Book Your Free Forensic AI Workshop
AI FOR FORENSIC AUDIT

Surface the Anomaly Before the Investigation Starts

On-premise AI for forensic audit teams. Digitize the evidence, search every document, and flag the fraud patterns manual review misses across ledgers, contracts, and communications.

See the Stack →
Full-Population
Every transaction tested, not a sample
Graph + Docs
Network analysis across structured and unstructured evidence
On-Prem
Evidence never leaves your infrastructure
Weeks
From pilot to a live engagement

Digitize, Search, Detect, Report. Configured for Investigation.

One stack across the forensic workflow: turn evidence into structured data, make it searchable, run full-population and network analysis over it, and produce findings that hold up under scrutiny.

[01]

Evidence Digitization & Communications Capture

Turn ledgers, invoices, contracts, and call recordings into a single structured, timestamped evidence set, the entry point for any investigation.

  • OCR extraction from scanned ledgers, vouchers, contracts, and correspondence in any format
  • Transcription and structuring of call recordings, emails, and chat exports
  • Every item logged with source, timestamp, and hash for chain-of-custody integrity
  • Deployed on-premise, so no evidence is sent to external servers or third-party APIs
Structured Evidence Chain of Custody Multi-Format
Forensic Partners Investigation Teams Internal Audit
[02]

Investigative Document Search

Ask questions of the entire evidence set in natural language and get source-linked answers in seconds instead of days of manual review.

  • Semantic search across ledgers, contracts, board minutes, emails, and chat logs at once
  • Natural-language queries such as "payments to entities registered after the contract date"
  • Every result linked back to the exact source document and line
  • Works across languages and mixed-quality scans
Source-Linked Natural Language Multilingual
Fraud Investigation Litigation Support Due Diligence
[03]

Anomaly & Fraud-Pattern Detection

Run full-population testing across every transaction, not a sample, and surface the entries that warrant a closer look, ranked by risk.

  • Full-population journal-entry and transaction testing (aligned to SA 240 / PCAOB AS 2401)
  • Benford's-law, round-dollar, duplicate, split-payment, and off-hours pattern detection
  • Contract-term and pricing outliers flagged against the wider population
  • Communications red flags: pressure language, side-agreement references, concealment terms
100% Coverage Risk-Ranked Explainable
Forensic Audit FWA / Compliance Grant & Fund Audit
[04]

Related-Party & Network Analysis

Map the relationships between entities, directors, addresses, and bank accounts to expose undisclosed connections, shell entities, and circular money flows.

  • Graph analysis linking vendors, customers, employees, directors, and beneficial owners
  • Detection of undisclosed related parties, common addresses, and shared bank accounts
  • Round-tripping and circular-transaction chains traced across the ledger
  • Findings exportable as annotated network maps for the investigation file
Entity Resolution Shell Detection Network Maps
Related-Party Audit AML / Sanctions Procurement Fraud

The Patterns Manual Sampling Walks Past

Forensic red flags rarely sit in one place. Livo runs these checks across the full population of transactions, contracts, and communications in a single pass.

Undisclosed Related Parties

Vendors, customers, or consultants connected to employees or directors through shared addresses, phone numbers, bank accounts, or ownership, none of it declared in the register.

Round-Tripping & Circular Flows

Money that leaves and returns through a chain of intermediaries, inflating revenue or moving funds off-book. Traced as a transaction chain across the ledger.

Ghost & Duplicate Vendors

Vendor-master entries with no operating footprint, near-duplicate names or bank details, or records created just before a large payment run.

Duplicate & Split Payments

Identical or near-identical invoices paid more than once, and payments split to stay under an approval threshold.

Off-Period & Backdated Entries

Journal entries posted at unusual hours, on weekends, by unexpected users, or dated into a closed period: classic override indicators.

Contract-Term & Pricing Outliers

Clauses, rates, or margins that deviate sharply from comparable contracts: unusual advances, waived penalties, or single-source awards.

Communications Red Flags

Pressure language, references to side agreements, requests to move a discussion off-channel, or concealment terms across email and chat.

Journal-Entry Overrides

Manual top-side adjustments, entries to rarely used accounts, and postings that bypass the normal sub-ledger route.

Livo is engaged by audit and advisory firms and by corporate internal-audit and compliance teams. Engagements run under NDA and we do not disclose client names or matters. The illustrative capability figures on this page describe how the system works, not a specific client result.

Three Steps. Zero Risk. Full Chain of Custody.

We start with two completely free steps. Every engagement is under NDA and deployable fully on-premise before you commit a rupee or a dollar.

01

Free Forensic AI Workshop

A focused session with your forensic partners, investigators, or internal-audit leads to map where AI compresses the work, whether evidence review, full-population testing, or network analysis, on the kinds of matters you actually run.

100% Free
02

Free AI Roadmap

A prioritized implementation plan with effort estimates, scoped to your evidence volumes, data sources, and case-management tools. Yours to keep with no obligation.

100% Free
03

Pilot on a Live Matter

We build a working pilot on a real engagement's data, deployed inside your infrastructure, with full audit logging. You see the findings before you commit beyond the pilot scope.

Your Decision

Ready to See What AI Surfaces on Your Matters?

Book your free workshop. Bring a forensic partner, an investigation lead, or your data team. We'll map exactly where AI creates the most leverage on your engagements.

Built So the Findings Hold Up

A forensic tool is only useful if its output survives challenge. Every system we deploy is designed around evidence integrity, explainability, and the investigator's independence.

On-Premise & Air-Gap Capable

Deployed inside your data center or a private, isolated environment. Ledgers, contracts, and communications never touch a cloud service or third-party API.

Immutable Audit Trail

Every document ingested, every query run, every flag raised is logged with timestamp, user, and source hash: a complete, reproducible record for the investigation file.

Explainable, Source-Linked Output

Each flag states why it fired and links to the underlying records. No black-box scores. Findings can be walked through line by line with a regulator, board, or court.

Investigator in the Loop

The system surfaces and ranks; it does not conclude. Every finding is reviewed and dispositioned by your team. The tool assists the investigation, it does not form the opinion.

Matter Segregation

Role-based access with strict separation between engagements. Data and models for one matter are never visible to a team working another.

DPDP 2025 & GDPR Compliant

Personal data handled in line with India's Digital Personal Data Protection Rules (2025) and the GDPR, with data residency configurable to the jurisdiction of the matter.

NDA from Day One

Every engagement begins under a mutual NDA before any data is shared or any system is accessed. Confidentiality is a precondition, not an afterthought.

Works With Your Stack

Connectors for existing case-management, e-discovery, DMS, and ERP systems. The AI layer sits on top of what you already run.

Forensic AI Expertise Without the Enterprise Price Tag

Generic analytics tools don't understand fraud typologies. E-discovery platforms don't do full-population financial testing or network analysis. We sit at the intersection, on your infrastructure.

Aspect
Generic Analytics / E-Discovery Tools
Livo Assistant for Forensic Audit
Domain Knowledge
Generic pattern search
Configured around fraud typologies and audit standards
Scope of Testing
Keyword search or sampling
Full-population transaction testing
Structured + Unstructured
One or the other
Ledgers and communications analyzed together
Network Analysis
Add-on or absent
Related-party and shell-entity graph built in
Deployment
Vendor cloud
On-premise / air-gap by default
Discovery / Workshop
Paid consulting
Free
Pilot to Live Matter
Months
4–6 weeks

Start with zero risk. Get a forensic AI roadmap specific to the matters you run before committing a rupee or a dollar.

Questions Forensic Leaders Ask Us

What audit and investigation teams want to know before bringing AI into an engagement.

No. The system digitizes evidence, makes it searchable, and surfaces and ranks anomalies across the full population. Every flag is reviewed and dispositioned by your team. It compresses the review work and widens coverage; it does not form conclusions or opinions.

Yes. Livo runs full-population testing over structured transaction data and semantic analysis over unstructured evidence such as emails, chat exports, contracts, and board minutes in the same engagement, so a ledger anomaly can be tied to the correspondence around it.

Every item is logged on ingestion with its source, timestamp, and a content hash. Every query and every flag is recorded with the user and time. The result is a complete, reproducible audit trail you can attach to the investigation file.

Findings are explainable and source-linked: each flag states the rule or pattern that triggered it and points to the underlying records. There are no black-box risk scores you can't defend. A reviewer can walk any finding back to source line by line.

Yes. The standard deployment is inside your infrastructure or a private, isolated environment. No evidence is sent to external servers or third-party APIs. Data residency is configurable to the jurisdiction of the matter.

Typically 4–6 weeks. The AI configuration is quick once the data pipeline is clear; the longest step is usually securing access to the evidence and connecting to your case-management or ERP systems.

Yes. Livo is engaged by audit and advisory firms and by corporate internal-audit and compliance teams. All engagements are under NDA and we do not disclose client names or the matters involved.

We bring McKinsey-grade strategy with senior AI engineering execution

Soumya Sharma - Co-Founder

Soumya Sharma

Co-Founder

Ex-McKinsey
IIM-Ahmedabad
IIT-Delhi, Computer Science

Kangana Pandiya - Co-Founder

Kangana Pandiya

Co-Founder

Ex-McKinsey
IIM-Ahmedabad

Let's Map Your Forensic AI Opportunity

Book a 30-minute discovery call. We'll identify the highest-leverage use case on your engagements, whether evidence review, full-population testing, or network analysis, and map a clear implementation path.