PMS Data Scraping Automation

Zero Manual Analysis.
Instant Intelligence.

Automate SEBI, APMI, and NSE data collection. Free your research team to analyze, not extract—scaling your tracking universe instantly.

SEBI.GOV APMI INDIA NSE / BSE AW_STRUCTURED_DB
40+ hrs Analyst time saved per month
250+ SEBI-registered PMs tracked
< 5 min Extraction to structure time
01 — Problem Diagnosis

The Manual Intelligence Bottleneck

Every PMS firm in India collects the same regulatory intelligence. None have automated it. Analysts are paying for clerical data extraction at substantial cost with compounding data quality risk.

Manual Step 01 · APMI

PMS Performance: Navigate → Filter → Copy

Analysts open apmiindia.org, apply filters, wait for JS-rendered tables, and copy row-by-row manually. A 3-4 hour operation per month. No batch export exists.

Manual Step 02 · SEBI PMR

250 Managers × 8 Sub-Reports

A full-universe extraction requires 2,000+ page loads individually. Firms either outsource this or accept partial data gaps.

NSE ETF VLOOKUP

Dual-Portal Friction

Reconciling NSE price volume with AMFI NAV breaks continually due to column header and schema changes.

"(12.4)" -12.40

Format Chaos

Data Normalisation

"12.4%", "(3.2)", "--". Missing names and format mismatches consume 2+ hours per pull just to clean data.

Information Lag

Systemic Delay

Without monitoring, discovering SEBI data manually leaves you acting on AUM shifts 6-8 weeks late.

03 — The Solution

Three Production-Ready Intelligence Agents

Autonomous replacements for specific manual analyst workflows. Fully normalized, versioned, and instant.

Agent 01 · PMS Intelligence

PMS APMI Performance Agent

→ apmiindia.org / APMI PMS Performance Portal
● Live Auto-Schedule

This agent replaces the analyst who logs into the APMI portal, manually applies filters, waits for tables, and copies return figures cell-by-cell. It autonomously scrapes every provider, date, and service bucket, storing normalized records with full historical depth back to April 2023.

APMI HTML PARSE SQL DB

Current Manual Process

  • Navigate and select filters one at a time
  • Copy each provider row-by-row into Excel
  • Normalize inconsistent return formats manually
  • No historical archive; overrides previous sheet
  • 3–4 analyst hours consumed monthly

With Terminal X Agent

  • Agent triggers natively — no human intervention
  • Returns normalized to consistent decimal formats
  • Historical data versioned since April 2023
  • Benchmark-relative alpha calculated automatically
  • One-click Excel export with any filter combination

Agent 02 · Regulatory Intelligence

SEBI PMR Monthly Agent

→ sebi.gov.in / PMR Portal — 250+ PMs
SEBI Regulatory

Extracting the full universe manually requires 2,000+ page loads, hours of copy-paste, and careful assembly. This agent automates the entire operation with real-time progress tracking, auto-retries, and scrape-status panels across all 8 sub-reports per PM.

250 PMRs DB STORE

Current Manual Process

  • Navigate 8 sub-sections for 250+ PMs individually
  • Merged HTML cells break standard parsers
  • Industry extracts only 20-30; full universe infeasible
  • No alert when SEBI publishes new data

With Terminal X Agent

  • All 250+ PMs scraped in a single triggered run
  • Month-over-month delta capabilities via structured data
  • Auto-retry on errors; skips known no-data PMs
  • Excel export with full universe data

Agent 03 · Market Microstructure

ETF Liquidity Intelligence Agent

→ nseindia.com / ETF Market Data + AMFI NAV
NSE Market Data

This agent unifies price, NAV, volume, premium/discount, and 52-week range into a single session-level dataset. Replaces the painful process of downloading separate files from NSE and AMFI and running breakable VLOOKUPs.

NSE CSV AMFI NAV UNIFIED

Current Manual Process

  • Download NSE CSV and AMFI NAV from separate portals
  • VLOOKUP merge breaks on ETF name mismatches
  • NSE column header changes corrupt analysis
  • No historical session archive persists

With Terminal X Agent

  • Price and NAV unified — premium/discount auto-calculated
  • Every session archived; full history queryable
  • Liquidity tier classification based on traded value
  • Anomaly alerts for unusual discounts or low volumes
04 — Efficiency & ROI

Redefining Research Economics

Terminal X shifts your team's focus from clerical extraction to alpha generation, eliminating manual data costs while increasing data depth instantly.

DAYS 5 MIN

Extraction Velocity

From Days to Minutes

Manual tracking across 250 PMRs takes a team days. The Terminal X SEBI Agent scales to the full universe in under 5 minutes with zero marginal effort.

40h+

Resource Optimization

Recapture 40+ Analyst Hours

By eliminating manual navigation, copy-pasting, and Excel formatting across APMI and NSE, you reclaim 40+ hours per analyst every month for core investment research.

05 — Platform Extensibility

Custom Intelligence Agents: Built to Spec

Terminal X is not a generic scraper. It is a platform. We design, develop, and operationalize custom agents against any specification, natively integrated into the same database and interface.

Any web source: SEBI, BSE, MCA, RBI, Bloomberg, custom vendor portals.
Authentication-aware: Session management, OTP workflows, CAPTCHA handling.
Structured PostgreSQL storage with versioning, and full audit trail.
Configurable schedules: Intraday, daily, weekly, or on-demand trigger.
REST API access for direct integration with internal Python models.
Custom alerting logic: New data detected, AUM thresholds, return anomalies.

Built for Institutional Rigour

Deployed via Managed Cloud, On-Premise, or Hybrid with extensive data lineage on every record.

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