Technical Architecture

The Intelligence Layer Behind Vendor Discovery

HBF Connect integrates five AI-powered subsystems into one cohesive control plane to map, qualify, verify, and monitor your enterprise vendor network.

Central Control Panel
Monitored Vendors
14,820
Compliance Audits
99.8%
Pending Briefs
0
Live Compliance Alert Just now

GSTIN state check for Apex Plastics Ltd shifted to non-compliant (2 consecutive delay cycles). Auto-alert dispatched to Procurement CRM.

Live Match Sourcing Queue
1. Safe Pack Solutions 95% FIT
2. Delta Flex Packaging 92% FIT
Natural Language

AI Requirement Builder

Explain what you need, exactly how you would describe it to an engineer.

Traditional platforms restrict you to basic keyword fields, failing to understand physical parameters. HBF Connect parses natural language inputs to extract structured parameters:

  • Capability Extraction: Identifies equipment requirements, machine capacities, and manufacturing methods.
  • Geographic Bounds: Sets logistics radiuses, cold chain routes, and plant proximity parameters.
  • Compliance Directives: Captures license specifications like FSSAI, GDP, BIS, and CDSCO.
Input Requirement:

"Looking for an API supplier near Hyderabad with CDSCO approval, WHO-GMP certification, capable of producing 2MT batches."

Extracted Structure:
Category: API Chemical Supplier
Location: Telangana (Hyderabad)
Batch Limit: ≥ 2 Metric Tons
CDSCO Registry: Required (Active)
WHO-GMP: Required (Verified)
Graph Database

The HBF Capability Graph

A dynamic database mapping actual capabilities, fleets, assets, and operational locations of supply chain providers across India.

Vendor Node
Maharashtra Hub
GST Compliant
ISO 9001
15+ Reefers
MSME Registered
CDSCO License

Contextual Sourcing Connectivity

Unlike directories that rely on self-reported tags, our platform structures vendor capacity as an interconnected network of nodes.

If a vendor adds a refrigerated truck, registers under Udyam, or updates an ISO certification, the graph immediately updates. When buyers run matches, the algorithm evaluates actual capacity linkages rather than marketing keywords.

Graph Insight:

Hover over nodes in the graph visualizer to trigger pathway simulations. The database routes connections automatically based on operational proximity.

Verification

Compliance Intelligence Engine

Auto-vetting vendor entities directly through government registry integrations.

Eliminate manual compliance checks. HBF Connect automatically evaluates the primary validation marks required by legal and financial teams:

GST & MCA

Active status, filing delays, and company director listings.

Udyam MSME

Registration authenticity and MSME classification status.

Court Records

Searches civil litigation registries for active corporate disputes.

Certifications

Extracts active status details for ISO, FSSAI, BIS, and CDSCO certificates.

Live Verification Summary

GSTIN Active Status Verified
MCA Corporate Status Active
Udyam MSME Status Validated
Civil Litigation Scan Clean
ISO 9001 Validity Verified (Expires 2027)
Fit Scoring

Match Scoring Breakdown

We replace generic ratings with transparent, multi-dimensional score indexes.

95%

Capability Fit

Evaluates machinery compatibility, technology stack, and asset alignment.

98%

Compliance Score

Measures active status, filing safety buffers, and licensing parameters.

90%

Geographic Fit

Calculates delivery distance buffers, route logistics, and proximity rates.

88%

Relationship Fit

Evaluates payment terms compatibility and scale-match profiles.

Integrations

Enterprise Integrations

Sync HBF Connect directly into your active procurement systems and communication channels.

ERP Systems

SAP, Oracle, MS Dynamics

Tally Sync

Auto compliance billing checks

Zoho CRM

Automatic supplier status logs

WhatsApp

Auto-brief alerts and notifications