🎯 Vertical-Specific Solutions

Purpose-Built Industry Solutions

From FinTech reconciliation to mortgage processing—our AI-powered platform adapts to your industry's unique workflows, compliance requirements, and business rules. One intelligent core. Multiple specialized adapters.

Platform Capabilities

Visibility

Unified dashboard providing real-time visibility across all reconciliation workflows. Configure custom KPIs, alerts, and metrics tailored to your business needs. Track discrepancies, resolution times, and recovery rates from a single pane of glass.

Interoperability

Seamlessly integrate with world-class ERP and CRM systems including Oracle NetSuite, SAP, Microsoft Dynamics, QuickBooks, Salesforce, and more. Pre-built connectors and flexible APIs ensure rapid deployment without disrupting existing workflows.

Reconciliation

Side-by-side comparison of source system data with AI-transformed, machine-readable outputs. Our platform highlights discrepancies, suggests resolutions, and maintains complete audit trails—all while enabling human oversight and final approval for critical decisions.

Governance

Full transactional control with enterprise-grade governance frameworks. Enforce role-based access controls, maintain comprehensive audit logs, and ensure compliance with data privacy regulations. Automated archival policies guarantee data retention requirements are met across jurisdictions.

Federation

Single-click data aggregation from disparate sources—on-premises, cloud, and hybrid environments. Our federation layer automatically discovers, normalizes, and consolidates data across systems, bringing the full power of our AI reconciliation engine to your entire data landscape.

Zero-Trust Security

Built on zero-trust architecture principles with end-to-end encryption, continuous authentication, and least-privilege access. SOC 2 Type II certified infrastructure ensures compliance with GDPR, CCPA, HIPAA, and industry-specific regulations. Every transaction is verified, encrypted, and auditable.

One Reconciliation Engine → Many Vertical Adapters

Reconciliation Engine
Resolve • Verify • Arbitrate
FinTech Adapter
Logistics Adapter
AP Disputes Adapter
Manufacturing & Pharma Adapter
FinTech

Revenue & Deductions Reconciliation

The Problem: Retailers process millions in chargebacks, deductions, and promotional credits monthly—buried across invoices, remittances, and disconnected systems.

Our reconciliation engine ingests heterogeneous documents, identifies discrepancies between expected vs. actual revenue, and resolves deduction validity in real-time. No manual line-by-line matching. Just verified truth.

94%
Deductions Verified
$2.3M
Recovered Revenue
10x
Faster Resolution
72hrs
Avg. Dispute Time
Explore FinTech Solution
Ingest Multi-Source Data
Pull invoices, remittances, chargebacks, and promotional agreements from EDI, PDF, email, and portals
Reconcile & Identify Gaps
AI engine matches line items, flags unauthorized deductions, and calculates revenue variance
Arbitrate Truth & Resolve
Generate dispute documentation with evidence chains, auto-file claims, and track resolution status
Capture Logistics Documents
Ingest bills of lading, freight invoices, terminal receipts, demurrage/detention notices across carriers
Cross-Reference & Validate
Match container free-time windows, verify charge validity, and flag overbilled fees against contracted rates
Resolve Billing Disputes
Auto-generate dispute letters with supporting evidence, track claim status, and recover overcharges
Logistics

Freight & Demurrage Reconciliation

The Problem: Importers/exporters face $400B+ annually in disputed freight charges—demurrage fees applied incorrectly, detention charges beyond free time, and rate mismatches.

Our engine reconciles complex logistics documents, validates charge legitimacy against contracted terms, and automatically disputes invalid fees. Turn confusion into clarity, overcharges into recovered capital.

83%
Disputes Won
$850K
Avg. Annual Recovery
15min
Per Invoice Processing
98%
Charge Accuracy
Explore Logistics Solution
Accounts Payable

Evidence-Based AP Dispute Resolution

The Problem: AP teams spend 40% of their time resolving invoice disputes—mismatched POs, incorrect quantities, duplicate charges—with no systematic way to arbitrate truth.

Our reconciliation engine cross-references purchase orders, delivery receipts, and invoices to establish a single source of truth. Disputes are validated with evidence chains, reducing vendor friction and payment delays.

67%
Dispute Reduction
5 days
Avg. Resolution Time
$1.2M
Payment Savings
92%
Vendor Satisfaction
Explore AP Solution
Aggregate Transaction Data
Collect POs, invoices, receiving docs, and contract terms from ERP, email, and vendor portals
Reconcile 3-Way Match
AI validates PO vs. invoice vs. receipt, identifies price/quantity variances, and flags duplicates
Resolve with Evidence
Auto-generate dispute reports with supporting documentation, facilitate vendor communication, and track outcomes
Mortgage & Lending

State-of-the-Art Mortgage & Lending Solutions

Touchless loan processing that reduces abandonment drastically and slashes processing times from 4 weeks to under 1 hour

🏦

AI-Powered Loan Origination

Automated loan origination from application to approval. AI handles verification, assessment, and compliance.

  • ✓ 98% faster processing
  • ✓ 75% less abandonment
  • ✓ Zero manual entry
  • ✓ Instant decisions
🏡

Smart Mortgage Processing

End-to-end automation from pre-qualification to closing. Intelligent workflows with automated underwriting.

  • ✓ Same-day pre-approvals
  • ✓ Touchless documents
  • ✓ Built-in compliance
  • ✓ 60% less calls
📊

Intelligent Underwriting

AI-driven underwriting with traditional and alternative data. Hundreds of data points analyzed instantly.

  • ✓ Auto risk assessment
  • ✓ 85% auto-exceptions
  • ✓ Fraud detection
  • ✓ Audit-ready reports
📈

Platform Impact

< 1 Hr
Processing
75%
↓ Abandonment
99.2%
Accuracy
$850K
Savings
Explore Loan Mortgage Solution
New Vertical

Manufacturing & Supply Chain

Enterprise-grade AI document intelligence for regulated manufacturing environments. From GMP batch records to supplier CoA automation — built for compliance, designed for scale.

🏭 Pharma Manufacturing · CDMO · Biotech

DoKrunch for
Pharma & Life Sciences

Manual batch record entry. Paper CoA reviews. Days-long audit prep. Pharma manufacturing teams are buried in document-heavy, high-stakes workflows that AI can finally solve — without compromising GMP compliance or data integrity.

DoKrunch sits between real-world operations and your enterprise systems (MES, QMS, LIMS, ERP), converting unstructured documents into validated, system-ready intelligence with a full audit trail.

Key Performance Shifts
2–4 hrs
15–30m
Data Entry per Batch
Days
Minutes
Audit Record Retrieval
Manual
≥70%
Reduction in Manual Entry
Reactive
Same Day
Deviation & CAPA Registration
30–60 min/CoA
Automated
Spec Comparison & OOS Flagging
Days
Hours
Material Release Cycle
All metrics are indicative only. Final performance determined case-by-case based on client processes, document volume, and system infrastructure.
📋
Explore →
Batch Records & Manufacturing Logbooks

Automate ingestion of scanned BMRs, equipment logbooks, and line clearance checklists. AI extracts, validates, and routes structured data to MES/QMS in minutes — replacing 2–4 hours of manual entry per batch.

📄 BMR Automation
⚙️ MES Integration
🔎 21 CFR Part 11
🧪
Explore →
Supplier CoA & Raw Material Automation

Ingest supplier Certificates of Analysis from email, SFTP, and portals. AI extracts test parameters, maps to internal spec definitions, flags OOS values, and pushes structured records to LIMS/QMS — accelerating material release from days to hours.

🔬 LIMS Integration
📊 OOS Detection
🏭 Supplier KPIs
Paper BMRs & Logbooks
Supplier CoAs (Email / SFTP)
Scanned PDFs & Images
Environmental Monitoring Logs
DoKrunch™
AI Extraction · Validation · HITL · Audit Trail
MES — Batch data & equipment records
QMS — Deviations, CAPAs, audit trail
LIMS — Material lots & CoA test results
ERP — Material traceability & PO reconciliation
AI Extraction Engine OCR + Handwriting Recognition Rule Engine Validation Human-in-the-Loop (HITL) Immutable Audit Trail SaaS / VPC / On-Premises 21 CFR Part 11 Alignment Early Adopter Program
Explore Manufacturing Solutions

📋 Use Case 1: Batch Records & Manufacturing Logbooks

GMP Manufacturing → Structured MES/QMS Data

The Problem Today

Paper BMRs, equipment logbooks, and line clearance checklists are manually keyed into MES/QMS by QA technicians — taking 2–4 hours per batch with high transcription error rates. Deviation investigations require digging through physical binders, and audit readiness is compromised because records aren't searchable or indexed.

The DoKrunch Solution

Automated ingestion of scanned/image BMRs via SFTP, SharePoint, or email connectors. AI extracts all structured fields in a 15–30 minute review workflow. Business rule validation catches errors before QA sees them. Exceptions are auto-routed to the HITL review queue.

Documents in Scope

System Integrations

🧪 Use Case 2: Supplier CoA & Raw Material Automation

Automated CoA Ingestion → Release & Compliance Automation

The Problem Today

High-volume supplier CoAs are manually compared against paper specs by QC analysts — taking 30–60 minutes per document. CoAs are filed in folders with poor linkage to material lots and batches, material release is delayed by missing or mismatched documentation, and supplier performance is invisible without manual tallying.

The DoKrunch Solution

Automated ingestion from email, SFTP, portals, and shared drives. AI extracts material ID, lot, expiry, test parameters and results. Automated spec comparison flags OOS values and missing tests. Structured records are pushed to LIMS/QMS/ERP with full traceability.

Spec Comparison Logic

System Integrations

Ready to Resolve Your Discrepancies?

One reconciliation engine. Infinite applications. Start arbitrating truth across your operations today.