Transaction Matching Engine
Exact, fuzzy, and ML-predicted matching layers — 92–97% auto-match rates in production.
Award-Winning Account Reconciliation Software
Core Capabilities of the Autonomous Reconciliation Agent
Six AI capability pillars deployed in production across banking, manufacturing, retail, and SaaS finance functions.
Capability 01
Transaction Matching Engine
Exact, fuzzy, and ML-predicted matching layers — 92–97% auto-match rates in production.
Capability 02
Exception Detection & Auto-Resolution
Auto-classifies exceptions and suggests resolutions for 70–80% of recurring patterns.
Capability 03
Bank & Payment Reconciliation
SWIFT, ISO 20022, and BAI2 bank feeds matched against your ERP cash book, AR, and AP in real time.
Capability 04
Intercompany Reconciliation & Netting
Matches intercompany balances across all entities and generates elimination journals for SAP BPC or Oracle HFM.
Capability 05
ERP & Finance System Integration
Pre-built connectors for SAP, Oracle, NetSuite, Workday, BlackLine, Coupa, and 50+ global banks.
Capability 06
SOX Compliance & Close Reporting
Immutable audit log with full sign-off trail — SOX-compliant close packs generated on demand.
Core Capabilities of the Autonomous Reconciliation Agent
Six AI capability pillars deployed in production across banking, manufacturing, retail, and SaaS finance functions.
Exception Detection & Auto-Resolution
Auto-classifies exceptions and suggests resolutions for 70–80% of recurring patterns.
Bank & Payment Reconciliation
SWIFT, ISO 20022, and BAI2 bank feeds matched against your ERP cash book, AR, and AP in real time.
Intercompany Reconciliation & Netting
Matches intercompany balances across all entities and generates elimination journals for SAP BPC or Oracle HFM.
ERP & Finance System Integration
Pre-built connectors for SAP, Oracle, NetSuite, Workday, BlackLine, Coupa, and 50+ global banks.
SOX Compliance & Close Reporting
Immutable audit log with full sign-off trail — SOX-compliant close packs generated on demand.
Manual Account Reconciliation Costs Your Finance Team Up to $40 Per Transaction.
That's $500K–$2M+ a year in labour. Our Reconciliation Agent cuts it to under $2 per transaction at 92–97% auto-match.
Get Reconciliation Assessment
Why Finance Teams Choose Bonami's Autonomous Reconciliation Agent
92–97% Auto-Match Rates in Production
Four matching layers — exact, tolerance-adjusted, fuzzy-string, and ML-predicted — achieve 92–97% auto-match rates validated across diverse enterprise environments.
Continuous Reconciliation, Not Just Month-End
Transactions match continuously as they flow through your bank feeds and ERP, so 85–90% of reconciliation is done before close — compressing cycles from 8–10 days to 1–2.
SOX, GAAP & IFRS Compliance by Architecture
Every reconciliation action is logged in an immutable audit trail. SOX sign-off enforces segregation of duties, with variance-analysis close packs ready for auditors on demand.
Works With Your Existing Finance & ERP Infrastructure
The Autonomous Reconciliation Agent connects to leading ERP, financial close, and treasury platforms.
Proven Case Studies of AI in Action
AI development with measurable impact.
AI-Driven Legal Case & Document Management
- The Challenge
- Legal teams manually adapted contracts across jurisdictions, with fragmented case documentation and time-intensive compliance checks slowing down workflows.
- The Solution
- Delivered an AI-powered legal platform with jurisdiction-aware contract drafting, OCR intelligence, and automated compliance scoring across U.S. and Mexican frameworks.
- The Impact
-
- Faster Drafting & Review – 60%
- Compliance Improvement – 70%
- Admin Workload Reduction – 40%
Models We Engineer and Operate
We build on leading foundation and domain models, evaluated continuously.
PaLM-2
Claude
Gemini
Midjourney
InstructGPT
Flan
XLM
XLNet
Turing NLG
Alpaca
Gemma
Orca
Llama 3
Sora
BERT
T5
RoBERTa
ALBERT
Megatron-LM
Whisper
Stable Diffusion
Phi-2
Vicuna
Mistral
Bloom
Falcon
Grok
WizardLM
DeepSeek
Perplexity
Mixtral 8x7B
Jasper
Pix2Pix
Ernie Bot
Anthropic Haiku
Kosmos
Muse
Imagen
ControlNet
DreamFusion
AudioCraft
LLaVA
DeepMind Flamingo
DeepSpeed
Open-Assistant
DenseNet
TabNetAward-Winning AI Development & Consulting
100 Fastest Growth Companies
Global Spring Winner
Top App Development Company
AWS Partner Network
Google Cloud Partner
Highly Rated on Trustpilot
Verified Agency
Top App Development Company
ASSOCHAM Member
Success Stories in AI Implementation
Real results from enterprises that have deployed Bonami's AI solutions across industries.
Bonami's AI platform revolutionized our content creation process. Their natural language generation tools helped us scale our content production by 300% while maintaining exceptional quality and brand voice.
FAQs
Frequently Asked Questions
Everything enterprise finance and accounting leaders need to know about deploying an Autonomous Reconciliation Agent at scale.
Contact Our TeamIt matches transactions across bank statements, ERP ledgers, payment processors, and intercompany accounts, then classifies exceptions and enforces SOX-compliant sign-off.
Expect 92–97% auto-match on production volumes. The ML model learns your historical decisions in 4–6 weeks; the unmatched 3–8% are genuine exceptions.
Native connectors for SAP S/4HANA, Oracle Fusion, NetSuite, Workday, BlackLine, and Coupa, plus SWIFT MT940, ISO 20022 camt.053, BAI2, and 50+ bank APIs.
It consolidates intercompany AP/AR from every entity's ERP, flags timing and FX discrepancies, and generates elimination entries plus multilateral netting.
Transactions match within minutes of posting instead of in bulk at close, so 85–90% is done before close — compressing cycles from 8–10 days to 1–2.
Every match, override, and sign-off lands in an immutable audit log with enforced segregation of duties, cutting audit evidence prep by over 85%.
Six to ten weeks: connectivity, parallel run, phased go-live, then ML tuning. You need source-system access, a 3–6 month extract, and a finance sponsor.
Cost per transaction drops from $15–$40 to under $2 — $1.3M–$3.8M a year at 10,000 items per close, with payback within 4–6 months.
Generic financial reconciliation software leans on static rules. Our account reconciliation software adds four matching layers, including ML, for 92–97% auto-match.
Yes. As month end close software it matches continuously so 85–90% is done before close; as balance sheet reconciliation software it auto-generates account packs.
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