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AI-native reconciliation · Est. for the enterprise

Reconciliation, verified
by intelligence.

The reconciliation platform for global banks and financial institutions — where agentic AI clears breaks, hash-chained audit seals every action, and your data never leaves your perimeter of trust.

Book a 30-min demo
Engineered for tier-1 banks, asset managers & audit
TIER-1 BANK·GLOBAL CUSTODIAN·ASSET MANAGER·EXCHANGE·AUDIT FIRM
▸ Nostro▸ Trades▸ Confirms▸ GL
SWIFT ◂Custody ◂ERP ◂PDF/AIDP ◂
Veritas Engine · live
0 matched · today
✓ Nostro USD/EUR · 12,438 matched · 0.02s ✓ Custody trades · 8,910 confirmed · T+0 ◆ AI break cluster · FX cut-off · 2,108 resolved ✓ Intercompany GL · 4,201 sealed · #a91f ✓ AIDP PDF confirms · 612 extracted · 0.97 conf ◆ 4-eyes approval · rule tol(±0.02) · promoted ✓ SWIFT MT940 · 22,041 lines · normalized ✓ Audit anchor · SHA-256 · block #48219 ✓ Nostro USD/EUR · 12,438 matched · 0.02s ✓ Custody trades · 8,910 confirmed · T+0 ◆ AI break cluster · FX cut-off · 2,108 resolved ✓ Intercompany GL · 4,201 sealed · #a91f ✓ AIDP PDF confirms · 612 extracted · 0.97 conf ◆ 4-eyes approval · rule tol(±0.02) · promoted ✓ SWIFT MT940 · 22,041 lines · normalized ✓ Audit anchor · SHA-256 · block #48219
Trusted by the enterprise — global banks, asset managers & treasuries
MERIDIAN BANK
APEX CAPITAL
NORTHWIND AM
CITADEL TREASURY
VANTAGE GROUP
SOLARIS SECURITIES
IRONCLAD CUSTODY
BLUE MERIDIAN FUNDS
AXIOM INTERBANK
CREST PARTNERS
MERIDIAN BANK
APEX CAPITAL
NORTHWIND AM
CITADEL TREASURY
VANTAGE GROUP
SOLARIS SECURITIES
IRONCLAD CUSTODY
BLUE MERIDIAN FUNDS
AXIOM INTERBANK
CREST PARTNERS
0%
Auto-match rate
0%
MTTR reduction
0×
Faster onboarding
0
Vendor lock-in
ROI Estimator

Estimate your annual reconciliation savings

Drag the sliders — see the impact FVI's 99.4% auto-match rate delivers.

Hours saved / yr
7,344hrs
Est. cost saving
698k/yr
Auto-match rate
99.4%

* Indicative model based on $95/hr analyst cost and 1,800 hrs/yr capacity. Request a tailored business case.

Free download

The Enterprise Reconciliation Buyer's Guide

12 pages covering: architecture trade-offs, FVI vs Duco vs legacy comparison, implementation timeline, and a self-scoring RFP checklist. Trusted by enterprise procurement teams at Tier-1 banks.

  • FVI vs Duco feature-by-feature matrix
  • Total cost of ownership model
  • Implementation and migration playbook
  • Regulatory checklist: SOC 2, DORA, ISO 27001
Aperture

The falcon's eye — total visibility across cash, securities, intercompany and GL flows.

Precision

Deterministic rules, probabilistic matching, and tolerance-aware clustering, at millisecond latency.

Intelligence

Agentic AI that reasons about breaks, drafts fixes, and writes back under human control.

Try the engine — live

Scrub the pipeline. Watch reconciliation resolve in real time.

A live sample of 7 bank statement rows against 7 ledger entries. Move the slider through each stage — exact keys, tolerance, AI alias resolution — and see matched and unmatched outputs update instantly.

Stage 1 / 6 · Ingest
Raw feeds landed from SWIFT MT940 and internal ledger.
Matched
0
Tolerance
0
AI resolved
0
Breaks
0
% Resolved
0%
Side A · Bank statement (MT940)
7 rows
FAL-TR-1001
CITI NY · 2026-07-01
1,250,000.00
USD
Pending
FAL-TR-1002
DB FFT · 2026-07-01
480,500.25
EUR
Pending
FAL-TR-1003
HSBC LN · 2026-07-01
92,100.00
GBP
Pending
FAL-TR-1004
JPM NY · 2026-07-01
15,780.40
USD
Pending
FAL-TR-1005
MUFG TK · 2026-07-01
3,200,000
JPY
Pending
FAL-TR-1006
WELLS SF · 2026-07-01
78,921.50
USD
Pending
FAL-TR-1007
UBS ZH · 2026-07-01
220,000.00
CHF
Pending
Side B · Internal ledger
7 rows
CIT-1001
Falcon Cap · 2026-07-01
1,250,000.00
USD
Pending
DB-8842
Falcon Cap · 2026-07-01
480,500.23
EUR
Pending
HSBC-77120
Falcon Cap · 2026-07-02
92,100.00
GBP
Pending
JPM-CONF-40
Falcon Capital LLC · 2026-07-01
15,780.40
USD
Pending
MUFG-TK-991
Falcon Cap · 2026-07-01
3,200,000
JPY
Pending
UBS-ZH-5501
Falcon Cap · 2026-07-01
220,000.00
CHF
Pending
STRAY-90210
Unknown · 2026-07-01
4,212.00
USD
Pending
Reconciliation, in motion

Five stages. One continuous intelligence.

Stage 01 / 05
Ingest

SFTP · S3 · Kafka · SWIFT · ISO 20022 · webhooks — normalized at the edge.

Platform v6 — Agentic Operations

One platform. Every reconciliation.

Cash & nostro, securities & trades, intercompany & GL — matched, triaged and explained by AI agents under enterprise-grade governance.

20+ matching rules

1:1, 1:N, N:N, fuzzy, tolerance, composite keys

Agentic AI triage

Auto root-cause, NL rule builder, AIDP for PDFs

BYO-LLM sovereignty

OpenAI · Anthropic · Azure · cost & token caps

Rekon Orchestrator

Cron schedules, retries, 90d+ run history

Data Prep pipelines

42 transforms, watchers, quality rules

Break Manager

Kanban, side-by-side inspector, 4-eyes

Reports & SLA

MTTR, ageing, dashboards, scheduled exports

Live collaboration

Presence, comments, attachments, timeline

Notifications

Email digests · Slack · Teams · in-app

Multi-tenant RBAC

Groups, per-rekon perms, custom tenant URLs

Hash-chained audit

Immutable, tenant-isolated, tamper-proof

Zero-trust security

TOTP · SSO/SAML · IP allowlist · PII redaction

Agentic AI

Agents that ingest, match, resolve and audit — autonomously.

Design reconciliations in natural language. Let the Resolution Agent triage breaks, propose root causes, and draft fixes. Every action is policy-checked, four-eyes approved, and cryptographically chained.

  • Design Agent — author reconciliations from a single sentence
  • Resolution Agent — cluster and triage breaks with confidence scores
  • AIDP — extract structured data from PDFs, statements, confirms
  • Break Knowledge Graph — learn from every resolution, forever
Resolution Agent · session #a91f
▸ analyse 3,412 unmatched cash entries
▸ cluster by counterparty, amount, value-date
✓ root cause FX cut-off mismatch · 2,108 breaks
▸ propose rule tol(±0.02, T+1) → confidence 0.97
awaiting 4-eyes approvalAUDIT #a91f
Trust & governance

Enterprise-grade by default.

Multi-tenant isolation, hash-chained audit, configurable data residency, tamper-proof triggers, and zero-trust auth — on day one.

SOC 2 ISO 27001 GDPR DORA-ready Data residency
Zero-trust auth
TOTP MFA · SSO/SAML · IP allowlist · session policy
Immutable audit
SHA-256 hash chain · tamper triggers · cross-scope
Multi-tenant
Pooled or silo · custom URLs · verified domains
PII redaction
Pre-LLM masking · BYO-LLM · per-tenant key vault
FVI vs the market

How FVI stacks up against Duco and legacy reconciliation

CapabilityFVIDucoLegacy
Agentic AI triage
BYO-LLM / data sovereignty
Hash-chained audit
Multi-tenant RBAC
20+ matching rule types
AIDP PDF extraction
Streaming / near-real-time
Zero-trust + SSO/SAML

Get the full 20-capability comparison sheet including TCO model and migration assessment.

Download full comparison
Relationship Intelligence

Every signal, every source, one intelligent graph.

Hover any node to trace how data, signals, and decisions travel through the Veritas Core — from ingest to write-back, under hash-chained governance.

Bank feedSWIFT MT/ISOGL ledgerOracle · SAPCustodianState StreetBrokerFIX · FpMLSLA watchcutoff timersAnomaly scanz-score · IQRVeritas Corematch · reasonResolution agentauto-triageHuman 4-eyesapprove · signWrite-backERP · GLHash-chain auditSHA-256 anchorPolicy & RBACkill switch
SourceSignalVeritas CoreActionGovernance
Architecture

Built for scale. Designed for clarity.

Ingestion Hub

12 connectors — SFTP, S3, Azure, Snowflake, BigQuery, Kafka, API, webhooks.

Near-real-time rekon

Streaming engine with watermarking and exactly-once semantics.

Dev → UAT → Prod

Sign and promote reconciliation packages with four-eyes and one-click rollback.

Built from first principles

10× better. Not 10% better.

Legacy tools bolted AI on top. FVI was architected the other way around — agents first, audit chain woven in, your LLM your choice. That's not an upgrade. That's a replacement.

10× · 01

From sentence to live rec — in hours

FVI Copilot authors reconciliation rules from a plain-English description. Average time to first match: under 4 hours.

Legacy on-premise tools: 74 days. Cloud rivals: 5 days.
10× · 02

99.4% auto-match — before a human sees the queue

Deterministic + probabilistic + AI fuzzy matching in a single engine. The 0.6% that remains is real breaks, not noise.

Others quote 'best-in-class' without publishing a number.
10× · 03

Zero vendor lock-in — including your LLM

BYO-LLM: OpenAI, Anthropic, Azure OpenAI, or your private endpoint. Per-tenant cost & token caps. PII masked pre-inference.

Duco and legacy platforms lock you to their AI stack.
Recognition

Recognised across reconciliation, RegTech & AI

Winner
Waters Rankings
Best Reconciliation Platform
2025
Finalist
TabbFORUM NOVA
AI Innovation · RegTech
2025
Leader
IDC MarketScape
Worldwide Reconciliation
2024–25
Luminary
Celent Model Bank
Operational Excellence
2024
Shortlist
A-Team RegTech
Best AI-Driven Compliance
2025
Winner
FTF News Awards
Post-Trade Innovation
2024
Nominated
Global Finance
Best FinTech — Reconciliation
2025
Shortlist
Risk.net Tech
Audit & Reconciliation SaaS
2025
Client Stories

What enterprise teams say

We eliminated 94% of manual cash-break touches within the first quarter. The agentic triage doesn't just surface breaks — it tells you why they happened before your team even opens the queue.
CM
Catherine Mercer
Head of Operations — Cash & Settlements
Northwind Asset Management · EUR 280bn AUM
Certifications
SOC 2 Type II
ISO 27001
ISO 27701
GDPR
Regulatory frameworks
DORA
MiFID II
Basel III
BCBS 239
SR 11-7
Common questions

Everything you need to know

The Copilot generates reconciliation rules from a plain-English description and has a working configuration ready for review in under an hour. A complete production reconciliation — including data prep, tolerance and agent policies — typically takes less than a day. No professional-services engagement required.

FV

Stop reconciling. Start verifying.

Launch your tenant in minutes. Bring your data, your LLM, your rules — keep your sovereignty and your certainty.