AI engineering for enterprise · Building since 2016 4 products · run on our own ops · 30+ enterprise clients
The AI Discovery Sprint

Before you bet a budget on AI,
find out what it really takes.

What problem it actually solves for you. How much of your operation it touches. What it costs — in real numbers, not a range. Whether it's even worth building.

The Discovery Sprint answers all four for your business — before you commit a rupee to building.

The first call is free · 45 minutes · no obligation

answered
before you
commit
the real fix
what it touches
the cost
your data
worth it?

Why you're here

Enterprise AI rarely fails on the model. It fails before the build even starts.

01 · The Pilot Trap 02 · The Burn 03 · The Fog
THE PILOT TRAP

It worked in the demo. Then it quietly stalled.

The proof-of-concept impressed the room and reached no one. The gap between a demo and a deployed system is where most enterprise AI dies — not on the model, on everything around it.

~70%
PILOTS NEVER SHIP
9 mo
AVG. TO STALL
THE BURN

You tried a vendor once. It didn't land.

Infra, consultants, and licenses billed for months while not a single end user touched the thing. You're not against AI — you're against paying to learn the same lesson twice.

THE FOG

You can't price what no one has scoped.

Every vendor quotes a number before they understand your operation or your data. You're left unable to tell a real plan from a hopeful guess.

What the Sprint is

We don't quote blind. The Sprint is how we find out.

What an AI project costs, how long it takes, and how much of your operation it touches all depend on your problem — so a fixed number upfront would be a guess, not an answer.

Find the problem worth solving

We sit with your team and separate the problem that's actually costing you from the one you walked in naming.

Test it against your real data

We pressure-test what's buildable using the data you actually have — not a clean sample, the real thing.

Return a decision, not a pitch

You get what it takes, what it costs, what it touches, and an honest read on whether it's worth doing at all.

What you walk out with
  • A problem worth solving, defined in writing
  • A real cost and timeline — not a placeholder range
  • An honest read on whether your data is ready
  • A clear go or no-go, including "don't build this"
"Couldn't our own team do this?"

Your team can adopt software. AI has to be governed.

ADOPTING SOFTWARE
Does what it's told
  • Ship to spec
  • Behaves the same every time
  • Right or wrong is obvious
  • One skill: engineering
what most teams are built for
GOVERNING INTELLIGENCE
Makes calls you have to trust
  • Decide how far to trust it
  • It drifts — judgment shifts
  • "Wrong" carries business risk
  • Engineering + business stakes, one head
what the Sprint is run by

We learned this building AI into our own company first — then watched it run hiring, sales and operations at the output of a company many times our size.

Why trust us with yours

We don't pitch AI we haven't shipped. We run it on ourselves first.

InterviewGod

AI hiring at scale — deployed, billing, and run on our own 300-person operation every day. The system we sell is the system we operate.

30+
PAYING CLIENTS
200K+
INTERVIEWS RUN
10+
LANGUAGES
interviewgod.ai
app.interviewgod.ai
Ranked shortlist · livePREVIEW
0194
0288
0381
0476
vk

Vikaas

B2B demand generation — live and growing, the engine we point at our own pipeline first.

vikaas.ai
vd

Vidya

AI personalized learning — in build, v3. Not live yet, and we won't pretend otherwise.

vidya.online
ax

Axon

Reality-check intelligence for founder-led companies — pre-launch, the newest system we run on ourselves.

axonhq.ai
TRUSTED BY TEAMS THAT SHIP TO MILLIONS
Swiggy
Myntra
PhonePe
Indian Oil
RAK Ceramics
HCL
CP Plus
Times Internet
Receipts, not adjectives

Built into real operations across manufacturing, energy, retail and biotech.

RAK CERAMICS · VISION AI

$2M

saved per year

Kiln shade-matching cut from 7–8 firing iterations to 2–3 — fewer re-fires, far less waste. Roughly $2M saved a year on their own production line.

CP PLUS · ANOMALY DETECTION

Catching what humans miss, live

AI anomaly detection running across a production surveillance deployment — monitored and in use, not piloted.

INDIAN OIL · ENTERPRISE SCALE

Systems that hold at national scale

Engineering for one of India's largest enterprises — the kind of load and reliability bar most pilots never survive.

BIOTECH · GAMETO, GILGAMESH

Trusted by regulated, high-stakes industries

Work shipped for US biotech and clinical-stage pharma, where being wrong isn't an option.

Trusted across India, the Gulf and the US

Indian OilRAK CeramicsSwiggyMyntraPhonePeHCLTimes InternetCP PlusHummcareEmaratya
What you can hold us to

Sometimes the honest answer is "don't build this."

A Sprint can end with us recommending you stop — before you've spent a build budget. That's not a failed engagement. It's the answer most vendors won't give you, because they're paid to keep building.

We'll also be clear about what only you can do: get the data ready, and let your team work differently. AI built any other way is the kind that stalls.

No commitment, clear output

Find out what your AI problem actually takes to solve.

A 45-minute call. No obligation. You'll leave knowing whether a Sprint makes sense for you.

  • 45 minutes with our engineers, not a sales rep
  • A strict NDA before you share anything
  • A first read on feasibility for your problem
  • A no-obligation view of cost and next steps