The Real Number

How we cut client costs by up to 70% — and show our math.

Every engagement starts with an audit that finds exactly where money is leaking — tools, manual hours, API spend — before we recommend spending a rupee on anything new. Here's where the savings actually come from.

The Breakdown

Where the savings come from

A rough breakdown of how the total number typically splits across engagements.

Typical Total

~70%

The composite saving we hit across engagements — split across four sources you can measure.

45%Manual
25%Tool
20%LLM
10%Infra

Manual Work Automation

~45%

Replacing repetitive human hours — sourcing, data entry, follow-ups, scheduling — with AI agents and workflow automation that runs 24/7.

Tool Stack Consolidation

~25%

Replacing 4–5 overlapping paid SaaS tools with one custom-built automation or internal system you actually own.

LLM & API Cost Optimization

~20%

Model routing, aggressive caching, and prompt efficiency to cut recurring OpenAI / Anthropic / API bills without hurting quality.

Infra Right-Sizing

~10%

AWS / GCP audits that cut cloud spend on over-provisioned instances, idle resources, and forgotten dev environments.

Transparency

How we calculate the number.

No hand-waving. We baseline before, measure after, and show the working.

Step01

Audit

We baseline current cost: tool spend plus the estimated hourly cost of the manual work being replaced.

Step02

Build

We implement the automation or system that removes the leak — measured, not guessed.

Step03

Compare

We measure the same workflow's cost post-launch (tool spend + remaining manual hours) against the baseline.

The formula
BeforeAfter
Before
=% Saved

Savings vary by engagement — figures on this page are drawn from real client work, shown as ranges rather than guarantees.

The proof

Real numbers from real client work — pulled straight from our case studies.

The Fit Check

Who this typically applies to

If any of these sound familiar, an audit almost always finds meaningful savings.

01

Overspending on tools & APIs

Teams with real recurring SaaS or API spend who suspect they're overpaying but haven't had time to audit it.

02

Repetitive manual workflows

Support, ops, sourcing, or content teams where repetitive manual work is quietly eating staff hours every week.

03

Never had a proper audit

Teams that have grown fast and have never had a real look at where the money is actually going.

What You Get

What a savings audit actually delivers.

Not a slide deck. A real audit, a real plan, and the switch executed.

01

Cost snapshot

Every recurring line item you're paying for, mapped in one place.

Snapshot

02

Savings map

Prioritized by payback period so the fastest wins come first.

Priority map

03

Build plan

What replaces what, in what order, and what it costs to switch.

Roadmap

04

Executed switch

We do the swap, not just hand you a PDF and wish you luck.

Implementation

Want to know your number?

Most businesses don't find out until we run the audit.

Free · No Obligation · NDA on Request

Tell Us About Your Project

Free review by a senior engineer, not a salesperson. Tailored scope and fixed-price proposal in 24–48 hours.

4–6

Weeks Delivery

<24hr

Avg Response

4.8★

Client Rating

What to expect on your scoping call

  • 1

    Direct Engineering Scoping: Speak directly to a senior engineer. No salespeople, no scripted pitches.

  • 2

    Fixed-Price Quote: Receive a detailed written scope and a fixed-price quote within 24–48 hours.

  • 3

    Guaranteed Confidentiality: We sign a mutual NDA before we discuss any proprietary architecture or system logic.

Your enquiry is confidential · NDA on Day 1 · We respond the same business day.