Done
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Adaptive Financial OS

Understand your money.
Predict what's coming.
Prepare for what matters.

For India's UPI economy · Privacy first

Why Kosha exists
Your money moves.
The gaps are invisible.

Most of your financial life runs through UPI — instant, effortless, and almost impossible to track. Sound familiar?

"Ravi Kumar — ₹220." What was that?

UPI payments are fast and frictionless. They leave behind names that mean nothing — and memories that fade within hours.

Small amounts. Invisible total.

₹80 here. ₹150 there. Each payment feels trivial in the moment — until they quietly become thousands by month end.

Obligations that arrive without warning.

Insurance. School fees. Travel. Completely predictable — yet without visibility into what's building, they always feel sudden.

Financial confidence is hard to hold.

Without a clear picture, every spending decision carries uncertainty. Not because you're bad with money — because the information simply isn't there.

Kosha's answer

Kosha closes this gap — learning your financial rhythm, making the invisible visible, and helping you prepare for what's coming before it arrives.

Connection type
How would you like
to get started?

You can switch modes anytime from Settings.

Recommended
Connect accounts

Link your bank via Account Aggregator. Kosha reads transactions automatically — read-only, bank-approved.

Automatic categorisation
Salary detection
Full prediction power
Limited mode

Add transactions manually. No account connection needed. Fewer automatic insights.

You can connect accounts later to unlock full capabilities.

Kosha never stores your banking credentials. AA access is read-only and revocable anytime.

Select bank
Which bank do
you use for UPI?

Select all that apply. You can add more later.

State Bank of India

SBI · UPI supported

HDFC Bank

HDFC · UPI supported

ICICI Bank

ICICI · UPI supported

Axis Bank

Axis · UPI supported

Kotak Mahindra

Kotak · UPI supported

Paytm Payments Bank

Paytm · UPI supported

Select at least one bank to continue
Income
We found your
monthly income.

Detected from your last 3 salary credits. Confirm or edit below.

Detected from HDFC Bank
₹58,000
Monthly salary
Last credit May 01, 2026
Source HDFC Salary A/c
Consistency 3 of 3 months matched
Why this matters

Kosha uses your income to calculate spending ratios, preparation fund capacity, and monthly pacing.

Income
What's your monthly
income?

Used only to calculate spending ratios and preparation capacity. You can change this later.

₹30k
₹50k
₹75k
₹1L
₹1.5L
Income type
Salary

Fixed monthly

Freelance

Variable income

Business

Self-employed

Other

Mixed / irregular

You can change this anytime in Settings.

Preferences
How should Kosha
assist you?

Controls alert frequency, review cadence, and insight delivery. Change anytime in Settings.

Minimal

Stay in the background

Alerts
Urgent only
Reviews
Weekly
Insights
Monthly
Balanced

Smart signals when needed

Recommended
Alerts
Smart
Reviews
As needed
Insights
Weekly
Detailed

Full visibility, daily updates

Alerts
All signals
Reviews
Daily
Insights
Daily

You can change this anytime in Settings.

Financial Confidence
You're starting
at 29%.

Confidence isn't a score to chase. It's a reflection of how well Kosha understands your financial life — and it grows with every cycle and every review.

As Kosha learns, confidence grows
Spending patterns become clearer
Predictions become more reliable
Recommendations become more relevant
Preparation becomes more accurate
Setup Week 1–2 Week 3–4 Month 2+
Setup complete

Account connected. Kosha begins reading your transactions.

Building awareness Week 1–2

Early insights appear. Kosha identifies categories, vendors, spending patterns.

You are here
Predictions sharpen Week 3–4

Kosha begins predicting monthly spend, preparation needs, and category drift.

Fully adaptive Month 2+

Recommendations become highly personalised. Confidence score reaches Reliable state.

From day one

You already have a starting point — your income baseline. Week by week, the picture sharpens. Kosha is always honest about what it knows and what it's still learning.

You're all set,
Vinayaka.

This is the beginning. You're not starting from zero — and with every week, every transaction, every review, Kosha gets sharper.

Kosha already understands
Your monthly income — ₹58,000
Your income source and cycle
Next it will learn
Spending patterns and categories
Recurring obligations and timing
Financial habits and seasonal drift
Starting confidence
29%
Building

Every review and every financial cycle
helps Kosha improve.

Kosha reads transactions. It never moves money or shares your data.

Privacy Policy

Last updated May 2026

What we collect

Transaction history, balance snapshots (read-only), income detection signals. No credentials. No personal identification beyond what you provide.

How we use it

Solely to power Kosha's categorisation, insights, preparation fund calculations, and confidence scoring. Never for advertising.

Storage

All data is encrypted at rest (AES-256) and in transit (TLS 1.3). Stored in India on RBI-compliant servers.

Your rights

Delete your data anytime from Settings → Account → Delete Data. Revoke AA access instantly. All data is purged within 24 hours.

Third parties

We do not sell, rent, or share your financial data with any third party — ever.

Good Evening, Vinayaka
May Overview
Looking Stable
Spending Rising
72% confidence
Kosha Insight
Dining spending is increasing faster than expected.

You've spent ₹4,250 this week — 28% more than usual.

M T W T F S S
This Month
₹18,400
spent
Predicted
₹33,200
+12% vs last
View details
Kosha Briefing
May 20, 2026
Spending pace is on track

₹18,400 spent vs ₹33,200 predicted — 4 days ahead of pace.

Weekend dining is running high

₹9,250 this month — 38% above your usual weekly pattern.

3 transactions need your input

Reviewing them improves prediction accuracy to ~76%.

Preparation Impact
View Plan
Emergency Fund may be delayed by 1 month.
Current Pace
On Track
if continues
Projected
Behind Pace

Weekend dining is reducing your preparation pace.

Review Needed · 3 transactions

Improves prediction confidence

Review Now
Active PreparationView all
🛡️
Emergency Fund
3-month safety net · Ongoing
On Track
67%
Saved₹8k
Target₹12k
Pace+₹2k/mo
Prepared for 2 months · on track
🌴
Vacation Fund
Goa Trip · Jan 2027
Behind Pace
56%
Saved₹8.4k
Target₹15k
Pace+₹1.5k/mo
Behind pace · needs ₹500 more/mo Apply suggestion →
Review
72% Good
Prediction Confidence

3 transactions need your input. Your feedback helps Kosha learn and predict better for you.

Priority Review Queue
Sort by Impact
RK
UPI · Ravi Kumar
Yesterday · 6:12 PM
₹220
Dining · 82%
SK
UPI · Shrikant Store
May 02 · 11:24 AM
₹845
Groceries · 71%
AP
UPI · Amazon Pay
May 02 · 11:47 PM
₹1,299
Shopping · 64%
Your input today improves predictions to ~76% Start reviewing →
Review Together
Kosha grouped 6 transactions because they appear related.

Review once instead of multiple times. Takes about 30 seconds.

Food & dining · Kosha thinks these are the same category
+3 more
Review Impact

Resolving these transactions can improve:

Prediction quality
Monthly pacing accuracy
Preparation confidence
Recently Learned

The assistant now better understands:

Local food vendors (Ravi Kumar, Sharma Dhaba)
Recurring transfer patterns
Weekend spending behaviour
Confidence EvolutionLast 3 months
100% 50% 0% 42% 61% 72% Mar Apr May ↑
+30%

Total gain

3 mo.

Learning time

24

Patterns found

Plan
68% prepared
Active Preparation
4 active funds

Stable preparation across most goals.

Looking Stable
Create FundView all
🛡️
Emergency Fund
3-month safety net · Ongoing
On Track
67%
Saved₹8k
Target₹12k
Pace+₹2k/mo
Prepared for 2 months · on track
🌴
Vacation Fund
Goa Trip · Jan 2027
Behind Pace
56%
Saved₹8.4k
Target₹15k
Pace+₹1.5k/mo
Behind pace · needs ₹500 more/mo Apply suggestion →
Due SoonView all
🏥
Insurance Renewal
Health Insurance premium
Needs Attention
16 days remaining
Amount Due
₹8,200
Uncovered
₹4,700
Saving Pace
+12%

vs last month

Rebalancing

Reducing dining can stabilise your emergency buffer.

Insights
This Month
Insight
Your weekend spending rhythm is becoming more predictable.

Most increases happen after Friday evenings and food delivery spikes. Late-night orders were higher than usual.

Spike Mon Tue Wed Thu Fri Sat Sun
Weekend Pattern
Higher than usual
How we know →
Behavior PatternsView all
Weekend Drift
+28%

Higher spending during weekends

Impacts preparation
Stable Essentials
Consistent

Utility spending consistent for 3 cycles

Positive signal
Late Night Impulse
10PM+

Most discretionary purchases after 10PM

Beware window
Safe Spending Range
₹6,500

Typical discretionary spending before savings goals are impacted

₹0 ₹6.5k ₹10k
Safe zone
Spending RhythmTime · Day

When you spend most — by day and time of day.

Low Normal High Peak
Mon
Tue
Wed
Thu
Fri
Sat
Sun

Friday evenings & Saturday nights are your peak spend windows — most dining spikes happen here.

What's Improving
Utility spending consistent for 3 cycles
+0% drift
Prediction accuracy improved this cycle
+18%
Preparation Impact
Dining increases may delay your emergency fund preparation pace.
Current pace
On track

for Dec 2026

If continues
Delay

to Jan 2027

Potential delay: 7–10 days

Confidence Evolution

Prediction quality improves as the assistant learns your spending behavior over time.

Month 1 42% 61% Month 2 74% Month 3+
+18%

Quality improvement

−18%

Uncertainty reduced

+32%

Pattern recognition

Smart RecommendationsView all
Recommendation
Reduce weekend dining by 15%

May stabilise your preparation pace. Potential benefit: 8 days earlier.

Potential benefit₹1,500 / month
Recommendation
Your utility consistency creates room for a stronger emergency buffer.

Stable essentials spending frees capacity you're not currently using.

Potential benefit₹1,200 / month
Profile & Settings
V
Vinayaka S.

Member since May 2026

Looking Stable · 72%
Monthly income
₹58,000
Active funds
4
Transactions
247
Assistant
Assistant mode

Controls alert frequency and insight delivery

Balanced
Notification preferences

Alerts, weekly summaries, review reminders

Account
Connected accounts

HDFC Bank · linked May 2026

Active
Income settings

₹58,000 / month · Salary

Preparation funds

4 active · Manage contributions

Privacy & Data
How Kosha thinks

Confidence, decisions, and what Kosha interrupts for

72%
Data & privacy

View what Kosha stores about you

Revoke account access

Disconnect HDFC Bank from Kosha

Delete all data

Permanently remove everything

About
Version
1.0.0 (build 42)
Privacy Policy
Terms of Service
Onboarding
View onboarding again

Revisit the setup flow — connection, income, assistant mode

Your financial data is encrypted and stored securely in India.

How Kosha thinks

Confidence, decisions & what Kosha notices

Your current confidence
72%
Looking Stable
Building
0–25%
Learning
26–50%
Reliable
51–75%
Adaptive
76–100%
🔴
0–25% · Building
Kosha is just getting started. Early predictions may be rough — that's expected.
🟡
26–50% · Learning
Patterns are forming. Kosha is noticing your regular habits and vendors.
🔵
51–75% · Reliable
Kosha has a solid understanding of how you spend. You're here now.
🟢
76–100% · Adaptive
Kosha's predictions are highly personalised. It adjusts when your patterns change.

Confidence grows with time and your input. Every review you complete teaches Kosha something it can't learn on its own.

What improves confidence
Categorised transactions
You've reviewed 23 transactions
+18%
Salary pattern recognised
Income received for 3 months
+15%
Recurring bills identified
8 bills tracked successfully
+10%
Preparation funds on track
2 funds are well covered
+8%

Every review you complete teaches Kosha something it can't figure out alone.

What reduces confidence
Uncategorised transactions
14 transactions need review
−8%
Irregular income
Income varies month to month
−5%
New spending patterns
High variance in dining category
−4%
🛡️

These aren't failures — they're honest signals that Kosha hasn't learned this part of your life yet.

Assistant behaviour

How Kosha decides what to interrupt

Your current mode
Balanced
Kosha will reach out when:
A transaction genuinely needs your help
Something could affect a saving goal
Spending starts diverging from your pattern
A deadline or shortfall is approaching
Kosha stays quiet for:
Routine and predictable transactions
Small amounts with a clear pattern
Things it already understands well

Kosha reads every transaction, but only speaks up when it genuinely matters. Your data stays private and is never shared.

Notifications

3 need you · 3 for awareness

Mark all read
All
Needs you
Signals
Today
4 transactions need your review
Reviewing them moves confidence 72% → 74%.
2h ago
Dining is running ahead of your usual pace
₹4,250 this week — 28% more than a normal week.
4h ago
Vacation Fund is ₹500 short this month
Adding ₹500 keeps your Jan 2027 timeline intact.
6h ago
Earlier this week
Salary credited — ₹68,000
Detected 1 Jun. Preparation capacity recalculated.
Mon
You spend 40% more on weekends
A pattern Kosha confirmed across the last 6 weeks.
Sun
Emergency Fund reached 2 months of coverage
Now covering 2 of your 6-month target.
Sat
Insurance premium due in 12 days
₹8,400 · Your buffer already covers it.
Fri

Kosha reads everything but only speaks up when it matters. Your assistant mode is Balancedchange in Settings.

What would you like to add?
Capture something new or prepare for what's ahead.
Create Fund
Set money aside for something you want to be ready for.
Vacation Emergency Fund Gadgets +3 more
Add Due Soon Item
Track an upcoming expense or commitment before it arrives.
Rent Subscription EMI +3 more
Cash Expense
Add expenses not captured through connected accounts.
Income
Bonuses, freelance payments, gifts, reimbursements.
Adjustment
Manually correct or update financial records.
Quick Capture
Cash Expense
Shared
Income

Tap amount to edit

Enter an amount to continue
Category
Dining
Grocery
Transport
Shopping
Utilities
Other
Custom
Design System
KOSHA · Style Guide
01 · Semantic Colors — one role per color
Brand Orange
#FF7A2F · --orange
Brand · Primary CTAs · AI signals · Action alerts · Nav active
Health Green
#4ADE80 · --green
Fund prepared · Positive metrics · On-track · Improving
Confidence Blue
#5B8AF0 · --blue
Confidence scores · Data insights · Info states · Stable
Warning Amber
#F59E0B · --amber
Attention · Deadlines · Upcoming expenses · Partial
Danger Red
#FF3B30 · --red
Critical gaps · Overbudget · Destructive actions only
AI Purple
#A78BFA · --purple
ML insights · Behavioral patterns · AI learning only
02 · Surface Layers — depth hierarchy
Page
#08080C
Body background
Base
#0A0D12 · --bg
App screen bg
Elevated
#0E1520 · --elev
Sheet / overlay bg
Surface
#131922 · --surf
Cards
Hover
#1C2333 · --hov
Interactive hover state
03 · Typography Scale
₹24,00026 · 800 · metric-xl
₹18,40020 · 700 · metric-lg
Good Evening19 · 700 · page greeting
₹8,20017 · 700 · metric-md
Card Title Text13 · 700 · card-title
Body text description copy12 · 400 · 65% · body
Caption supporting text11 · 400 · 40% · caption
SECTION LABEL9 · 600 · 0.13em · eyebrow
04 · Status Chips — semantic usage
Green — fund health · positive
Prepared
Blue — confidence · info
Looking Stable
Amber — warning · attention
Attention
Orange — brand · action
Building
Red — critical · danger only
Critical
Purple — AI patterns only
Pattern Found
05 · Radius
4px · mini icons
7–8px · small
10px · fields
14px · cards
∞ · chips · nav
06 · Spacing
4px · tight gap
6px · micro gap
10px · default
16px · relaxed
20px · loose
28px · section