Repeated manual work
People repeatedly research, enter, format, check or transfer the same information.
For founder-led B2B service teams
Find the workflow quietly eating your margin.
Croox examines one recurring workflow, estimates the cost of time, rework and delays, and identifies one measurable improvement before you invest in more software or AI.
20-minute session · No system access · No obligation
Founder-led by Aaryan Mehta · Bengaluru
CROOX
OPERATIONAL GAP BRIEF
Recurring client reporting
Monthly volume40 reports
Hands-on time54 hours
Largest visible leakReview handoff
Target metricCycle time
The operating problem
You may be paying for the same output in three places.
A tool may make one task faster while the overall workflow still depends on copy-paste, manual handoffs, corrections, waiting and unclear ownership. The result is activity without a measurable improvement in delivery, capacity or margin.
Tools without redesign
Tools are purchased, but the surrounding workflow and ownership remain unchanged.
Correction and waiting
Outputs are corrected, duplicated, passed between people or left waiting for approval.
The Workflow Cost Scan does not assume automation is the answer. It first determines whether a measurable opportunity exists.
What you receive
One-page Operational Gap Brief.
We examine one recurring workflow and turn the discussion into a decision-ready brief, delivered within 48 hours.
If the available evidence does not support a pilot, the brief will say so.
View an Illustrative Sample Brief →Estimates are directional and based on client-provided or publicly available information. They are not audited savings forecasts.
Current workflow map
The trigger, main steps, people involved, handoffs, tools and approval points.
Baseline estimate
Monthly volume, hands-on time, rework, delay and visible workflow cost using the information you provide.
Largest visible leak
The point most likely to consume capacity, create avoidable work or slow delivery.
One target metric
A primary measure such as cycle time, cost per output, rework rate or on-time completion.
Recommended decision
Stop, improve the foundation, or test one fixed-scope pilot.
How it works
From one recurring workflow to one measurable decision.
No company-wide transformation exercise. We stay with one process and one business outcome.
Choose one workflow
Bring a repeated process that consumes time, creates corrections or delays delivery.
Establish the baseline
In 20 minutes, we capture rough volume, hands-on time, rework, delays and ownership.
Identify the largest leak
Croox separates facts, client inputs and assumptions to calculate a directional baseline.
Decide the next step
Your brief recommends that you stop, improve the foundation, or test one measurable pilot.
Method demo
See the method before you book.
Step through how Croox maps one workflow, separates evidence from assumptions, estimates the baseline and keeps a human decision point before any build is proposed.
Read the walkthrough transcript
First, we map the trigger, people, systems, handoffs and approvals. Next, we label facts, client inputs, assumptions and missing information. Then, we estimate volume, hands-on time, rework and delay. Finally, a human reviews the largest visible leak, selects one target metric and chooses to stop, improve the foundation or test a fixed-scope pilot. All values shown here are illustrative.
Step 1 / Map
Map the real workflow
Capture the trigger, people, systems, handoffs, approvals and final business output.
TriggerClient request
Handoffs4 manual
OwnerOperations lead
Who this is for
Built for teams with a repeated workflow, not a vague AI idea.
A good fit
- The workflow happens repeatedly.
- Several people or systems touch it.
- Rework, waiting, copy-paste or unclear ownership is visible.
- A founder or process owner can provide rough operating numbers.
- The team is willing to measure one primary metric.
Probably not the right first step
- You only want a generic chatbot.
- There is no identifiable workflow owner.
- The process changes completely every time.
- No one can estimate volume, time or rework.
- You expect guaranteed savings before a baseline exists.
AM
Who is behind Croox
A founder-led working session.
I am Aaryan Mehta, founder of Croox. My background combines economics, financial markets, experience working with local businesses, and hands-on programming and AI systems development.
I built Croox around one operating rule: establish the baseline before prescribing technology. I personally conduct the initial scan and oversee any pilot that follows.
Economics and financial markets
Local business experience
Programming and AI systems
Bengaluru, India
[email protected] →
Risk and access
A low-risk first step.
No production access
The scan does not require access to your CRM, inbox, files, passwords or production systems.
No sensitive data required
Rough operating numbers and a verbal workflow walkthrough are sufficient for the initial baseline.
Confidentiality first
We can keep confidential operational details out of the first conversation and work from directional inputs.
Human review
Recommendations and generated outputs are reviewed before they are shared or acted upon.
No lock-in
You keep the brief whether Croox, your internal team or another provider implements the recommendation.
Honest no-build outcome
When the evidence does not justify a pilot, Croox will recommend improving the process, data or ownership first.
Frequently asked
What to expect from the scan.
What happens during the 20-minute scan?
We focus on one recurring workflow. We map its trigger, main steps, people, systems, monthly volume, hands-on time, rework and desired outcome.
What should I prepare?
Bring one repeated workflow and rough estimates for monthly volume, time per item, people involved and common corrections or delays. Exact numbers are not required for the first conversation.
Do you need access to our systems?
No. The initial scan does not require login credentials or production-system access.
What do I receive?
You receive a one-page Operational Gap Brief containing the current-state workflow, directional baseline, largest visible leak, one target metric and one recommended next step.
What if the numbers do not support automation?
The brief will recommend no build, workflow standardization, better data or clearer ownership rather than forcing an AI project.
Is the scan really free?
Yes. The diagnosis is free. When the evidence supports it, Croox may propose an optional fixed-scope paid pilot. You are not required to accept it.
Do we need to be using AI already?
No. Existing AI use is useful context, but the scan starts with the workflow and business outcome, not with a predetermined technology.
Book the scan
Bring one workflow. Leave with a measurable next step.
Tell us where the repeated work is happening. Aaryan will reply to arrange the 20-minute working session.
No system access
No obligation
You keep the brief