CASE STUDY

How Perfect Achieved Board-Ready Analytics in 7 Days

From zero to data platform in a week.

Executive Summary

Perfect—a fast-growing, AI-powered recruiting platform, needed investor-grade revenue and operational metrics. Helmed by serial entrepreneur Eylon Etshtein, Perfect has already attracted $23 million in seed funding to  “make recruiters super-human.”  When this repeat founder needed investor-grade metrics ahead of their next board meeting, they plugged Perfect’s stack into Definite and spun up live Sales, RevOps, and Customer-Success dashboards. With Definite now serving as their single source of truth, the leadership team can walk into any meeting with confidence while the ops team saves 40+ hours of manual reporting each month.

Company Overview

Company

Perfect Logo

Industry

Talent acquisition / HR tech

Founded

2023 – Tel Aviv

Funding

$23M seed round led by Hanaco (Feb 2025)

Product

Agentic-AI recruiting co-pilot that automates sourcing & outreach

Customers

200+ hiring teams worldwide

The Challenge

Fragmented customer data

Stripe, HubSpot, GA, Mixpanel, Ads, and spreadsheets made it impossible to answer basic questions like “What’s our most successful channel this month?”

Board pressure

Investors expected comprehensive SaaS metrics before the June meeting.

No in-house data team

Founders & engineers juggled SQL queries between product sprints.

Risk of sunk cost

Perfect wanted proof of value before committing long-term.

“Definite is now our source of truth.”

Eylon Etshtein— Eylon Etshtein, CEO

The Solution

Why Perfect Chose Definite

Need
Definite capability
Rapid, code-free ingestion of SaaS data
500+ pre-built connectors (e.g. Stripe connected in two clicks)
Unified data lake + BI
Scalable architecture with instant dashboards
AI assistance & human backup
“Fi” AI analyst plus optional Data-Team-as-a-Service add-on

7-Day Implementation Timeline

Day 0

Stripe & HubSpot keys connected (5 min)

Day 1

Auto-generated Sales & Ops dashboards delivered overnight

Day 3

Custom cohort heat-map + “as-of” data-freshness banner

Day 5

Iterate to perfection; trial wrap email sent

Day 7

CEO replies “Approved”

Results

KPI
Before Definite
After Definite
Impact
Time to board-ready dashboards
Days lost in spreadsheets
Automatically updated in real-time
10× faster delivery
Engineering hours / mo.
~40 hours on ad-hoc SQL
< 1 hour
+1 FTE capacity
Ops Reporting
Manual, error-prone
Live boards + cohort heat-map
Data-driven GTM

“Sales & Ops dashboards look perfect. Excited to keep the momentum going!”

Ranny Bloch— Ranny Bloch, COO

“We needed ARR synced to Hubspot. Definite got it done, down to the dollar, in a couple clicks.”

Eshed— Eshed Arieli, VP of Sales

Ready to unify financial, CRM, and app data in days—not months?

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