EARNINGSIQ — Earnings Call Intelligence

Total Agents

6

3 extraction · 3 decision

Tests Passing

12 / 12

100% pass rate

Calls Analyzed

6

Q3 2024 season

Commitments Tracked

18

Across all calls

Agent Confidence Scores

TranscriptParser

—

CommitmentExtractor

—

GuidanceAnalyzer

—

TaskPrioritizer

—

OwnerAssigner

—

EscalationDecider

—

Recent Earnings Analysis

Company	Quarter	Revenue	Guidance
TechVision Inc	Q3 2024	$2.8B	▲ Raised
CloudServe Corp	Q3 2024	$1.2B	▬ Maintained
DataPrime Ltd	Q3 2024	$890M	▲ Raised
NetScale Systems	Q3 2024	$340M	▼ Lowered

Management Commitments

Company	Commitment	Timeline	Category	Risk
TechVision	Reach $12B annualized revenue run rate	Q4 2024	Revenue	Low
TechVision	Increase R&D headcount by 20%	H1 2025	Hiring	Medium
CloudServe	Launch enterprise tier in APAC	Q1 2025	Expansion	Medium
NetScale	Return to positive FCF	H2 2025	Financial	High

📈 What is EARNINGSIQ?

EARNINGSIQ (Earnings Call Intelligence) is a multi-agent system that analyzes quarterly earnings call transcripts. It automatically extracts management commitments, detects guidance changes, identifies forward-looking statements, prioritizes investment-relevant signals, and escalates material disclosures — turning hours of earnings call review into structured, actionable intelligence.

⚡ How It Works

Paste an earnings call transcript. EARNINGSIQ processes it through 6 specialized agents:

Step 1 — Extraction

📄 TranscriptParser

Parses the full earnings call transcript — identifying speakers, segmenting prepared remarks from Q&A, and extracting key financial metrics and statements.

Step 2 — Extraction

💬 CommitmentExtractor

Identifies management commitments and promises — revenue targets, product launch dates, hiring plans, margin goals, and strategic initiative timelines.

Step 3 — Extraction

📊 GuidanceAnalyzer

Detects guidance changes — raised, lowered, or maintained forecasts for revenue, EPS, margins. Compares current guidance language against prior quarter signals.

Step 4 — Decision

📈 TaskPrioritizer

Prioritizes extracted signals by investment impact — guidance changes and material commitments get Critical, while operational commentary gets lower priority.

Step 5 — Decision

👤 OwnerAssigner

Routes findings to the right analyst — revenue signals to equity research, risk disclosures to compliance, sector commentary to portfolio managers.

Step 6 — Decision

🚨 EscalationDecider

Escalates material guidance changes, profit warnings, surprise earnings misses, and management departures for immediate review and trading desk alerts.

🎬 Live Agent Pipeline Demo

Watch how EARNINGSIQ processes an earnings call through all 6 agents in real-time

CEO Sarah Chen: Revenue grew 15% year-over-year to $2.1B, exceeding guidance.
CFO Mike Torres: We are raising full-year guidance to $8.6B, up from $8.2B.
CEO: We commit to launching 3 new products by Q2 2025.
Analyst Q&A: "Given rising input costs, how confident are you in margin expansion?" — Goldman Sachs

📄

Step 1

TranscriptParser

Idle

3 speakers · Prepared + Q&A parsed

💬

Step 2

CommitmentExtractor

Idle

3 commitments: revenue, products, Q2

📊

Step 3

GuidanceAnalyzer

Idle

Guidance RAISED: $8.2B → $8.6B

📈

Step 4

TaskPrioritizer

Idle

P0: Guidance raise · P1: Margin risk

👤

Step 5

OwnerAssigner

Idle

Equity → Guidance · Risk → Margins

🚨

Step 6

EscalationDecider

Idle

⚠ Guidance raise → Trading alert

✅ Pipeline Complete — 6 agents processed in 4.1s

3

Commitments

↑

Guidance Raised

2

Assigned

1

Alerts

🎯 Real-World Use Cases

Quarterly Earnings Automation

Process 50+ earnings calls per week during earnings season — extract key metrics, commitments, and guidance in minutes instead of hours per call.

Management Commitment Tracking

Track CEO/CFO promises quarter-over-quarter — detect broken commitments, shifted timelines, and evolving strategic narratives across calls.

Guidance Change Detection

Instantly flag raised/lowered guidance, surprise beats/misses, and changes in management tone — critical for pre-market trading decisions.

Investment Risk Signals

Detect hedging language, liability disclosures, regulatory risk mentions, and unusual management commentary patterns that signal emerging risks.

🏗 Architecture

🔄

Orchestration Engine

Coordinates all 6 agents sequentially, processing earnings transcripts from parsing through escalation.

🛡

Circuit Breaker Recovery

Per-agent fault isolation ensures transcript parsing failures don't block guidance analysis or escalation decisions.

📋

Full Audit Trail

Every extracted commitment, guidance change, and escalation is logged — essential for regulatory compliance and analyst accountability.

📈 Submit Earnings Call Transcript LIVE AGENTS

📄

Drag & drop a transcript file, or click to browse

.txt .md supported

Company Quarter

Live Agent Results

Extracted Commitments & Guidance

Item	Category	Timeline

— or analyze a sample earnings call —

📄

Transcript
Parser

Extraction

Idle

›

💡

Commitment
Extractor

Extraction

Idle

›

🎯

Guidance
Analyzer

Extraction

Idle

›

📈

Task
Prioritizer

Decision

Idle

›

👤

Owner
Assigner

Decision

Idle

›

🚨

Escalation
Decider

Decision

Idle

Analysis Log

Submit an earnings call transcript to begin analysis…

Commitments

—

Guidance Changes

—

Analysis Time

—

Total Tests

12

Passed

12

Failed

0

Duration

1.92s

Agent Tests

TestTranscriptParser

test_transcript_parsing0.22sPASS

test_empty_transcript0.07sPASS

TestCommitmentExtractor

test_commitments0.18sPASS

TestGuidanceAnalyzer

test_guidance0.15sPASS

TestTaskPrioritizer

test_prioritization0.12sPASS

TestOwnerAssigner

test_assignment0.13sPASS

Infrastructure Tests

TestRecoveryStrategies

test_retry_strategy0.05sPASS

test_recovery_manager0.06sPASS

TestCircuitBreaker

test_circuit_closed0.03sPASS

test_circuit_opens0.04sPASS

TestAuditLogger

test_log_event0.08sPASS

test_audit_export0.09sPASS

Total Events

24

Calls Analyzed

6

Avg Confidence

82%

Risk Flags

2

Analysis Audit Timeline

09:00:01 · workflow

Earnings Call Analysis Started

TechVision Inc Q3 2024

09:00:03 · agent

TranscriptParser → Complete

Identified 4 speakers · 45 min call

09:00:04 · agent

CommitmentExtractor → 5 commitments

Revenue target, headcount, capex, margins, product launch

09:00:05 · agent

GuidanceAnalyzer → Guidance Raised

FY revenue raised to $11.5-12B (was $10.8-11.2B)

09:00:06 · decision

Capex increase flagged for review

$1.5B capex vs $1.2B prior guidance — margin pressure risk

09:00:07 · workflow

Analysis Complete

5 commitments, 3 guidance changes, 1 risk flag

Key Financial Metrics

📈 TechVision Q3 2024 Highlights

• Revenue: $2.8B (+23% YoY) — beat consensus $2.65B
• EPS: $1.42 (+18% YoY) — beat consensus $1.35
• Gross Margin: 64.2% (vs 62.8% prior)
• Free Cash Flow: $680M (24.3% margin)

🎯 Updated Guidance

• FY Revenue: $11.5-12.0B (raised from $10.8-11.2B)
• Q4 Revenue: $3.0-3.2B (consensus: $2.9B)
• FY Gross Margin: 63-65% (maintained)
• Capex: $1.5B (raised from $1.2B)

⚠ Risk Flags

• Capex increase may pressure FCF margins in H1 2025
• AI infrastructure buildout ROI timeline unclear
• Hiring 20% more engineers in tight labor market

Circuit Breakers

6

All closed

Recoveries

1

Retry Rate

100%

Uptime

99.9%

Circuit Breaker Status

TranscriptParser

CLOSED

0 failures

CommitmentExtractor

CLOSED

0 failures

GuidanceAnalyzer

CLOSED

0 failures

TaskPrioritizer

CLOSED

0 failures

OwnerAssigner

CLOSED

0 failures

EscalationDecider

CLOSED

0 failures