devix · tender-intelligenceTender Intelligence67%
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Data IntelligenceScaling2025· Procurement & Bidding

Devix Tender Intelligence

Win more bids with predictive procurement intelligence.

+27%
Win rate
3,800
Sources tracked
9,500
Tenders / day
94%
Extraction accuracy
Overview

Tender Intelligence continuously crawls thousands of tender sources, normalizes them into a unified schema, and applies machine learning to surface the opportunities a company is most likely to win — then orchestrates the entire bid-response workflow.

Highlights
  • Multi-source tender ingestion & normalization
  • Win-probability scoring with explainability
  • Smart matching to company capabilities
  • Automated bid workflow & deadline tracking
Technologies
PythonPostgreSQLAI ModelsAirflowDockerKubernetes
Challenges

Messy source data

Tenders arrive as PDFs, portals, and emails in dozens of formats and languages.

Explainable scoring

Bid teams won't trust a black-box probability; they need to know why a tender scores high.

Solutions

Ingestion pipeline

Document AI + LLM extraction normalizes any source into a unified, queryable tender schema.

Explainable ML

Win-probability models surface the top contributing factors for every score with feature attributions.

Architecture

System layers

01IngestionCrawlers · document AI · LLM extraction
02PipelineAirflow DAGs · dedup · enrichment
03IntelligenceScoring models · matching engine
04DataPostgreSQL · search index
05DeliveryAlerts · bid workspace · API
Gallery

Inside the platform

Representative interface mockups of the Tender Intelligence experience.

Results
01

27% increase in tender win rate

02

Analysts review 9,500 tenders/day automatically

03

Bid prep time reduced by 55%