Your PE data pipeline: collect → clean → compute → score → report. Built on n8n and OpenAI, with security and observability in mind.
Your PE data pipeline: collect → clean → compute → score → report. Built on n8n and OpenAI, with security and observability in mind.
Your PE data pipeline: collect → clean → compute → score → report. Built on n8n and OpenAI, with security and observability in mind.
Weekly Insights PDF and CMS entries.
Target lists with scores and notes.
IC-ready memos and red-flag summaries.
LP-grade dashboards and timelines.
Collect:
Public & private sources, CSV/API/RSS, compliant pulls.
Clean:
Normalize entities, currencies, units; dedupe with deterministic keys.
Compute:
KPIs: EV/EBITDA, Debt/EBITDA, EBITDA margin, ROIC; sector-specific metrics (e.g., Rule of 40 for SaaS).
Score & Ship:
Deal Score weights growth, margin, leverage, retention; weekly packs and instant alerts.
Collect:
Public & private sources, CSV/API/RSS, compliant pulls.
Clean:
Normalize entities, currencies, units; dedupe with deterministic keys.
Compute:
KPIs: EV/EBITDA, Debt/EBITDA, EBITDA margin, ROIC; sector-specific metrics (e.g., Rule of 40 for SaaS).
Score & Ship:
Deal Score weights growth, margin, leverage, retention; weekly packs and instant alerts.
Deal Score
Deal Score blends growth, profitability, leverage and retention into a 0–100 signal.
Example weighting: growth 35%, margin 35%, leverage inverse 20%, retention 10%.
Logo
Logo
Logo
BRK-H
S&P500
QQQ
ABVCAP
Orchestrator:
n8n (jobs, retries, logs).
Storage:
Sheets/DB with versioned snapshots.
Analysis:
OpenAI for summaries, comparisons, and draft memos.
Exports:
PDF, CSV, Notion pages, email digests.
Security:
least privilege, API keys in vault, audit trails.
Book an automation demo
Download Weekly Insights Sample
We respect source terms, rate limits, and confidentiality. Some figures may be estimates or normalized for comparability.
BRK-H
S&P500
QQQ
ABVCAP
Orchestrator:
n8n (jobs, retries, logs).
Storage:
Sheets/DB with versioned snapshots.
Analysis:
OpenAI for summaries, comparisons, and draft memos.
Exports:
PDF, CSV, Notion pages, email digests.
Security:
least privilege, API keys in vault, audit trails.
Book an automation demo
Download Weekly Insights Sample
We respect source terms, rate limits, and confidentiality. Some figures may be estimates or normalized for comparability.
BRK-H
S&P500
QQQ
ABVCAP
Orchestrator:
n8n (jobs, retries, logs).
Storage:
Sheets/DB with versioned snapshots.
Analysis:
OpenAI for summaries, comparisons, and draft memos.
Exports:
PDF, CSV, Notion pages, email digests.
Security:
least privilege, API keys in vault, audit trails.
Book an automation demo
Download Weekly Insights Sample
We respect source terms, rate limits, and confidentiality. Some figures may be estimates or normalized for comparability.
Get in touch
Ready for the next step?
Contact us
Get in touch
Ready for the next step?
Contact us
Get in touch
Ready for the next step?
Contact us