Case Study · Perfect

How Perfect achieved board-ready analytics in 7 days.

From zero to data platform in a week.

Perfect
Industry
Talent acquisition / HR tech
Founded
2023 – Tel Aviv
Funding
$23M seed round led by Hanaco (Feb 2025)
Customers
200+ hiring teams worldwide
§ In their words

“Definite is now our source of truth.”

Eylon Etshtein
Eylon Etshtein
CEO
§ 01 — The problem

Fragmented data, board pressure.

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.”

01
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?”

02
Board pressure

Investors expected comprehensive SaaS metrics before the June meeting.

03
No in-house data team

Founders & engineers juggled SQL queries between product sprints.

04
Risk of sunk cost

Perfect wanted proof of value before committing long-term.

“Definite is now our source of truth.”

Eylon Etshtein
Eylon EtshteinCEO
§ 02 — The solution

Plug in the stack, spin up live dashboards.

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.

Why Perfect chose Definite
  • NeedRapid, code-free ingestion of SaaS dataDefinite capability500+ pre-built connectors (e.g. Stripe connected in two clicks)
  • NeedUnified data lake + BIDefinite capabilityScalable architecture with instant dashboards
  • NeedAI assistance & human backupDefinite capability“Fi” AI analyst plus optional Data-Team-as-a-Service add-on

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

Ranny Bloch
Ranny BlochCOO

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

Eshed Arieli
Eshed ArieliVP of Sales
§ 03 — Adoption

7-day implementation timeline.

From connected keys to CEO approval in a single week.

01 · Day 0

Stripe & HubSpot keys connected (5 min)

02 · Day 1

Auto-generated Sales & Ops dashboards delivered overnight

03 · Day 3

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

04 · Day 5

Iterate to perfection; trial wrap email sent

05 · Day 7

CEO replies “Approved”

§ 04 — Results

What changed, in numbers.

01 · Time to board-ready dashboards
Days lost in spreadsheets
Automatically updated in real-time
10× faster delivery
02 · Engineering hours / mo.
~40 hours on ad-hoc SQL
< 1 hour
+1 FTE capacity
03 · 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 BlochCOO

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

Eshed Arieli
Eshed ArieliVP of Sales

Your answer engine
is one afternoon away.

Book a 30-minute call. We'll build your first dashboard on the call — or you can stop paying us.