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Market Intelligence Platform

Market intelligence & corporate research platform

Contifi translates overwhelming volumes of financial disclosures, earnings reports, and regulatory filings into structured, low-latency market feeds and calm intelligence dashboards for institutional analysts.

Contifi case study preview
Market Intelligence Platform
Financial Research & Analytics

Project snapshot

Institutional market intelligence platform delivering real-time financial news filtering, regulatory filings analysis, and executive sentiment dashboards.

⏱️ 10 weeks🛠️ Enterprise Web Platform📦 6 Deliverables🌐 Live Production
< 800msFeed latency
15+Sector feeds
10 WeeksDelivery timeline
The brief

What the project needed to solve

Every build begins with practical business constraints, user demands, and technical goals.

Project context

Financial analysts and investment teams are inundated with thousands of corporate disclosures, exchange filings, earnings call transcripts, and market news items daily. Finding actionable signals requires switching between fragmented terminals, PDFs, and news feeds.

Contifi collaborated with Bharat Consultancy Services to engineer an institutional-grade intelligence portal. We built a high-density, low-latency web application capable of streaming categorized corporate disclosures, extracting key executive sentiment, and organizing market events into intuitive sector dashboards.

Key engineering challenges

  • Render data-intensive market feeds with sub-second latency without degrading UI responsiveness.
  • Design a calm, high-density interface allowing analysts to monitor dozens of tickers simultaneously without visual fatigue.
  • Structure multi-source corporate filings (SEBI/SEC, earnings transcripts, broker notes) into unified search and filterable views.
  • Implement granular role-based analyst workspaces, bookmarked feeds, and automated executive email briefings.

Delivery milestones

  • Workflow analysis with equity research analysts & product scoping
  • High-density data architecture & layout component system design
  • Streaming feed backend integration & Redis caching implementation
  • Document summary extraction, sentiment tagging & filter engine
  • Security hardening, role-based access & production deployment
Technical approach

Architecture & solution tracks

How we structured the systems, engineering workflows, and product layers from design to deployment.

Data Architecture

Streaming Disclosure Ingestion & Caching Layer

Built a robust data pipeline combining Server-Sent Events (SSE) and Redis caching to stream newly indexed exchange filings and financial news to analysts in under 800 milliseconds.

UX & Frontend

Three-Pane High-Density Intelligence Workspace

Architected an efficient multi-pane interface where analysts can review ticker news on the left, read full filing summaries in the center, and inspect financial metrics and broker sentiment on the right.

NLP & Classification

Entity Recognition & Executive Sentiment Tagging

Implemented automated classification for corporate actions (earnings, management commentary, M&A, regulatory scrutiny) with color-coded sentiment indicators to accelerate document triage.

Export & Workflow

Custom Watchlists, Tagging & Export Utilities

Delivered custom analyst watchlists, keyword alert triggers, and one-click PDF/CSV briefing memo generators for morning investment committee meetings.

What shipped

The assets, systems, and capabilities behind the build

A strong project outcome depends on what actually gets delivered, not just high-level screens or concepts.

Core Deliverables

  • Institutional market intelligence portal with real-time news and corporate filings feeds
  • Interactive three-pane analyst workstation with search, tagging, and multi-ticker filters
  • Automated document summary cards with executive sentiment scoring and source verification
  • Custom portfolio watchlists and real-time alert trigger configuration
  • One-click financial digest memo generator with PDF and spreadsheet export
  • Role-based authentication system supporting enterprise research team workspaces

Tech Stack & Tools

  • Next.js App Router & React Server Components
  • Node.js & Python ETL Microservices
  • PostgreSQL & TimescaleDB Financial Storage
  • Redis Low-Latency Feed Cache
  • Tailwind CSS & High-Density UI System
  • Lucide Icons & Recharts Financial Visualizers

Measurable Impact

  • Sub-800ms ingestion-to-screen feed latency across major financial disclosures
  • Over 15+ sector intelligence feeds unified into a single readable interface
  • Substantial reduction in manual document triage time for client research teams
  • Clean, enterprise-grade platform foundation designed for continuous data expansion
Outcome

Contifi in one line

Contifi equips financial research teams with a fast, calm, and trustworthy intelligence platform that transforms noisy corporate disclosures into decisive investment insights.

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