Frequently asked questions.

Not buy software. Week one is discovery: we map where the P&L leaks, interview the operators who live with the process, and identify the two or three AI use cases worth pursuing. No licenses. No vendor demos. The technology decision comes after we know what the business needs.

A fixed-fee, fixed-scope engagement that finds the AI use cases that can move EBITDA within two quarters. Four weeks for a single business unit; up to twelve for multi-site or multi-entity operations. The fee is $40K to $100K depending on scope. You get the use cases, the named owners, the production roadmap, and the investment case.

Our eight-agent enterprise AI system for a manufacturer returned 547% ROI with a 2.6-month payback across three global sites. Our 68-agent retail platform reached 70% daily employee adoption. We measure in margin and payback, not in pilots launched.

We are operators. Nahel Gandhi, our Chief AI Officer, ran technology at a $2B consumer products company and global IT and IoT at a $27B manufacturer. We do AI enablement of people, process, and technology: the strategy, the workflow changes, and the production systems, delivered by people who have carried a P&L. No handoff to a junior team. No 200-slide readout.

PE-backed companies from $100M to $10B in manufacturing, industrial distribution, logistics, consumer products, and retail. We also work with public and private companies.

Companies that want an AI strategy document instead of production systems. Teams that want AI without changing how people work. Anyone shopping for the cheapest pilot.

It means AI only creates value when all three change together. New technology on top of old processes produces demos, not returns. We redesign the workflow, enable the people who run it, and put the technology in service of the operating model.

A twenty-minute conversation, operator to operator. Contact: nahel@parinamas.com