AI & Data Analytics
Most AI projects don’t survive the pilot. Ours do.
Most AI projects don’t survive the pilot. Ours do.
A team of data scientists and AI engineers — 24 enterprise clients, 6 industries, Rs. 50Cr+ delivered in production. We build AI that ships. Not demos.
“They delivered in 12 weeks what our internal team had been trying to build for two years — and what they built is actually running in production today.”
Head of Supply Chain
Global FMCG Group
Trusted by enterprises across F&B, Manufacturing, Logistics, and Legal.
Trusted by enterprises across F&B, Manufacturing, Logistics, and Legal.
Trusted by enterprises across F&B, Manufacturing, Logistics, and Legal.
THE PROBLEM
The real problem isn’t your data. It’s what happens — or doesn’t —after the analysis.
The real problem isn’t your data. It’s what happens — or doesn’t —after the analysis.
Most enterprises have more data than they can effectively use, and fewer confident decisions than they should. The challenge is not the volume of data, but the lack of the right intelligence layer needed for effective analytics and decision-making at the speed and scale modern businesses require.
You've invested in data.
Decisions still feel the same.
Most enterprises have dashboards. Most leadership teams still run on instinct — because the data is never quite in the right form, at the right time, for the right person. That is not a data problem. It is a decision design problem.
Most enterprises have dashboards. Most leadership teams still run on instinct — because the data is never quite in the right form, at the right time, for the right person. That is not a data problem. It is a decision design problem.
You've tried AI.
It worked in the sandbox.
We have taken over four AI projects from other vendors in the last 18 months. Every one had the same story: impressive demo, clean test data, a model that looked great in staging. Building AI that survives contact with reality requires a different approach.
Your team can't act on
what they can't trust.
The gap between a model output and a confident business decision is wider than most AI vendors admit. We close that gap by designing every system backward from the decision — not forward from the data.
WHO WE ARE
We are not consultants who learned to prompt AI. We are the people who build it.
We are not consultants who learned to prompt AI. We are the people who build it.
We started in 2020 with one conviction: the value of AI is in the decision it enables, not the model it runs on. We do not do strategy decks. We take your data, your constraints, and your environment — and build something that runs in your operations, measured against your numbers.
Enterprise clients across 6 industries
24+
24+
Quantified business value delivered in production
Rs. 50Cr+
Building AI — not since the hype cycle, from the start
3 Years
3 Years
OUR SOLUTIONS
Intelligence that delivers real outcomes.
We build AI and analytics solutions that move from pilot to production — fast
Generative AI & ML
Business Intelligence
Supply Chain Optimization
Manufacturing Analytics
Legal Analytics
SOLUTIONS
What we build.
Five practice areas. All running in production.
Generative AI & LLM Systems
Business Intelligence & Analytics
Supply Chain Intelligence
Manufacturing Analytics
Legal Analytics
ENGAGEMENT MODEL — PHASE 0 TO 4
From first conversation to full deployment. No wasted budget. No surprises.
We built this model after watching too many AI projects die between pilot and production. Every phase has a clear deliverable and a clear decision point. You control how far you go.
PHASE 0
Phase 0 — AI Discovery | 2 weeks | Fixed fee or complimentary
We map your data, your decision flows, and identify the 3–5 use cases where AI creates the most measurable value.
You get a prioritised plan and a realistic deployment brief before any development begins.
Output: A clear brief. No obligation to proceed.
PHASE 2
Phase 2 — Prototype | 4–6 weeks
We connect to your real data — your ERP, your data warehouse, your proprietary sources.
A functional model or agent you can test against your actual business environment. This is where we find the edge cases, deliberately, before production.
Output: A working prototype. Performance benchmarks.
PHASE 4
Phase 4 — Full Deployment | Defined timeline
End-to-end implementation, team training, integration with your systems, and go-live. A dedicated team, clear milestones, and ongoing support after launch. We do not disappear at go-live.
Output: A live system. Monitoring in place. Your team trained and independent.
PHASE 1
Phase 1 — Concept Demo | 2–3 weeks
A working demo built around your specific use case — not a generic product walkthrough.
We use simulated or anonymised data to show you exactly what the system will do.
Output: A live demo you can interact with. A go / no-go decision.
PHASE 3
Phase 3 — Pilot | 4–8 weeks
Live in your production environment, limited scope. We measure performance against real business constraints, gather feedback from daily users, and refine the model. This is the phase most vendors skip. We do not.
Output: Validated production performance. A deployment decision with evidence.
Phase 0 is the lowest-risk way to begin.
ENGAGEMENT MODEL — PHASE 0 TO 4
From AI Discovery to production deployment.
We built this model after watching too many AI projects die between pilot and production. Every phase has a clear deliverable and a clear decision point. You control how far you go.
PHASE 0
AI Discovery (2 Weeks)
Fixed fee or Complimentry
We map your data, your decision flows, and identify the 3–5 use cases where AI creates the most measurable value.
You get a prioritised plan and a realistic deployment brief before any development begins.
Output: A clear brief. No obligation to proceed.
PHASE 2
AI Prototype (4-6 Weeks)
We connect to your real data — your ERP, your data warehouse, your proprietary sources.
A functional model or agent you can test against your actual business environment. This is where we find the edge cases, deliberately, before production.
Output: A working prototype. Performance benchmarks.
PHASE 4
Full-Scale AI Deployment
End-to-end implementation, team training, integration with your systems, and go-live. A dedicated team, clear milestones, and ongoing support after launch. We do not disappear at go-live.
Output: A live system. Monitoring in place. Your team trained and independent.
PHASE 1
AI Concept Demo (2-3 Week)
A working demo built around your specific use case — not a generic product walkthrough.
We use simulated or anonymised data to show you exactly what the system will do.
Output: A live demo you can interact with. A go / no-go decision.
PHASE 3
AI Pilot
Live in your production environment, limited scope. We measure performance against real business constraints, gather feedback from daily users, and refine the model. This is the phase most vendors skip. We do not.
Output: Validated production performance. A deployment decision with evidence.
Phase 0 is the lowest-risk way to begin.
ENGAGEMENT MODEL — PHASE 0 TO 4
From first conversation to full deployment. No wasted budget. No surprises.
We built this model after watching too many AI projects die between pilot and production. Every phase has a clear deliverable and a clear decision point. You control how far you go.
PHASE 0
Phase 0 — AI Discovery | 2 weeks | Fixed fee or complimentary
We map your data, your decision flows, and identify the 3–5 use cases where AI creates the most measurable value.
You get a prioritised plan and a realistic deployment brief before any development begins.
Output: A clear brief. No obligation to proceed.
PHASE 2
Phase 2 — Prototype | 4–6 weeks
We connect to your real data — your ERP, your data warehouse, your proprietary sources.
A functional model or agent you can test against your actual business environment. This is where we find the edge cases, deliberately, before production.
Output: A working prototype. Performance benchmarks.
PHASE 4
Phase 4 — Full Deployment | Defined timeline
End-to-end implementation, team training, integration with your systems, and go-live. A dedicated team, clear milestones, and ongoing support after launch. We do not disappear at go-live.
Output: A live system. Monitoring in place. Your team trained and independent.
PHASE 1
Phase 1 — Concept Demo | 2–3 weeks
A working demo built around your specific use case — not a generic product walkthrough.
We use simulated or anonymised data to show you exactly what the system will do.
Output: A live demo you can interact with. A go / no-go decision.
PHASE 3
Phase 3 — Pilot | 4–8 weeks
Live in your production environment, limited scope. We measure performance against real business constraints, gather feedback from daily users, and refine the model. This is the phase most vendors skip. We do not.
Output: Validated production performance. A deployment decision with evidence.
Phase 0 is the lowest-risk way to begin.
FOUNDER POV
“Every client we have met has a dashboard problem. Too many dashboards, none of them driving action, and the people who built them have moved on. We stopped building dashboards in 2022. Every system we build now is designed around a decision — not a report.”
Abhijit Singh | Founder & CEO, Seven Billion Analytics
FOUNDER POV
“Every client we have met has a dashboard problem. Too many dashboards, none of them driving action, and the people who built them have moved on. We stopped building dashboards in 2022. Every system we build now is designed around a decision — not a report.”
Abhijit Singh | Founder & CEO, Seven Billion Analytics
FOUNDER POV
“Every client we have met has a dashboard problem. Too many dashboards, none of them driving action, and the people who built them have moved on. We stopped building dashboards in 2022. Every system we build now is designed around a decision — not a report.”
Abhijit Singh | Founder & CEO, Seven Billion Analytics
CASE STUDY PREVIEWS
AI for decisions. Not demonstrations.
AI for decisions. Not demonstrations.
What our systems actually do in production today.
INDUSTRIES
Industries we support.
Industries we support.
We bring deep domain expertise to sectors where data-driven decisions are critical, helping organizations move faster, operate more efficiently, and stay ahead of the competition.
We bring deep domain expertise to sectors where data-driven decisions are critical, helping organizations move faster, operate more efficiently, and stay ahead of the competition.
Demand forecasting, inventory optimisation, and supply chain intelligence that keep products moving and margins strong. From SKU-level visibility to regional demand insights.
Demand forecasting, inventory optimisation, and supply chain intelligence that keep products moving and margins strong. From SKU-level visibility to regional demand insights.
Learn more
Learn more
FMCG & Retail
FMCG & Retail
Manufacturing
Digital twins, production planning, and predictive maintenance that reduce downtime and improve output. Turn operational data into a real competitive advantage.
Digital twins, production planning, and predictive maintenance that reduce downtime and improve output. Turn operational data into a real competitive advantage.
Learn more
Learn more
Manufacturing
AI-powered document processing, case insights, and compliance support that help legal teams work more efficiently and make better decisions without relying on manual processes.
AI-powered document processing, case insights, and compliance support that help legal teams work more efficiently and make better decisions without relying on manual processes.
Learn more
Learn more
Legal Services
Legal Services
Logistics & 3PL
Route optimisation, warehouse visibility, and real-time tracking that reduce costs and improve delivery speed. Less uncertainty, more operational efficiency.
Route optimisation, warehouse visibility, and real-time tracking that reduce costs and improve delivery speed. Less uncertainty, more operational efficiency.
Learn more
Learn more
Logistics & 3PL
TECHNOLOGIES
The platforms and models behind our Solutions.
We take a flexible, model-agnostic and cloud-agnostic approach. The right mix of platforms, foundation models, and data infrastructure is selected based on each client’s environment, governance needs, and scale.
TECHNOLOGIES
The platforms and models behind our Solutions.
We take a flexible, model-agnostic and cloud-agnostic approach. The right mix of platforms, foundation models, and data infrastructure is selected based on each client’s environment, governance needs, and scale.
How a leading F&B enterprise unified its reporting and cut review cycles by 60% with Seven Billion
Read case study
60%
Reduction in monthly reporting effort across 15+ SKUs
Before working with Seven Billion, our data was scattered and difficult to rely on. Now every region, every SKU, and every distribution channel is visible in one place, and our leadership team has confidence.
Supply Chain Director
F&B Group
40%
Reduction in stockouts in first quarter post-deployment
How a leading F&B enterprise unified its reporting and cut review cycles by 60% with Seven Billion
Read case study
60%
Reduction in monthly reporting effort across 15+ SKUs
Before working with Seven Billion, our data was scattered and difficult to rely on. Now every region, every SKU, and every distribution channel is visible in one place, and our leadership team has confidence.
Supply Chain Director
F&B Group
40%
Reduction in stockouts in first quarter post-deployment
How a leading F&B enterprise unified its reporting and cut review cycles by 60% with Seven Billion
Read case study
60%
Reduction in monthly reporting effort across 15+ SKUs
Before working with Seven Billion, our data was scattered and difficult to rely on. Now every region, every SKU, and every distribution channel is visible in one place, and our leadership team has confidence.
Supply Chain Director
F&B Group
40%
Reduction in stockouts in first quarter post-deployment
The lowest-risk way to find out if AI is right for your business.
Phase 0 is a two-week discovery that tells you exactly which problems AI can solve, what it will take to build, and what it will cost. No obligation beyond it.
BOOK A DISCOVERY CALL
Structured onboarding
Every engagement begins with a clear scoping process. We align on use cases, data readiness, and success metrics before any development begins. No surprises and no wasted effort.
Fast time to value
Our Phase 0 to 4 delivery model is designed for speed. Most clients see a working proof of concept within weeks of the initial discussion, with production rollout following shortly after.
Flexible integrations
We work with your existing systems such as SAP, Salesforce, Databricks, Power BI, or custom data pipelines. Our solutions integrate smoothly into the tools your teams already rely on.
Scalable for growth
Everything we build is designed to scale from the start. As your business evolves and requirements grow, the underlying architecture adapts without the need for major rework.
The lowest-risk way to find out if AI is right for your business.
Phase 0 is a two-week discovery that tells you exactly which problems AI can solve, what it will take to build, and what it will cost. No obligation beyond it.
Get started with Seven Billion
Structured onboarding
Every engagement begins with a clear scoping process. We align on use cases, data readiness, and success metrics before any development begins. No surprises and no wasted effort.
Fast time to value
Our Phase 0 to 4 delivery model is designed for speed. Most clients see a working proof of concept within weeks of the initial discussion, with production rollout following shortly after.
Flexible integrations
We work with your existing systems such as SAP, Salesforce, Databricks, Power BI, or custom data pipelines. Our solutions integrate smoothly into the tools your teams already rely on.
Scalable for growth
Everything we build is designed to scale from the start. As your business evolves and requirements grow, the underlying architecture adapts without the need for major rework.
The lowest-risk way to find out if AI is right for your business.
Phase 0 is a two-week discovery that tells you exactly which problems AI can solve, what it will take to build, and what it will cost. No obligation beyond it.
BOOK A DISCOVERY CALL
Structured onboarding
Every engagement begins with a clear scoping process. We align on use cases, data readiness, and success metrics before any development begins. No surprises and no wasted effort.
Fast time to value
Our Phase 0 to 4 delivery model is designed for speed. Most clients see a working proof of concept within weeks of the initial discussion, with production rollout following shortly after.
Flexible integrations
We work with your existing systems such as SAP, Salesforce, Databricks, Power BI, or custom data pipelines. Our solutions integrate smoothly into the tools your teams already rely on.
Scalable for growth
Everything we build is designed to scale from the start. As your business evolves and requirements grow, the underlying architecture adapts without the need for major rework.
TESTIMONIALS
What our clients say about Solutions that deliver.
Do not just take our word for it. Hear directly from the organizations we have helped improve through data, analytics, and practical implementation.
VP Operations
Leading E-Commerce Platform
"Seven Billion built us an AI agent that makes 250,000 SKU-level pricing and inventory decisions every single day. Our operations team went from managing spreadsheets to managing outcomes. The shift was immediate and measurable."
250k
Daily AI decisions
12%
Revenue uplift
Medical Director
Multi-Specialty Hospital Group
"We were sceptical about AI in a clinical setting. The Seven Billion team told us when our data was not ready — which no vendor had ever done before. What they built is something our physicians actually use. It has given back hours of their day."
3+
Hours saved per physician per day
18%
Reduction in stockouts
Chief Supply Chain Officer
FMCG Enterprise
"Their GenAI production planner transformed how we schedule our manufacturing lines. We are not just saving money — we are making better decisions faster. It paid back in the first quarter."
Rs. 4.2Cr
annual savings
18%
Reduction in changeover losses
TESTIMONIALS
What our clients say about Solutions that deliver.
Do not just take our word for it. Hear directly from the organizations we have helped improve through data, analytics, and practical implementation.
VP Operations
Leading E-Commerce Platform
"Seven Billion built us an AI agent that makes 250,000 SKU-level pricing and inventory decisions every single day. Our operations team went from managing spreadsheets to managing outcomes. The shift was immediate and measurable."
250k
Daily AI decisions
12%
Revenue uplift
Medical Director
Multi-Specialty Hospital Group
"We were sceptical about AI in a clinical setting. The Seven Billion team told us when our data was not ready — which no vendor had ever done before. What they built is something our physicians actually use. It has given back hours of their day."
3+
Hours saved per physician per day
18%
Reduction in stockouts
Chief Supply Chain Officer
FMCG Enterprise
"Their GenAI production planner transformed how we schedule our manufacturing lines. We are not just saving money — we are making better decisions faster. It paid back in the first quarter."
Rs. 4.2Cr
annual savings
18%
Reduction in changeover losses
TESTIMONIALS
What our clients say about Solutions that deliver.
Do not just take our word for it. Hear directly from the organizations we have helped improve through data, analytics, and practical implementation.
VP Operations
Leading E-Commerce Platform
"Seven Billion built us an AI agent that makes 250,000 SKU-level pricing and inventory decisions every single day. Our operations team went from managing spreadsheets to managing outcomes. The shift was immediate and measurable."
250k
Daily AI decisions
12%
Revenue uplift
Medical Director
Multi-Specialty Hospital Group
"We were sceptical about AI in a clinical setting. The Seven Billion team told us when our data was not ready — which no vendor had ever done before. What they built is something our physicians actually use. It has given back hours of their day."
3+
Hours saved per physician per day
18%
Reduction in stockouts
Chief Supply Chain Officer
FMCG Enterprise
"Their GenAI production planner transformed how we schedule our manufacturing lines. We are not just saving money — we are making better decisions faster. It paid back in the first quarter."
Rs. 4.2Cr
annual savings
18%
Reduction in changeover losses
INSIGHTS
From the Seven Billion team.
Things we have noticed doing this work. Written for people who make decisions, not people who read press releases.
INSIGHTS
Ideas that drive innovation.
Things we have noticed doing this work. Written for people who make decisions, not people who read press releases.
INSIGHTS
From the Seven Billion team.
Things we have noticed doing this work. Written for people who make decisions, not people who read press releases.
FAQ
Straight answers to the questions that matter.
If it is not here, just ask.
Can't find your answer?
Book a call with the team
→
Email us at hello@sevenbillion.co
How long does a typical engagement take?
Can your systems integrate with our existing infrastructure?
What does Phase 0 cost?
How do you measure ROI?
Do we need clean data before starting?
Will our internal team be involved?
How is our data kept secure?
What happens after deployment?
GOT QUESTIONS?
Questions we hear often.
If it is not here, just ask.
Can't find your answer?
Book a call with the team
→
Email us at hello@sevenbillion.co
How long does a typical engagement take?
Can your systems integrate with our existing infrastructure?
What does Phase 0 cost?
How do you measure ROI?
Do we need clean data before starting?
Will our internal team be involved?
How is our data kept secure?
What happens after deployment?
GOT QUESTIONS?
Straight answers to the questions that matter.
If it is not here, just ask.
Can't find your answer?
Book a call with the team
→
Email us at hello@sevenbillion.co
How long does a typical engagement take?
Can your systems integrate with our existing infrastructure?
What does Phase 0 cost?
How do you measure ROI?
Do we need clean data before starting?
Will our internal team be involved?
How is our data kept secure?
What happens after deployment?
The lowest-risk way to find out if AI is right for your business.
Phase 0 is a two-week discovery that tells you exactly which problems AI can solve, what it will take to build, and what it will cost. No obligation beyond it.
ABOUT Seven Billion
Seven Billion is an Applied AI company — a team of data scientists and AI engineers who build and deploy AI systems that run in production. Founded in 2020. Offices in Boston, USA and Bengaluru, India.
OFFICE
Boston, USA
Bengaluru, India
Intelligence that delivers starts here.
Whether you are mapping your first AI use case or scaling AI across the enterprise, we will help you cut through the noise and build something that actually ships.
ABOUT Seven Billion
Seven Billion is an Applied AI company — a team of data scientists and AI engineers who build and deploy AI systems that run in production. Founded in 2020. Offices in Boston, USA and Bengaluru, India.
OFFICE
Boston, USA
Bengaluru, India
The lowest-risk way to find out if AI is right for your business.
Whether you are mapping your first AI use case or scaling AI across the enterprise, we will help you cut through the noise and build something that actually ships.
ABOUT Seven Billion
Seven Billion is an Applied AI company — a team of data scientists and AI engineers who build and deploy AI systems that run in production. Founded in 2020. Offices in Boston, USA and Bengaluru, India.
OFFICE
Boston, USA
Bengaluru, India
INDUSTRIES
Industries we support.
We bring deep domain expertise to sectors where data-driven decisions are critical, helping organizations move faster, operate more efficiently, and stay ahead of the competition.
Demand forecasting, inventory optimisation, and supply chain intelligence that keep products moving and margins strong. From SKU-level visibility to regional demand insights.
Learn more
FMCG & Retail
Manufacturing
Digital twins, production planning, and predictive maintenance that reduce downtime and improve output. Turn operational data into a real competitive advantage.
Learn more
AI-powered document processing, case insights, and compliance support that help legal teams work more efficiently and make better decisions without relying on manual processes.
Learn more
Legal Services
Logistics & 3PL
Route optimisation, warehouse visibility, and real-time tracking that reduce costs and improve delivery speed. Less uncertainty, more operational efficiency.
Learn more