eazyware

Finance & FinTech

High-trust AI for high-stakes money.

Problems we solve
  • Regulatory complexity
  • Fraud risk at scale
  • Manual reporting drag
Systems we build
  • AI-driven analytics
  • Fraud detection support
  • Automated reporting
  • Risk assessment tools
Industry benchmarks

What AI is actually doing for finance & fintech right now.

Numbers from our production systems — not vendor marketing.

Metric / 01
0%

Reduction in reconciliation time

Ledgerly case study
Metric / 02
0%

Fraud classifier precision in production

verified weekly
Metric / 03
0%

Cost reduction vs legacy reporting stack

annualized savings
Metric / 04
0M

Cost savings per enterprise client

first year average
Common projects

What we usually build for finance & fintech teams.

Reference timelines and investment ranges. Every engagement is scoped to your reality.

/ 01 · Project type

Reconciliation copilot

-74% reconciliation time

AI assistant for reconciliation with exception handling and audit trails.

Timeline
10–14 wks
Investment
$150k–280k
AgentsRAG
/ 02 · Project type

Fraud detection support

+8% precision

ML + LLM combo for real-time fraud scoring with explainability.

Timeline
12–16 wks
Investment
$180k–320k
MLExplainable
/ 03 · Project type

Automated reporting

-65% manual hours

Scheduled and on-demand regulatory reports from raw transaction data.

Timeline
6–10 wks
Investment
$70k–140k
Text-to-reportCompliance
/ 04 · Project type

Risk assessment tools

Faster decisions

Portfolio risk scoring with natural-language drill-downs and alerts.

Timeline
8–12 wks
Investment
$110k–200k
MLReal-time
Ecosystem

We integrate with what you already run.

18+ integrations across 4 categories, specifically for finance & fintech. Don't see yours? We've probably built it.

01 / Banking
5
PlaidStripeModern TreasuryNiumMercury
02 / Compliance
5
AlloyPersonaOnfidoChainalysisSumSub
03 / Data
4
SnowflakePostgresClickHouseStarburst
04 / Risk & Fraud
4
Unit21SardineSiftFeedzai
Custom integrations by request · 2 week typical build
Proof point

99.95% model accuracy

/ Featured case

An AI copilot that cut reconciliation time by 74%

We embedded a multi-model copilot into Ledgerly's reconciliation dashboard. Natural language queries, automated exception handling, one-click audit trails.

Read the case →
/ Next step

Ready to build for finance & fintech?

Book a call and we'll walk through what's shipped well in your vertical.

~4h
avg response
Q2 '26
next slot
100%
NDA on request