 0.03Confidence: 97%DATA INPUTSMarket feedsClient historyRisk signalsRegulatory dataREAL-TIME ML PREDICTIONS
Document and Process Automation

Documents processed.
Automatically.

Contracts, slips, policy documents, claims — extracted, structured and routed without manual intervention. We integrate document AI into your current systems, not alongside them.

CONTRACTPOLICYAI EXTRACTEDPARTY:Aviva PlcVALUE:4,200,000EXPIRY:30 Jun 2027TYPE:Marine cargoAccuracy: 99.1% confirmed
What We Do

We integrate AI and ML into your organisation

Trovix is not a software vendor and not a consultancy. We are an AI integration partner — we take your existing systems, workflows and data and make them intelligent. We build, deploy and maintain AI and machine learning capabilities inside your organisation, designed for regulated industries where explainability, governance and compliance are non-negotiable.

We work with law firms, insurers, financial services firms and accountancy practices across the UK. Our engineers become part of your team, understand your processes, and deliver AI that actually works in production — not just in demos.

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75%
of UK financial services firms already use AI — but most have not integrated it into core workflows
£4.2B
estimated annual productivity gain for UK law firms from AI integration by 2027
94%
of UK insurers cite data quality and AI integration as their biggest operational challenge
6 wks
average time to first production AI deployment with Trovix — not months

✓ What Trovix does

Integrates AI into your existing systems and workflows
Builds custom ML models trained on your own data
Automates document processing, data extraction and routing
Deploys agentic AI that monitors and acts on your workflows
Builds AI governance and audit trails for FCA, SRA and PRA compliance
Works inside your cloud, your data boundaries, your access controls

✗ What Trovix does not do

Sell you off-the-shelf AI software that sits alongside your processes
Run workshops and deliver slide decks with no implementation
Build AI that requires you to change your entire infrastructure
Send your data to third-party AI platforms without your consent
Deploy AI and disappear — we maintain and improve what we build
Offer generic AI products that weren't built for regulated industries
Our Products

AI products for your business

Six software products built for legal, insurance, financial services and accountancy firms.

Knowledge Assistant

Trovix Aria©

Citation-grounded AI knowledge assistant for fee-earners, advisors and underwriters.

Open product →
Document Intelligence

Trovix Sift©

Document intelligence for slips, contracts, claims correspondence and KYC packs — at production scale.

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Intake Automation

Trovix Brief©

End-to-end matter, deal and policy intake — KYC, conflicts, screening and engagement, in one pipeline.

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Regulatory Intelligence

Trovix Watch©

Regulatory horizon scanning across the FCA, PRA, SRA, ICO, EU Commission and 40 more regulators.

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Client-Facing AI

Trovix Reach©

The client-facing AI assistant that stays in scope, hands off cleanly and gives your firm answers — not generic chatbot answers.

Open product →
AI Governance

Trovix Audit©

The evaluation harness, governance dashboard and audit-evidence pack for every AI system in your firm.

Open product →

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AI Integration Services

Six ways we make your firm AI-ready

From ML model development to agentic automation — we integrate AI at every layer of your organisation, built for regulated industries.

🧠

AI & ML Integration

We embed machine learning models, neural networks and LLMs directly into your existing systems — CRMs, case management platforms, policy systems and ERPs — without requiring you to rebuild your infrastructure.

Machine LearningLLM IntegrationNeural NetworksMLOps
Explore Integration →
📄

Document Intelligence

Unstructured documents — contracts, slips, claims forms, KYC packs, court bundles — automatically read, extracted and routed. We integrate document AI into your current DMS, not alongside it.

NLPOCR + AIData ExtractionWorkflow
Explore Document AI →
🔮

Predictive Analytics & Risk

Custom ML models trained on your historical data to predict risk, detect fraud, score credit and flag anomalies. Real-time outputs integrated into your decision systems.

Risk ScoringFraud DetectionFinancial MLReal-time
Explore Predictions →

Agentic AI & Automation

AI agents that monitor your workflows, trigger actions, process exceptions and escalate — autonomously. We build multi-agent systems that integrate with your existing infrastructure.

Agentic AIRAG PipelinesWorkflow AIAutomation
Explore Agentic AI →
🛡️

AI Governance & Compliance

Every AI system we deploy includes governance infrastructure — decision logs, bias monitoring, explainability reports and audit trails compatible with FCA, PRA, SRA and EU AI Act requirements.

FCA CompliantISO 42001Audit TrailsExplainability
Explore Governance →
🔗

AI Infrastructure & MLOps

Model training pipelines, vector databases, embedding infrastructure and MLOps platforms — deployed in your cloud (AWS, Azure, GCP) or on-premise, maintained and improved continuously.

Cloud AIVector DBMLOpsOn-premise
Explore Infrastructure →
Industries We Serve

Built for regulated industries

⚖️

Legal & Law Firms

From Magic Circle to boutique practices — we integrate AI into matter management, document review, due diligence, contract extraction and knowledge management. Built for SRA compliance and information barrier requirements.

  • Contract review and clause extraction at scale
  • AI knowledge assistants trained on your precedent library
  • Matter intake automation with KYC and conflict checks
  • Due diligence document processing across thousands of files
  • Regulatory change monitoring for SRA and FCA obligations
Learn more →
🏛️

Insurance & Lloyd's Market

Claims automation, underwriting support, slip data extraction and fraud detection — integrated into your existing policy and claims systems. GDPR and FCA Consumer Duty compliant by design.

  • Lloyd's slip data extraction and MRC processing
  • Claims triage and automated settlement for low-complexity claims
  • Underwriting risk scoring using ML models on your book data
  • Fraud detection across claims, applications and renewals
  • Regulatory reporting automation for Lloyd's and FCA returns
Learn more →
💰

Financial Services

Risk models, credit scoring, financial crime detection and regulatory reporting — ML integrated into your core banking, wealth and trading infrastructure. Built for FCA, PRA and Consumer Duty compliance.

  • Credit risk and affordability ML models in production
  • Anti-money laundering and transaction monitoring AI
  • Financial crime detection across payments and accounts
  • Consumer Duty fair outcomes monitoring and reporting
  • Automated regulatory reporting for FCA and PRA returns
Learn more →
📊

Accountancy & Professional Services

AI integrated into audit workflows, tax data processing, client reporting and financial statement analysis. Built for FRC, ICAEW and PCAOB compliance with full audit trail.

  • Audit evidence extraction and working paper automation
  • Tax data processing and HMRC submission preparation
  • Financial statement analysis and anomaly detection
  • Client portal AI for self-service financial queries
  • Practice management AI for resource and capacity planning
Learn more →
How We Work

From discovery to production in 6 weeks

We follow a structured integration process — no endless workshops, no scope creep, no big-bang deployments. We ship working AI into production fast, then improve it continuously.

01

Discovery

We map your current processes, data sources and systems. We identify the highest-value AI integration points. We define scope and success metrics together.

02

Build

Our engineers build the AI — models, pipelines, integrations and interfaces. We work in your environment using your data, within your security and compliance boundaries.

03

Deploy

We deploy to production within your cloud or on-premise infrastructure. We provide governance documentation, audit trails and training for your team.

04

Improve

We monitor model performance, retrain on new data and extend capabilities. AI is not a project — it is an ongoing programme. We stay with you.

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Updated daily

AI Intelligence

Real AI news for legal, insurance and financial services — analysed and explained daily.

Sunday 17 May 2026
4 stories
Agentic AITrovix AriaFinancial Services

AI Agents Enter Financial Services—Compliance Reality Looms

Anthropic launched AI agents for banking and insurance to automate pitch decks, statement review, and compliance escalation. UK financial services firms deploying such systems face immediate regulatory scrutiny under FCA SYSC, Consumer Duty, and emerging AI governance rules.

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AI Governance

AI hallucinations expose governance gaps at UK law firms

UK courts have uncovered fictitious AI-generated citations in legal cases, while a Law Society report identifies cybersecurity as the profes...

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Compliance

AI's Breakthrough Moment in Financial Crime Prevention

Bretton AI's $75 million Series B validates AI as essential infrastructure for AML and KYC compliance in financial services. For UK-regulate...

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Financial AI

Visa's AI Dispute Tools Signal Seismic Shift in Payment Operations

Visa's six new AI dispute tools promise to slash costs and delays in charge disputes—but UK payment firms must navigate tightening regulator...

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Researched and written daily from real news — FCA, PRA, SRA, Reuters, Law.com, Insurance Insider, RegTech Analyst.

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