
3+ PROTOTYPES
AI Solutions Ready
FinTech, ATM Intelligence, Risk AI.

14 DAYS
New AI MVP Delivery
From idea to working prototype.
Production-Ready Frameworks
From pilot to scalable deployment.
95% PILOT GAP SOLVED
Efficient AI Development
Reduced experimentation expenses.
60-80% LOWER COST
WHAT WE DO
We consult, design, and deliver — starting with a POC so you see value before you scale.
AI solutions tied to real business outcomes.
01
AI
Consulting
We map your data landscape, identify inefficiencies, and design working AI POC/ MVP that directly reduce cost or grow revenue.
02
Proof of Concept (POC)
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
03
AI Spend Optimisation
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
01
AI
Consulting
We map your data landscape, identify inefficiencies, and design working AI POC/ MVP that directly reduce cost or grow revenue.
02
Proof of Concept (POC)
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
03
AI Spend Optimisation
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
01
Fin Tech Companies
— Compliance & Audit Intelligence
Compliance is one of the biggest cost centres in financial services — and one of the highest-risk areas for manual error. We build AI data solutions that automate and strengthen it.
INDUSTRIES WE SERVE
We work where we know the domain — so we solve faster and with fewer surprises.
Deep expertise. Focused verticals.
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01
Automated audit trail generation.
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02
AI-assisted compliance i.e name matching for payment screening.

03
Intelligent KYC / KYB / AML document workflows.
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04
Compliance monitoring and risk scoring ( API & Automation)
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01
Automated audit trail generation.
_gif.gif)
02
AI-assisted compliance i.e name matching for payment screening.

03
Intelligent KYC / KYB / AML document workflows.
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04
Compliance monitoring and risk scoring ( API & Automation)
02
Prop-Tech
— AI Powered ATM/ Machine Intelligence
We build where location intelligence matters — helping institutions make faster, data-backed decisions on physical infrastructure with reduced guesswork.
WHAT WE DO
We consult, design, and deliver — starting with a POC so you see value before you scale.
AI solutions tied to real business outcomes.
01
AI
Consulting
We map your data landscape, identify inefficiencies, and design working AI POC/ MVP that directly reduce cost or grow revenue.
02
Proof of Concept (POC)
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
01
AI
Consulting
We map your data landscape, identify inefficiencies, and design working AI POC/ MVP that directly reduce cost or grow revenue.
03
AI Spend Optimisation
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
02
Proof of Concept (POC)
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
03
AI Spend Optimisation
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
HOW WE WORK
We validate before we scale.
01
Discover
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
02
Design
Build a targeted solution scoped to your specific challenge.
03
Prove
Deliver a working POC on data. You see results before you commit.
04
Scale
Advise on production scaling and data security/ governance standards — with cost control built in from day one.
01
Discover
Before any major commitment, we build a working POC. You validate the idea. Then you decide.
02
Design
Build a targeted solution scoped to your specific challenge.
03
Prove
Deliver a working POC on data. You see results before you commit.
04
Scale
Advise on production scaling and data security/ governance standards — with cost control built in from day one.
HOW WE WORK
We validate before we scale.
01
Discover
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
01
Discover
We audit your current AI readiness, eliminate what’s not delivering, and redesign for better returns.
02
Design
Build a targeted solution scoped to your specific challenge.
02
Design
Build a targeted solution scoped to your specific challenge.
03
Prove
Deliver a working POC on data. You see results before you commit.
03
Prove
Deliver a working POC on data. You see results before you commit.
04
Scale
Advise on production scaling and data security/ governance standards — with cost control built in from day one.
04
Scale
Advise on production scaling and data security/ governance standards — with cost control built in from day one.
WHY IMPACTAI LABS
Rapid Working POC. Real - World Outcomes.
01
POC Before Investment
You see measurable results before any large-scale spend. That’s not a pitch — it’s how we work.
03
Domain Depth
We know Indian FinTech compliance and Eastern India’s ATM/ Branch Optimisation. Less briefing time. Faster results.
02
Cost-Return Thinking
Every solution we recommend is evaluated on what it saves or earns. We won’t suggest AI where it doesn’t deliver.
04
Right-Sized Engagements
Built for AI vision led companies — industry expertise without the large-firm overhead & man-power cost management.
WHY IMPACTAI LABS
Rapid Working POC. Real - World Outcomes.
01
POC Before Investment
You see measurable results before any large-scale spend. That’s not a pitch it’s how we work.
Every solution we recommend is evaluated on what it saves or earns. We won’t suggest AI where it doesn’t deliver.
Cost-Return Thinking
02
03
Domain Depth
We know Indian FinTech compliance and Eastern India’s ATM/ Branch Optimisation. Less briefing time. Faster results.
Built for AI vision led companies — industry expertise without the large-firm overhead & man-power cost management.
Right-Sized Engagements
04
FROM THE FOUNDER
Your AI can make your business more productive than you know of.
Most businesses I interact with face real operational challenges in financial compliance and ATM/machine optimisation, yet many are still unaware of how effectively AI can address them.
My goal is to bridge the gap between founders and AI, foster a sustainable AI-driven community, and turn complex business problems into practical solutions.
We start with a POC. We prove the value and solve the challenge. Then we help you decide — cost-efficiently, and on your terms.

Subhajit Gupta
Founder & Principal Consultant, ImpactAI Labs, Kolkata
“The right AI solution doesn’t just solve a problem. It changes the economics of your entire operation.”






