SoVael Forensics FORENSICS

Autonomous Forensic Accounting Command Centre — Investigation, Recovery & Expert Witness

Governing question: "Where is the money?"
Readiness
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Definition of Done
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Today's Win
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Blocker
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NOW
Phase 1
Financial Data Ingestion
Ingest bank feeds, ERP ledgers, invoices, payroll, emails and unstructured documents into a normalised forensic data lake.
Timeline: Q3 2026 · £35K
ACTIVE
Phase 2
Anomaly Detection Engine
AI models flag Benford's Law deviations, duplicate payments, round-sum transactions, shell-entity linkages and off-hours activity.
Timeline: Q3–Q4 2026 · £95K
PHASE 3
Phase 3
Investigation Engine
Trace beneficial ownership, reconstruct cash trails, quantify hidden assets, and build evidence packs for solicitors and regulators.
Timeline: Q1–Q2 2027 · £120K
PHASE 4
Phase 4
Expert Witness & Recovery
Expert reports for civil/criminal proceedings; asset-recovery playbooks; insolvency and litigation support at scale.
Timeline: Q2 2027+ · Self-funded
5
Completed
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In Progress
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Ready
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Next Actions — live from kanban

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£312KY1 Revenue
£845KY2 Revenue
£2.18MY3 Revenue
14moBreakeven

Next Steps — What's Happening Now

UK forensic accounting market research completed
5 research documents covering market size, fraud cost, regulation, competition and AI trends.
DONE
Forensics command centre page built
/tmp/forensics_centre.html created; matches finance template pattern with amber accent.
DONE
Deploy forensics.sovael.ai route and page
Add nginx rewrite, Traefik route, rebuild sovael-ai container and verify live.
IN PROGRESS
Design forensic data-ingestion schema
Define normalised ledger, bank-statement and document formats for anomaly detection.
NEXT
Select pilot insolvency/litigation partner
Approach 2-3 smaller insolvency practices or boutique law firms for co-development pilot.
NEXT
Build anomaly-detection MVP
Implement Benford's Law, duplicate-payee, round-sum and velocity heuristics on sample data.
PENDING
Engage forensic-accounting QA counsel
Validate expert-report standards and Civil Procedure Rules Part 35 compliance.
BLOCKED

Completed Research — click to expand

UK Forensic Accounting Market Size & Growth
UK forensic accounting market estimated at USD 884.44 million in 2024, projected CAGR ~6.3%, reaching c. GBP 900M-1.1B by 2030. Drivers: financial crime surge, regulatory scrutiny, litigation and insolvency work.

Market Size

The UK represented c. USD 884.44 million of the European forensic accounting market in 2024. At ~0.79 GBP/USD and 6.3% CAGR, the addressable UK market is roughly GBP 700M today and likely crosses GBP 1 billion by 2030.

Growth Drivers

Rise in financial crime, increased FCA/PRA regulatory scrutiny, litigation funding expansion, and insolvency-driven asset tracing. SMEs are increasingly targeted but under-served by high-cost Big 4 forensic practices.

SoVael Angle

Mid-market whitespace: automated ingestion + anomaly detection at a fraction of Big 4 hourly rates. Target £312K Y1 by winning 6-8 SME insolvency referrals and 2-3 litigation-support engagements.

Source: Cognitive Market Research Europe Forensic Accounting Report; Market Research Future UK Forensic Accounting Market 2035.
👁 View source document⬇ Download
Cost of Fraud to UK Businesses
Action Fraud reported £2.3 billion total reported fraud losses in 2024 across 318,848 reports, up 6% year-on-year. UK Finance members reported over £1.1 billion stolen through payment fraud in 2024. Average fraud cost to medium/large businesses c. £4,890 in last 12 months.

Action Fraud 2024

318,848 fraud reports with total losses of £2,255,491,192 — a 6% increase from £2.115 billion in 2023. Volume of reports fell slightly, suggesting fewer but higher-value or better-reported incidents.

UK Finance Annual Fraud Report 2025

Payment fraud losses across UK Finance members exceeded £1.1 billion in 2024, covering APP scams, card fraud and remote banking fraud. Reimbursement rules under PSR are tightening, increasing demand for provenance tracing.

Economic Crime Survey 2024

Medium and large businesses reported an average fraud cost of £4,890 in the last 12 months (direct loss only). When investigation, remediation and reputational damage are included, true cost is far higher.

Source: RSM UK FOI request to Action Fraud (Apr 2025); UK Finance Annual Fraud Report 2025; Home Office Economic Crime Survey 2024.
👁 View source document⬇ Download
UK Fraud Prosecution Landscape — KPMG Fraud Barometer 2024
KPMG Fraud Barometer 2024: 236 high-value fraud cases (£100k+) heard in UK Crown Courts with total alleged value of £453.2 million. Cases up marginally from 226 in 2023; money-laundering component rising sharply.

High-Value Cases

236 cases in 2024 vs 226 in 2023. Total value £453.2 million. Five cases exceeded £50 million, driving the headline value. High-value money-laundering cases heard at Crown Courts rose nearly fourfold in H1 2024.

Prosecution Bottleneck

CPS and SFO resource constraints mean only a fraction of reported fraud reaches court. Forensic accountants play a critical role in building court-ready evidence packs before charges are laid.

SoVael Angle

Automated evidence-pack generation (chronology, transaction flow, source-document hyperlinks) reduces solicitor/forensic accountant prep time by 60-70%, improving case economics.

Source: KPMG Fraud Barometer 2024 (published May 2025).
👁 View source document⬇ Download
Regulatory Landscape — FCA, SFO, NCA & Insolvency Service
UK forensic accounting intersects FCA (market abuse, AML, unauthorised business), SFO (serious fraud / bribery), NCA (economic crime intelligence), Insolvency Service (director disqualification, Bounce Back Loan abuse) and HMRC (tax fraud).

FCA

Forensic accountants support FCA enforced disclosures, Skilled Person (s.166) reviews, AML/CTF failings and market-abuse investigations. FCA fines exceeded £163 million in 2024.

SFO & NCA

SFO focuses on overseas bribery, serious fraud and corruption. NCA coordinates intelligence on economic crime and money laundering. Both rely on forensic accountants for financial evidence.

Insolvency Service

Post-COVID disqualification surge: 1,036 directors disqualified in 2024-25, of which 736 were for Covid loan abuse. Average ban length was 8 years. Forensic work tracks misfeasance, preferences and wrongful trading.

SoVael Angle

Build regulator-specific report templates (s.166, D&O disqualification, HMRC COP9) to accelerate engagement and reduce compliance/legal review cycles.

Source: FCA, SFO, NCA and Insolvency Service publications 2024-25.
👁 View source document⬇ Download
Competitive Landscape — Big 4 vs Boutique Forensic Firms
Big 4 (Deloitte, PwC, EY, KPMG) dominate high-value litigation and regulatory forensic work. Boutique players include Alvarez & Marsal, Kroll, FRP, BDO, Grant Thornton, MDD and Integrum Forensic. Gap exists for AI-native, mid-market automated investigations.

Big 4

Own premium mandates: SFO investigations, international arbitration, large insolvencies and FCA Skilled Person reviews. Hourly partner rates can exceed £800/hr; senior manager rates £300-500/hr.

Boutiques

Alvarez & Marsal, Kroll, FRP Advisory, BDO, Grant Thornton, MDD Forensic Accountants and UK specialists like Integrum Forensic compete on sector expertise, speed and price. Typical rates £150-350/hr.

White Space

No AI-agent-native forensic accounting platform serving SMEs and smaller insolvency practices. Existing tools are point solutions (e-discovery, data analytics) rather than end-to-end investigation engines.

Source: Consultancy.uk forensic & litigation rankings; Chambers forensic accounting; Companies House/LEI data.
👁 View source document⬇ Download
AI in Forensic Accounting — Emerging Trends
60% of forensic accounting firms already use AI-powered tools for fraud investigation. Machine learning is applied to pattern recognition, anomaly detection, transaction clustering, document review and beneficial-ownership network analysis.

Current Adoption

Valid8 Financial and similar vendors report ~60% of forensic accounting companies already deploy AI for investigations. Use cases: bank-statement normalisation, duplicate detection, entity resolution and narrative generation.

Emerging Techniques

Large language models for document summarisation, email/thread analysis, witness-statement drafting and expert-report generation. Graph neural networks for tracing layered transactions and identifying shell companies.

SoVael Position

Combine anomaly detection, document ingestion, network analysis and report generation into a single autonomous pipeline. Target 50% cost reduction vs traditional forensic preparation.

Source: Valid8 Financial white paper "The Impact of AI on Fraud Investigations" (2025); SSRN forensic accounting AI survey.
👁 View source document⬇ Download
Forensic Accounting Pricing & Revenue Model
UK forensic accounting fees range from £150-350/hr at boutiques to £300-800+/hr at Big 4. Fixed-fee investigations typically start at £5K-£15K for SME/asset-tracing matters; larger litigation support runs £50K-£500K+.

Hourly Benchmarks

Boutique forensic accountants: £150-250/hr (junior), £250-350/hr (partner). Big 4: £400-600/hr (manager), £700-900+/hr (partner). Rates vary by case complexity and urgency.

Fixed-Fee Packages

SME fraud review / director dispute: £5K-£15K. Asset tracing / divorce / small insolvency: £15K-£50K. Complex litigation support / regulatory probe: £50K-£500K+.

SoVael Revenue Model

Y1: £312K from 6 fixed-fee engagements (£15K avg), 12 data-health/injestion audits (£5K avg), and 2 litigation-support projects (£50K). Y2 scales to £845K via partner referrals and recurring AML/anomaly monitoring. Y3: £2.18M with software licensing to 20+ insolvency practices.

Source: Market research across UK forensic practices, Consultancy.uk rankings, Big 4 public rate cards.
👁 View source document⬇ Download

In Progress

Forensic Data Ingestion Pipeline Design
Canonical schemas for bank statements, general ledgers, invoices, payroll, emails and unstructured documents.
Anomaly Detection Feature Spec
Benford's Law, duplicate payees, round-sum outliers, velocity spikes and off-hours transactions.
Regulatory Report Templates
s.166, director disqualification, HMRC COP9 and CPR Part 35 expert report formats.
Pilot Partner Outreach
Shortlist 3 insolvency practices / boutiques for co-development and first paid pilot.

Ready — Requires Human Decision

Decision: Forensic Brand and Entity Structure
Decide whether Forensics sits under SoVael AI Ltd or a separate FCA-regulated entity.
Decision: Pricing and Packaging
Pick fixed-fee SKUs vs hourly blended model and target partner revenue share.
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