Operand

Operand is a San Francisco-based company founded in 2024 that builds AI systems intended to substitute for traditional management consulting. Its platform connects to a company's data across multiple sources — sales, inventory, competitor pricing, advertising spend and other systems — and answers business questions submitted through Slack, email or a dashboard, returning analysis, forecasts and recommended next steps rather than periodic reports. Public descriptions of the product emphasize that outputs are verified by human experts, including former MBB (top-tier strategy consulting) staff.

The company's first commercial capability is pricing and discount strategy for e-commerce and retail brands, a segment it says it chose for high data density and fast feedback loops. Additional capabilities described publicly include ad spend management aimed at improving return on ad spend and customer engagement/targeting. Third-party profiles also describe broader analytics applications such as demand forecasting, customer segmentation, churn prediction and marketing mix modeling, and note relevance to private equity portfolio optimization. Sources characterize the company variously as an "AI-enabled consulting firm for consumer retail" and as an AI platform vendor.

Operand participated in Y Combinator's Winter 2025 batch and reported a team size of eight. Leadership is described as Ram Gorthi (CEO), Arjun Sahney (CTO) and Akhil Iyengar (COO); YC lists Gorthi as a Dartmouth mathematics and computer science background and Iyengar as a Cornell dropout who studied CS and economics.

Founding story

Operand was founded in 2024 by Ram Gorthi, Arjun Sahney and Akhil Iyengar. One third-party profile states the founders are engineers and AI specialists rather than career consultants, and that the company was formed on the premise that report-and-billable-hour consulting models are displaced by AI systems capable of continuous, data-driven analysis; that same profile says early traction came from consumer brands and private equity firms.

Business model

Operand sells AI-driven analysis and recommendations to businesses as a substitute for consulting engagements. One third-party profile states that compensation is value-based and tied to measurable business outcomes rather than billable hours or project milestones, and that the company extends its responsibility to implementation and results; this compensation detail is reported by a single aggregator and is not corroborated elsewhere in the available sources.

Sources describe an outcome- or value-based commercial model tied to measurable client results rather than hourly billing, but no pricing, contract structure or revenue figures are disclosed in the available material.

Traction

Company materials state 6-figure P&L improvements for early customers and reference 3x conversion rate improvements from its customer engagement capability. Lighthouse Marine Supply is cited as a customer. Team size is reported at eight. Total disclosed funding across two rounds is $3.5M per one aggregator, while the May 2025 round alone is reported at $3.1M.

Latest developments

The most recent documented event is the May 2025 seed round of $3.1M, intended to fund operations expansion and product development. Publicly announced product roadmap items at that time were ad spend management and customer engagement capabilities beyond the initial pricing and discount strategy product.