Accelerators
›Purpose-built LLM systems, multi-agent reasoning workflows, and domain-adapted models.
Universal semantic metric layers, natural language querying, and executive intelligence.
Mathematical constraint solvers (MILP, CP-SAT) for scheduling, allocation, and routing.
Pragmatic ERP modernisation, event-driven API mesh, and custom operational applications.
Industry Trends in AI & Analytics
Practical benchmarks on what actually works when moving AI from pilot to production.
Predictive models that optimize complex supply & demand decisions.
We engineer production machine learning pipelines and constraint-based optimization engines that automate dynamic pricing, inventory allocation, and yield forecasting.
Map your schema with our principal engineers. Receive a deterministic feasibility roadmap within 48 hours.
Measure every yield curve before production.
Every optimization algorithm is bound to mathematical constraints and floor reality—not theoretical abstractions.
Autonomous workflows tailored to your enterprise schema.
Standard machine learning models fail in manufacturing and supply chain because they do not account for physical constraints—machine downtime, supplier lead-time variance, and shelf-life decay. We combine stochastic forecasting with mixed-integer linear programming (MILP) to generate actionable schedules.
Explore Workflow Architecture →| SKU / Product Line | Delhi Deficit | Optimal Source | Projected OTIF |
|---|---|---|---|
| Classic Salted Crisps 150g | -1,850 Cases | Reallocate from Jaipur Hub | Resolved |
| Spicy Peri Peri Mix 200g | -920 Cases | Expedite Pune Plant Batch #4 | In Transit |
| Roasted Masala Peanut 100g | -450 Cases | Local Distributor Swap | Matched |
Proprietary Accelerators with Live Simulation
Experience our production-tested engines. Calibrated on enterprise supply chains with over 50,000 SKUs.
Demand & Supply Planning Accelerator
Multi-Echelon Optimization & Exception Management
From schema audit to production in 6 weeks.
A battle-tested deployment framework designed to satisfy strict enterprise security clearances without slowing engineering execution.
How Bharat Crunch Foods eliminated supply chain blindspots across 6 manufacturing plants.
Rapid demand surges during seasonal peaks caused severe stockouts in regional distribution centers while excess inventory sat in central warehouses. Seven Billion deployed the Demand & Supply Planning Accelerator, which combined stochastic demand forecasting with mixed-integer allocation solving. The system resolved 10 daily critical bottlenecks in under 3 minutes, unlocking ₹4.2 Cr in idle working capital.
Everything you need to know about deployment & security.
The fastest path to custom AI built for your schema.
Schedule a 30-minute architecture discovery call with our principal engineers. We will map your highest-friction operational workflow and deliver an actionable technical blueprint.
