Trusted by
AI Innovators:
Finance, automated
Every Business Credit Ready
Nien turns messy financial records into verified cash-flow intelligence for faster, more trustworthy credit underwriting.
02
Verify
Run arithmetic and financial rules deterministically.
Enforce business and credit policies.
Flag exceptions instead of filling gaps.
03
Prove
Verify revenue and cash flow continuously.
Generate privacy-preserving Proof-of-Revenue.
Prove creditworthiness without exposing records.
04
Settlement
Match signals to lender risk parameters.
Support data-driven credit decisions.
Route capital through approved facilities.
Overview
Nien AI is a neurosymbolic execution engine that turns messy financial data into verified, deterministic financial intelligence.
Nien turns the messy financial data behind every business into verified, decision-ready credit intelligence. It reads the records, reconciles the numbers, and applies your credit policy — so lenders can make faster, more confident decisions.
Vendor Payment
Workflow example
01
DATA INGESTED
02
CASH FLOW VERIFIED
03
POLICY CHECKED
04
SIGNAL GENERATED
DATA CONNECT
Connect bank, bureau, ERP, and business data into one financial view.
Deterministic Verify
Reconcile data, run calculations, and enforce financial rules.
Credit Intelligence
Turn verified cash flows into actionable signals for credit underwriting.
Proof of Revenue
Give lenders verifiable credit signals without exposing underlying financial records.
Capabilities
What makes every business credit-ready.
Connecting systems, validating numbers, and generating signals lenders can trust.
Numbers
The performance behind credit-ready businesses.
Verified financial intelligence, built for faster underwriting and better credit decisions.
Records processed
As of Aug 19th, 2026
12,425
SU
MO
TU
WE
TH
FR
SA
CREDIT AUTOMATION
Financial records processed
12.4k
Credit signals generated
4.2k
Underwriting workflows
3.5k
UNDERWRITING EFFICIENCY
MoM improvement
81%
WORKFLOW CONTROL
Automated
82%
Human
18%
CREDIT VELOCITY
MoM improvement
+65.5%
JUN
JUL
INTEGRATION COVERAGE
Banks, ERPs & Bureaus
38
1
15
30
WORKFLOW COVERAGE
With policies + human review
92%
Features
Core systems that power enterprise finance
Nien combines neural perception, deterministic execution, and formal verification to turn messy financial data into trusted financial and credit signals.
Neural Perception
001
Parse bank statements, PDFs, bureau files, and legacy exports into structured financial data.
Symbolic Execution
002
Apply deterministic calculations, business rules, and credit policies with exact mathematical execution.
Formal Verification
003
Continuously verify outputs against source data, defined invariants, and policy constraints.
Integrations
Connect AI to the tools your team already uses
Our platform integrates directly with your core infrastructure so it can retrieve data, trigger workflows and act in real time.
Testimonials
What our partners say about Nien
Dispatch is trusted by fast-growing SaaS teams that need visibility, structure, and control across their support operations.
Blog
Articles, notes, updates, and latest case studies
Insights on support operations, automation design, and the systems behind scalable execution.
FAQ
Frequently asked
questions
If you handle complex workflows or need custom integrations, our team can help.