Small Binary LLP
Pitch  /  May 2026
Small Binary LLP  ·  Project: BakeJoli
WhatsApp-native AI hiring for India's SMBs  ·  starting with food industry

No app.
No forms.
Just WhatsApp.

GeographyKerala, India
FoundedAugust 2024
WhatsApp pivotMarch 2026
Revenue liveApril 2026
StageSeed
Joshwa JoyCEO & Co-founder
Midhun KCTO & Co-founder
KSUM RecognisedKerala Startup Mission
Microsoft for StartupsBakers Association Kerala (12,000+ owners) — first wedge
BakeJoli
02  /  Problem Statement
Problem statement

Hiring for India's SMBs is broken.

What is the problem?
SMBs — bakeries, restaurants, salons, retail shops, clinics, workshops — hire every week, not yearly. A worker quits overnight. Replacement needed in hours. Every unfilled role is lost revenue every hour.
Why it matters
Owners post in 10+ WhatsApp groups, call friends, wait, hope. Hiring is already happening on WhatsApp — just scattered, manual, unstructured.
Who it concerns
63M+ MSMEs across India and the daily-wage workforce that powers them. We start with the 7.5M food & hospitality businesses — our beachhead.
Why existing platforms fail
01
Naukri, WorkIndia, Apna are built for urban English-speaking India.
Not for a small shop owner in Malappuram running the counter at 6am.
02
Workers have no resume, no email, no app downloads.
Just WhatsApp. Any friction and they're gone.
03
Local agencies charge ₹3,000–₹5,000 per hire.
Newspaper ads cost ₹500–₹2,000 and take 3–5 days. Neither works reliably.
BakeJoli
03  /  Product
Product

A personal AI hiring agent inside WhatsApp.

Live today for food & hospitality SMBs · same agent stack extends to retail, salons, clinics, workshops as we expand.
For owners
1. Send a voice note in Malayalam or Hindi describing the role.
2. AI generates a complete job description, owner confirms.
3. Best matched seekers notified instantly.
4. Masked candidate profile, tap to reveal, hire in chat.
For job seekers
1. Send a 30–60 second voice note: skills, district, salary.
2. AI extracts the profile and confirms.
3. Matching jobs delivered instantly — one tap to apply.
4. Never leaves WhatsApp.
Every conversation makes the agent smarter. Profiles enrich with every message — increasingly accurate matches over time.
Owner
Seeker
BakeJoli
04  /  Technology & Traction
Technology & traction

Three agents. One thread. Real numbers.

01 · Onboarding agent

Detects owner vs seeker. Onboards in under 60 seconds.

Voice-note profile creation. Supports Malayalam, Manglish, Hindi, Tamil, English.

02 · Seeker agent

Personalised job search that learns over time.

Semantic embeddings + vector search. One-tap WhatsApp apply via notification button payloads.

03 · Owner agent

Voice job posting and in-WhatsApp hiring.

AI job description generation. Candidate notifications with profile image cards. Razorpay payments inside the chat.

12,958
Unique chatters
Since WhatsApp pivot
182,073
Messages processed
99.84% notification delivery
56%
Chat-to-user
Industry: 5–10%
7,302
Registered users
6,361 seekers + 940 employers
849
Jobs posted
By owners on WhatsApp
50+
Paying owners
₹35K+ revenue in 25 days
BakeJoli
05  /  Team
Team members

Two founders. Early revenue.

CEO & Co-founder

Joshwa Joy

6 years in digital marketing. Drives partnerships, distribution and the Bakers Association Kerala relationship. Operator background in Kerala's food economy. Owns GTM and association deals.
CTO & Co-founder · Ex-Intel

Midhun K

Built BakeJoli end-to-end — the entire WhatsApp agent stack, voice pipeline, semantic matching, in-chat payments and HR delegation. Owns product and engineering, top to bottom.
How we make money — owners pay, seekers always free · in-chat Razorpay payment
₹349
Pay-as-you-go
1 job post · unlimited reveals · AI screening
₹699/mo
Starter · core
5 posts/mo · voice posting · AI JD
₹1,299/mo
Pro
10 posts/mo · priority match · direct calls
Recognition
KSUM-recognised · Microsoft for Startups · Meta WhatsApp Business · Bakers Association Kerala.
BakeJoli
06  /  Fund Utilization
Fund utilization plan

KSUM Market Acceleration Grant — ₹10 L to scale a revenue-live product.

Already on revenue. ₹35K+ in 25 days, 50+ paying owners, 56% chat-to-user. Capital deploys into marketing, customer acquisition, and product improvement.
How the ₹10 L will be deployed
Bucket Use of funds Amount %
Marketing & customer acquisition Meta Ads (WhatsApp click-to-chat), Google, regional creatives, performance ops ₹7.0 L 70%
Product improvement Voice AI agents, multi-agent architecture, vernacular model fine-tuning, hiring intelligence layer ₹3.0 L 30%
Total — Market Acceleration Grant ₹10 L 100%
Live Meta Ads CAC — April 2026 (account average ₹3.24)
₹2.88
Bakery / business owners
₹3.15
Job-seeker campaign
₹3.56
Hindi-language employees
12-month growth commitments
Checkpoint Commitment
Month 0 Marketing engine kickoff · campaigns live across Kerala
Month 3 300 paying owners · ₹1 L monthly revenue · TN soft launch
Month 6 700 paying owners · ₹3 L monthly revenue
Month 9 1,200 paying owners · ₹6 L monthly revenue
Expected outcomes from ₹10 L
₹6 L+
Monthly revenue by month 9
1,200+
Paying SMB owners
Kerala + TN
Two-state coverage
100%
Non-dilutive
BakeJoli
07  /  Thank You
Thank you

WhatsApp is how India works.
BakeJoli is how India hires.

Email
mail@smallbinary.com
Web
bakejoli.com
Try it live
+91 98957 43840
Message "Hi" on WhatsApp
BakeJoli · SmallBinary · Kerala, India · 2026