Launch App
The Challenge Interactive Diligence Traceability Capabilities Deployment Launch App

AI-native data intelligence for M&A teams

Nexus connects documents, databases, files, and business systems into a shared AI workspace, helping deal teams analyze information faster while keeping outputs traceable to the underlying data.

Launch App Explore the Workflow
  • Connect structured and unstructured data
  • Verify answers through sources and tool traces
  • Collaborate in secure, shared workspaces
Nexus

Chat

What are the top contractual and operational risks flagged in this deal's document room?
Nexus
Checking connected Virtual Data Room folders and Transaction DB... Scanning for termination triggers, customer concentration indicators, and change-of-control liabilities.
unstructured_clause_classifier

Analyzing 1,248 files across Virtual Data Room & Databases. I have identified three priority risk categories:

HIGH RISK

Termination Exposure

4 contracts have termination rights tied directly to change-of-control without notice periods.

MEDIUM RISK

Customer Concentration

Single client accounts for 42% of revenue. Transaction DB indicates contract ends Dec 2026.

diligence sql
Source Evidence & Traceability
01
Source File Read: Checked Customer_Contracts.zip
"...Termination of this Agreement by either Party in the event of an Acquisition or Change of Control..." — Target_Contract_04.pdf (page 14)
02
SQL Query Executed: Calculated revenue distribution 
SELECT client_id, sum(amount) / (SELECT sum(amount) FROM erp_billing) FROM erp_invoices GROUP BY 1;
— Transaction DB (snowflake://prod-schema)
The Friction

Deal intelligence breaks when data is scattered

M&A teams work under intense pressure, but critical deal information remains trapped in fragmented folders, complex spreadsheets, and isolated databases. Manual review is too slow, and generic AI answers cannot be audited.

Too Many Scattered Sources

Diligence details are split across contracts, financial ledgers, operational reports, databases, and third-party files. Reconciling them manually eats up valuable hours.

Manual Diligence Bottlenecks

Analysts spend days reading PDFs, copying lines into spreadsheets, and querying databases. This mechanical work leaves little room for deep strategic analysis.

Zero Traceability

Black-box AI chatbots summarize documents but fail to prove where their information comes from. For investment committees, an unverified summary is a liability.

Nexus Workflow

From scattered data rooms to audit-ready risk answers

Walk through how Nuklai Nexus connects document rooms and databases, runs context-aware queries, and tracks answers back to original files.

1
Connect Data Sources

Link files, folders, and transactional databases

2
Ask a Question

Query documents and billing tables simultaneously

3
Get Answer

Generate summary with SQL metrics

4
Verify Answer

Audit exact document quotes and database records

Nexus Workspace
Status: Connection Hub

Map transaction files and databases to build a Virtual Data Room:

Virtual Data Room (VDR) 1,248 Diligence Files (PDF, DOCX, ZIP)
Connected
Snowflake Billing Database ERP Transaction Ledgers & Invoices
Connected
Google Drive Disclosures Operational Excel Spreadsheets
Connected
Identify active supplier contracts containing change-of-control liabilities and query their active billing in Snowflake.
Nexus

Watch data stream in as a verified response:

Identify active supplier contracts containing change-of-control liabilities and query their active billing in Snowflake.
Nexus
Checked 1,248 VDR files & Snowflake billing
unstructured_clause_classifier
CRITICAL LIABILITY

Global Logistics Agreement terminates immediately without transition windows upon ownership change.

diligence sql
Response Verification

Citations & Verification

Source File: Global_Logistics_Agrmt.pdf (Section 14.2)
"...Notwithstanding anything to the contrary, in the event of an acquisition, merger, or change of control, this Agreement shall terminate immediately..."

Generated SQL Query

SELECT c.contract_id, SUM(i.invoice_val) 
FROM customer_contracts c
JOIN invoices i ON c.id = i.customer_id
WHERE c.clause_type = 'ChangeOfControl'
GROUP BY 1;

Query Output

Contract ID Billing Volume
Global Logistics (Section 14.2) $4,200,000 (Active)
Verification First

AI outputs your team can inspect

In high-stakes deal review, a summarization is only as good as its underlying proof. Nexus is designed for strict compliance and audits, linking every finding directly to source files and transactional logs.

Shareholders.pdf
Snowflake Ledger
S3 Contract Bucket
Nexus
Nexus Layer
Termination Risk
Verified Findings

Source-Linked Answers

Every risk highlighted is directly mapped to the exact page, line, and clause in the contract. Hover or click to open the original PDF in context.

Tool Call Auditing

Understand the exact steps the AI took. See when it decided to search files, run a SQL query on target ERP data, or coordinate between agents.

Strict Workspace Controls

Permissions are locked at the workspace level. Ensure external advisors, deal leads, and internal analysts only access data within their assigned parameters.

The Platform

Enterprise capabilities behind the workspace

Nexus matches document chat with enterprise database analysis, automated audit logs, and collaborative workspaces to handle high-volume deal analysis.

Document Chat

Work with PDFs, DOC, and DOCX files directly. Query multiple contracts at once to analyze cross-document clauses.

Virtual Data Lakes

Form a unified read-only layer across uploaded reports, transaction sheets, and relational enterprise systems.

Database Connectors

Query relational databases safely. Connect operational tables (billing, inventory, user metrics) instantly.

AI Dashboards

Convert structured diligence answers into visual analysis, risk summaries, and deal-committee charts.

SQL Assistant

Write, validate, and execute queries quickly. The assistant checks syntax, catches join errors, and explains query structures.

Multi-Agent Workspaces

Deploy specialized AI agents to collaborate on auditing files, running financial reconciliations, and reporting outputs.

Enterprise Ready

Fits around your existing infrastructure

Nexus is a virtual data and intelligence layer. It sits cleanly on top of your existing file repositories, cloud environments, and transactional databases without forcing expensive data migration or replatforming projects.

  • Virtual Layer Access: Reads source systems in a read-only configuration, avoiding write vulnerabilities.
  • Structured & Unstructured: Unifies file servers and transactional database schemas in one context window.
  • Secure Deployment Options: Designed to fit within controlled enterprise virtual private clouds (VPC).
Documents
APIs
Databases
Object Storage
Nexus AI Virtual Layer Unified Data Ingestion & Traceable Processing
M&A Workspaces Chat • Dashboards • Evidence • Collaboration

Bring AI into diligence without losing control of the data

Equip your deal team with a collaborative, secure workspace that accelerates comprehension while providing the audit trails investment committees demand.

Launch App Explore Diligence Flow