Working software in weeks. Not slide decks in months.
We help companies use AI to make better decisions, move faster, and solve the problems that actually matter to their business.
We start with what you are trying to accomplish, not with what technology can do. AI serves your strategy, not the other way around.
Working prototypes in days. Production software in weeks. We move at the speed your business needs, not the speed consulting firms work.
We co-build a working proof-of-concept before any commitment. You decide based on results, not promises.
Founded by Subramanian Iyer, PhD. 20+ years building and deploying AI systems across retail, financial services, manufacturing, and life sciences. Faculty at IIT Bombay and University of Arizona.
We have been in your shoes. We understand what it takes to make AI work inside a real organization.
We have built and deployed AI at companies with 2,000+ locations, thousands of employees, and regulated environments. We bring that experience to every engagement.
Your data, your code, your IP. We build on your infrastructure, under your security requirements. Nothing leaves your environment unless you want it to.
We deliver working software that people actually use, not assessments that sit on a shelf. If it does not change how decisions get made, we have not done our job.
Software that makes your team faster, your decisions better, and your operations smarter.
Connect your data to the decisions that matter. Replace gut feel with evidence. Keep humans in control.
Identify the manual processes that slow your team down. Automate the repetitive work. Free your people for judgment and creativity.
Your organization knows more than any individual. We build systems that capture, search, and apply that collective knowledge.
Not sure where to start? We help you identify the highest-impact opportunities, prioritize them, and build a roadmap that executives and engineers both believe in.
We build and ship. That is what we do.
Demand forecasting, personalization, pricing optimization, supply chain intelligence.
Credit decisioning, relationship analytics, risk modeling, structured solutions.
Drug design, lab operations, scientific workflow automation, regulatory document intelligence.
Real-time operations intelligence for production scheduling, quality, and delivery.
Engineering calculation tools, document extraction, vendor analysis for process industry projects.
Personalized learning paths, mastery tracking, adaptive curriculum.
Board-level AI strategy, M&A integration, experimentation, decision intelligence.
Portfolio evaluation, operational improvement, value creation monitoring.
Inconsistent forecasts across merchandising, supply chain, and finance. Overstocks in some locations, stockouts in others. A prior initiative had floundered for two years.
Unified forecasting platform covering 200K SKUs across 2,000+ stores and online channels. Scaled team from 5 to 45.
$3-4B in free cash flow unlocked through inventory optimization and better planning.
Multiple prior attempts at pricing optimization had failed (external vendors, internal teams). Merchants had lost trust.
Embedded optimization directly into merchant workflows. Merchants see recommendations alongside projected margin impact.
$100M+ profit impact. Rebuilt trust by letting results speak.
A major grocer needed to scale its advertising business but lacked the analytics to optimize it.
Experimentation engines, forecasting models for ad inventory, and optimization to match budgets with customer segments.
30% CAGR at 50% margin.
Zero production visibility. Paper-based scheduling. No data infrastructure. Every late piece is scrap.
Real-time operations platform for production scheduling, machine utilization, scrap analytics, and delivery predictions.
Live on the factory floor. Real-time intelligence where there was none.
You have a process that takes too long, costs too much, or depends on knowledge that lives in people's heads instead of systems.
Every engagement starts with a conversation. We listen first.
AI strategy, architecture review, vendor evaluation, board-level guidance. For companies that need direction before building.
Defined scope, fixed milestones, working software at each gate. We build alongside your team so knowledge transfers as we go.
Not sure yet? We co-build a proof-of-concept. You see the software working on your data before committing to anything.