GENERATIVE AI & LARGE LANGUAGE MODELS
Enterprise AI that understands your business.
Enterprise AI that understands your business.
We build the full stack — AI models, data infrastructure, and intelligent applications — so your teams can act on intelligence in real time. Every solution is designed for production, not PowerPoint.
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.
WHAT DOES SEVEN BILLION DO?
More than you'd expect. And it all ships.
We do not sell tools. We do not hand over decks. We design, build, and deploy working AI and analytics solutions — from strategy to production, with your team, on your data.
Turn Data Into Decisions
We take your messy, siloed, unstructured data and transform it into clear, actionable intelligence your leadership can act on today.
Ship AI — Not Just Pilots
85% of AI projects fail to scale. Ours do not. We build for production from day one — not for demos that die in a slide deck.
Drive Outcomes, Not Outputs
We do not hand over reports. We deliver working solutions with agreed success KPIs, measured from day one.
WHAT DOES SEVEN BILLION DO?
More than you'd expect. And it all ships.
We do not sell tools. We do not hand over decks. We design, build, and deploy working AI and analytics solutions — from strategy to production, with your team, on your data.
Turn Data Into Decisions
We take your messy, siloed, unstructured data and transform it into clear, actionable intelligence your leadership can act on today.
Ship AI — Not Just Pilots
85% of AI projects fail to scale. Ours do not. We build for production from day one — not for demos that die in a slide deck.
Drive Outcomes, Not Outputs
We do not hand over reports. We deliver working solutions with agreed success KPIs, measured from day one.
WHAT DOES SEVEN BILLION DO?
More than you'd expect. And it all ships.
We do not sell tools. We do not hand over decks. We design, build, and deploy working AI and analytics solutions — from strategy to production, with your team, on your data.
Turn Data Into Decisions
We take your messy, siloed, unstructured data and transform it into clear, actionable intelligence your leadership can act on today.
Ship AI — Not Just Pilots
85% of AI projects fail to scale. Ours do not. We build for production from day one — not for demos that die in a slide deck.
Drive Outcomes, Not Outputs
We do not hand over reports. We deliver working solutions with agreed success KPIs, measured from day one.
LLM AGENTS & INTELLIGENT AUTOMATION
Autonomous AI agents that handle complex, multi-step decisions.
Autonomous AI agents that handle complex, multi-step decisions.
Most chatbots answer questions. Our agents take actions. We build multi-agent systems where specialised LLM nodes — a researcher, a reasoner, a validator, an executor — collaborate inside a directed acyclic graph of tasks, with tool-use, memory, and rollback logic built in. Pricing decisions, procurement workflows, triage routing, legal research, compliance checks — all handled end-to-end by AI that knows when to escalate to a human and when to act autonomously.
We use agentic frameworks including LangGraph, CrewAI, and Semantic Kernel — and we instrument every agent with structured logging so you can audit every step of every decision.
Book a demo
"Finding what you needed used to take hours. Now it takes seconds — and the AI assistant has fundamentally changed how our team approaches every case."
"Finding what you needed used to take hours. Now it takes seconds — and the AI assistant has fundamentally changed how our team approaches every case."
Category Manager
Cosmetic D2C Brand India
Hybrid vector + BM25 retrieval over your internal corpus. Semantic chunking, cross-encoder re-ranking, and citation-grounded outputs. We build retrieval pipelines that surface the right information
Directed acyclic task graphs where specialised agents: planner, researcher, critic, executor. Collaborate with shared memory, tool-use, and structured handoffs. Built on LangGraph and CrewAI.
When a frontier model is not precise enough for your domain, we fine-tune using LoRA/QLoRA on your proprietary data. Legal clauses, FMCG demand language, clinical terminology, domain-
Agents that don’t just answer, they act. API calls, database writes, ERP record updates, email drafts, dashboard refreshes. Every tool call is logged, validated, and reversible.
Every Seven Billion system includes AI governance, auditability, full traceability, and production-MLOps — so you can explain every output, audit every decision, and sleep at night.
Every Seven Billion system includes AI governance, auditability, full traceability, and production-MLOps — so you can explain every output, audit every decision, and sleep at night.
WHAT AI LOOKS LIKE AT SEVEN BILLION
AI for decisions, not demonstrations.
Here is what our AI systems actually do in production environments today.
WHAT AI LOOKS LIKE AT SEVEN BILLION
AI for decisions, not demonstrations.
Here is what our AI systems actually do in production environments today.
WHAT AI LOOKS LIKE AT SEVEN BILLION
AI for decisions, not demonstrations.
Here is what our AI systems actually do in production environments today.
HOW WE ENGAGE
From AI Discovery to production deployment.
A structured engagement model that reduces risk across your AI investment, guiding you from initial discussions to full-scale implementation. No wasted spend. No unnecessary experimentation. Only solutions built to deliver real business impact.
PHASE 0
AI Discovery & Alignment
Identify high-impact AI use cases based on your data readiness.
Define clear success metrics with aligned KPIs and measurable business outcomes.
Review relevant case studies and practical examples tailored to your industry.
PHASE 2
AI Prototype
Connect with your real data, including proprietary, structured, and unstructured sources.
Deliver a functional AI model or agent that you can test and interact with.
Generate meaningful insights based on your actual business environment.
PHASE 4
Full-Scale AI Deployment
End-to-end solution development and deployment delivered over a defined timeline.
A dedicated team working closely with your organization at every stage.
Ongoing support, performance monitoring, and model governance included.
PHASE 1
AI Concept Demo
Develop a working AI demo designed around your specific use case.
Use simulated or anonymised data to showcase expected outcomes.
Validate the potential value before any budget commitment is made.
PHASE 3
AI Pilot
Deploy within your production environment for a defined period.
Measure performance against real business constraints and key metrics.
Refine the model using live feedback and actual performance data.
Ready to begin Phase 0? Start the conversation.
HOW WE ENGAGE
From AI Discovery to production deployment.
A structured engagement model that reduces risk across your AI investment, guiding you from initial discussions to full-scale implementation. No wasted spend. No unnecessary experimentation. Only solutions built to deliver real business impact.
PHASE 0
AI Discovery & Alignment
Identify high-impact AI use cases based on your data readiness.
Define clear success metrics with aligned KPIs and measurable business outcomes.
Review relevant case studies and practical examples tailored to your industry.
PHASE 2
AI Prototype
Connect with your real data, including proprietary, structured, and unstructured sources.
Deliver a functional AI model or agent that you can test and interact with.
Generate meaningful insights based on your actual business environment.
PHASE 4
Full-Scale AI Deployment
End-to-end solution development and deployment delivered over a defined timeline.
A dedicated team working closely with your organization at every stage.
Ongoing support, performance monitoring, and model governance included.
PHASE 1
AI Concept Demo
Develop a working AI demo designed around your specific use case.
Use simulated or anonymised data to showcase expected outcomes.
Validate the potential value before any budget commitment is made.
PHASE 3
AI Pilot
Deploy within your production environment for a defined period.
Measure performance against real business constraints and key metrics.
Refine the model using live feedback and actual performance data.
Ready to begin Phase 0? Start the conversation.
HOW WE ENGAGE
From AI Discovery to production deployment.
A structured engagement model that reduces risk across your AI investment, guiding you from initial discussions to full-scale implementation. No wasted spend. No unnecessary experimentation. Only solutions built to deliver real business impact.
PHASE 0
AI Discovery & Alignment
Identify high-impact AI use cases based on your data readiness.
Define clear success metrics with aligned KPIs and measurable business outcomes.
Review relevant case studies and practical examples tailored to your industry.
PHASE 2
AI Prototype
Connect with your real data, including proprietary, structured, and unstructured sources.
Deliver a functional AI model or agent that you can test and interact with.
Generate meaningful insights based on your actual business environment.
PHASE 4
Full-Scale AI Deployment
End-to-end solution development and deployment delivered over a defined timeline.
A dedicated team working closely with your organization at every stage.
Ongoing support, performance monitoring, and model governance included.
PHASE 1
AI Concept Demo
Develop a working AI demo designed around your specific use case.
Use simulated or anonymised data to showcase expected outcomes.
Validate the potential value before any budget commitment is made.
PHASE 3
AI Pilot
Deploy within your production environment for a defined period.
Measure performance against real business constraints and key metrics.
Refine the model using live feedback and actual performance data.
Ready to begin Phase 0? Start the conversation.
SMARTER ENTERPRISES. SHARPER DECISIONS.
"The enterprises making better decisions today are not the ones with more data. They are the ones who finally have the right AI working on it."
ABHIJIT SINGH
FOUNDER & CEO, SEVEN BILLION ANALYTICS
Of our engagements now involve Generative AI or LLM deployments
60%
AI and analytics solutions delivered across 24+ enterprise clients
500+
Quantified business value delivered through AI in production
Rs. 50Cr+
SMARTER ENTERPRISES. SHARPER DECISIONS.
"The enterprises making better decisions today are not the ones with more data. They are the ones who finally have the right AI working on it."
ABHIJIT SINGH
FOUNDER & CEO, SEVEN BILLION ANALYTICS
Of our engagements now involve Generative AI or LLM deployments
60%
AI and analytics solutions delivered across 24+ enterprise clients
500+
Quantified business value delivered through AI in production
Rs. 50Cr+
SMARTER ENTERPRISES. SHARPER DECISIONS.
"The enterprises making better decisions today are not the ones with more data. They are the ones who finally have the right AI working on it."
ABHIJIT SINGH
FOUNDER & CEO, SEVEN BILLION ANALYTICS
Of our engagements now involve Generative AI or LLM deployments
60%
AI and analytics solutions delivered across 24+ enterprise clients
500+
Quantified business value delivered through AI in production
Rs. 50Cr+
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
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 clinical settings. The Seven Billion team took us through their process carefully and built something our physicians actually use. It has given back hours of their day and genuinely improved patient triage."
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 clinical settings. The Seven Billion team took us through their process carefully and built something our physicians actually use. It has given back hours of their day and genuinely improved patient triage."
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 clinical settings. The Seven Billion team took us through their process carefully and built something our physicians actually use. It has given back hours of their day and genuinely improved patient triage."
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
Ideas that drive innovation.
Perspectives on AI, analytics, and the future of enterprise intelligence — from the Seven Billion team.
INSIGHTS
Ideas that drive innovation.
Perspectives on AI, analytics, and the future of enterprise intelligence — from the Seven Billion team.
INSIGHTS
Ideas that drive innovation.
Perspectives on AI, analytics, and the future of enterprise intelligence — from the Seven Billion team.
GOT QUESTIONS?
Questions we hear often.
And if it is not here, just ask. We do not bite.
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 ERP, CRM, or data infrastructure?
What does Phase 0 involve and how much does it cost?
How do you measure return on investment?
Do we need clean or fully prepared data before starting?
Will our internal team be involved during the engagement?
How secure is our data during the engagement?
What happens after deployment is complete?
GOT QUESTIONS?
Questions we hear often.
And if it is not here, just ask. We do not bite.
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 ERP, CRM, or data infrastructure?
What does Phase 0 involve and how much does it cost?
How do you measure return on investment?
Do we need clean or fully prepared data before starting?
Will our internal team be involved during the engagement?
How secure is our data during the engagement?
What happens after deployment is complete?
GOT QUESTIONS?
Questions we hear often.
And if it is not here, just ask. We do not bite.
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 ERP, CRM, or data infrastructure?
What does Phase 0 involve and how much does it cost?
How do you measure return on investment?
Do we need clean or fully prepared data before starting?
Will our internal team be involved during the engagement?
How secure is our data during the engagement?
What happens after deployment is complete?
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. We build and deploy AI that turns complex enterprise data into decisions that matter — across FMCG & Retail, Manufacturing, Logistics & 3PL, Legal and Healthcare. Founded in 2023. Offices in Boston and Bengaluru.
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. We build and deploy AI that turns complex enterprise data into decisions that matter — across FMCG & Retail, Manufacturing, Logistics & 3PL, Legal and Healthcare. Founded in 2023. Offices in Boston and Bengaluru.
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. We build and deploy AI that turns complex enterprise data into decisions that matter — across FMCG & Retail, Manufacturing, Logistics & 3PL, Legal and Healthcare. Founded in 2023. Offices in Boston and Bengaluru.
OFFICE
Boston, USA
Bengaluru, India