Case Study — Intelligence Platform

TalentivaLabs

A labor risk intelligence platform translating Indonesia's regulatory complexity into structured financial exposure estimates for investors, CFOs, and transaction advisors.

Category
Labor Risk Intelligence · Financial Exposure Modeling
Market
M&A · Private Equity · Corporate Decision-Making
Infrastructure
Global Edge Infrastructure & Distributed State
Legal
PSE Komdigi
10Q
Diagnostic framework
6
Risk band classifications
IDR
Financial exposure output
±15m
Pro report delivery
Context

The Problem We Were Solving

The Problem

Hidden labor liabilities invisible in financial statements

Indonesian labor regulations — UU Cipta Kerja, PP 35/2021, Constitutional Court decisions — create financial exposure that standard due diligence misses entirely. Severance obligations, PKWT misclassification, BPJS gaps: all invisible until a deal closes and a dispute materializes.

What We Built

A financial intelligence layer between legal and financial analysis

TalentivaLabs fills the gap law firms and HR platforms don't cover. Not legal advice — structured financial exposure modeling. Regulatory signals converted into IDR ranges that investors can use for deal structuring and valuation adjustments.

What STUDIO Built

Quantifying Labor Risk into Investment Value

01

TLRI 10Q Diagnostic Engine

10-indicator compliance questionnaire with weighted scoring logic. Risk band output across six levels: Controlled → Critical. ~2 minutes, no registration.

02

Financial Exposure Modeling

Current exposure, projected scenarios, and escalation probability — translated into IDR ranges. Built on UU 13/2003, PP 35/2021, PP 36/2021, UU 24/2011.

03

Pro Report System

Full quantification report delivered within 15 minutes. Risk classification per regulatory area, severity prioritization, action matrix, executive summary.

Core Methodology

TLRI 10Q — How It Works

10 structured indicators, weighted scoring, probabilistic risk classification.

Q01 PKWT Structure Contract classification compliance. High-impact — misclassification triggers significant severance exposure under PP 35/2021.
Q02 BPJS Registration Social security enrollment and contribution compliance. Administrative sanctions and retroactive liability modeling.
Q03 PHK Protocol Termination procedure compliance. Procedural deficiencies can invalidate terminations and multiply severance obligations.
Q04–10 7 Additional Indicators Wage structure, PDP compliance, outsourcing arrangements, working hours, union relations, regulatory interpretation, documentation adequacy.

"Regulatory interpretation → risk signal detection → financial exposure modeling."

TLRI 10Q core logic — TalentivaLabs

Infrastructure

Tech Stack

Built on STUDIO's production infrastructure — optimized for performance, reliability, and machine readability.

Global Edge Infrastructure Algorithmic Trust Payment integration Weighted Scoring & Penalty Engine Report delivery system Mobile-first
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