GDPi builds, partners with, and recovers AI-native businesses across consumer, construction, manufacturing, supply chain, and private credit. Four people, not a hundred. Real revenue, real margins, in public.
Autonomous reports, dashboards, and decisions. The company runs while you sleep.
Tool calls, traces, workflows. Agents do the work — not just suggest it.
Every action compounds into proprietary data. Every business sharpens the next.
The surface the operator actually uses. Dashboards, workflows, and controls shaped to the business — not a generic SaaS skin.
P&L, customer, inventory, and ops data modeled around how this business actually runs. One source of truth the agents and humans both work from.
Agents trained on the business's own workflows — merchandising, finance, CX, reporting — executing the repeatable work underneath the operator team.
Pick the shape that fits the business. Each one puts the hybrid human + agent operating layer in the seat — the commercial model is what changes.
We stand up a new business — or a new line inside an existing one — on the operating layer from day one. We co-build, take equity, and ship.
We license the operating layer to an existing business and run it alongside the team. Fixed fee for the system, upside tied to the margin we unlock.
We sit on top of a portfolio company as the operating layer. Engagement fee for the seat, carry on the value we create. Built for PE-backed transformations.
The arc looks the same across operators we partner with — distressed, underperforming, or already healthy. Headcount flattens or comes down. Margin expands. The brand and the customer relationship stay yours.
Two-week dive into P&L, team, workflows, and customer data. Joint thesis on where margin actually leaks and what to do about it.
Hybrid human + agent operating layer goes live across go-to-market, finance, ops, and reporting. Operators in the seat, agents underneath.
Cost base re-aligned to the work that compounds. Unprofitable surface area falls away. Margin starts to bend before revenue does.
Headcount flat or down, net income materially higher, every workflow instrumented. The next quarter starts from a stronger base, not from zero.
The brand had distribution, taste, and a loyal customer. Together we installed a hybrid human + agent operating layer underneath the business — a small team of operators paired with agents running merchandising, customer, finance, and reporting. We focused the company on the work that compounded and let the agents carry the load that used to require headcount. Same brand, sharper shape, dramatically more profit per dollar of revenue.
A small operator team makes the calls. Agents execute the repeatable work — merchandising, CX, ops, finance — at near-zero marginal cost.
We concentrated effort on the brand at its best — full-price, full-margin product lines and customers — instead of spreading the team thin across everything.
Profit recovered through structure and focus, not cuts to the brand. Same identity, smaller surface area, far more earnings per dollar of revenue.
GDPi is led by Pranay Srinivasan — 28+ years in global trade, $300M+ in goods sold, 1B+ units made. Founder and CEO of Manufactured, and previously founder of SourceEasy — two of the original SaaS-enabled supply chain platforms for consumer brands. The career has been spent in the seat — sourcing, financing, distributing, and selling physical goods at scale.
Two decades sourcing, producing, and shipping for global apparel, accessories, and lifestyle brands — from Mumbai factories to US and EU retail.
Built and ran cross-border production and trade operations across seven countries. 1B+ units made, $300M+ sold, end-to-end ownership of cost, quality, and delivery.
Founded and operated Manufactured / SourceEasy — a SaaS-enabled production and sourcing platform — for over a decade. Built the software while running the operations it powered.
Helped SMBs make, finance, and distribute goods globally. Hands-on across working capital, inventory financing, and the unglamorous middle of moving product to market.