Uday Hegde and the $20 million test of one island

Uday Hegde put a northern boundary on his ambition. In the early days of USEReady, he told himself he ought to be able to build a $20 million business between 100th Street and Battery Park. If he could not, he should return to corporate life. For a founder considering the possibilities of data, it was an agreeably physical test: an island, a concentration of customers, and a number large enough to make the exercise uncomfortable.

That small piece of geography provides a way into a career that now stretches much further. Hegde co-founded USEReady in 2011 with Lalit Bakshi and remains its chief executive. The company works in data analytics and enterprise AI. Yet his most revealing ideas often concern the things that surround software: education, responsibility, the patience of employees, and the practical question of whether anybody can use what has been built.

The education before the exit

His route into entrepreneurship ran through established organizations. Digital Equipment Corporation, Compaq, Hewlett-Packard and Credit Suisse appear in his career history. He began as a programmer and later worked with financial systems. Seen together, those workplaces give his story a particular setting: large enterprises, where making technology useful also means understanding the institution that has to buy and operate it.

There is an academic thread alongside that corporate one. Hegde belonged to the first student cohort at the International Institute of Information Technology Bangalore and graduated in 2000. He also studied at the National Institute of Engineering in Mysore and completed Harvard Business School’s Owner/President Management program. These are distinct kinds of education, spanning technical study and the work of running a business.

In February 2020, IIIT Bangalore approved his nomination to its governing body under the student alumni category. The appointment made his relationship with the institute unusually tangible. A former student was returning to take part in its governance. A campus can remain a line in a biography; in Hegde’s case, it also became a continuing responsibility.

A decade is a useful unit of time

When speaking to aspiring founders in 2022, Hegde urged them to seek mentors early, protect the work they had already put in, and expect a substantial business to take at least ten years. “Plan for the long haul,” he advised. The timeframe matters. It makes room for the less photogenic parts of entrepreneurship: revisions, accumulated knowledge, and decisions whose results arrive well after the original excitement.

That year, USEReady received growth capital from Boston-based Abry Partners. Hegde connected the investment to expanding practices, geography and global delivery. His discussion with students contained both immediate ambitions and a longer horizon. He was asking them to find experienced help while accepting that even a promising start would require years of attention. Patience, in this account, comes with work attached.

“Plan for the long haul.”

Uday Hegde, advice to aspiring founders, 2022

The classroom inside the company

Hegde’s interest in learning extends into the machinery of his own company. In an essay published in April 2020, he described USEReady’s experience deploying a learning management system. The platform left important needs unmet. His proposed response included colleagues sharing practices, holding meetups, joining discussion forums and learning through webinars. A library of lessons needed people willing to discuss what those lessons meant at work.

He also argued for identifying employees with expertise and a willingness to share it. The implication is quietly demanding: expertise carries a social job. The person who understands a tool can help a whole group use it, provided the organization makes room for that exchange. This is a founder thinking about adoption after the purchase, when the invoice has been paid and the awkward questions are beginning.

The books give that argument some weight. Introducing the third edition of USEReady’s Alteryx practitioner guide, Hegde described 22 practitioners revising a volume approaching 1,000 pages. The revision added five chapters and hands-on exercises, incorporating reader feedback. Whatever else a company wishes to say about education, a book of that size requires people to sit down and do the explaining. It is a considerable amount of homework to set oneself.

His writing on finance automation takes a similarly granular approach. He has examined expense forecasts, cost allocation, error checking and reconciliation: the repeated tasks that fill a working day. He recommends measuring effort before and after automation and sharing the results. The attention to ordinary work is revealing. A claim about transformation becomes easier to assess when someone can point to a task, a process and the time it consumes.

The business crossed the border

USEReady’s expansion into Mississauga added another dimension to the people question. Discussing the move with Lalit Bakshi, Hegde described the value of support from Toronto Global and local government. The founders cited Canada’s regulatory environment, business policies and immigration framework as reasons the location made sense for a company serving banking customers. Geography was again doing practical work in the business plan.

His account of managing change inside USEReady is more specific than an instruction to keep up. He has described an internal learning program called USEReady University, annual reviews of the company’s offerings, and a distinction between expanding existing work and exploring new opportunities. The two receive investment on different cycles. He also says professional development forms part of employee performance expectations. That arrangement gives learning a place in the operating calendar, with consequences beyond attendance at an occasional course. For Hegde, adaptation involves deciding what to continue, what to investigate, and what to stop prioritizing. A founder can be excited by a new technology while still having to make those choices for the people who will work on it.

The account also described employee mobility. An internal poll found that almost 40 percent of employees expressed interest in moving and working in Canada. That figure captures a different side of expansion: the office on a company map can become a place where an employee chooses to build a life. It also explains why a discussion of global delivery can turn, quite naturally, into a conversation about retention and opportunity.

A dashboard can have holes in it

By 2024, Hegde was describing enterprise business intelligence through the image of Swiss cheese. Years of products and reporting systems had left organizations with silos and gaps. His proposed direction was analytics available at the moment of a decision, with AI helping bring analysis and the underlying information closer together. The metaphor has an advantage over most technology diagrams: you can picture the problem before anyone opens a slide deck.

His company’s progress also had a public milestone that year. USEReady received the Salesforce Partner Innovation Award in the Tableau category in September. It is a company achievement within Hegde’s tenure, and part of a longer association with the analytics ecosystem. In 2021, he had already appeared on the Tableau conference program with Kate Strachnyi for a discussion of moving enterprises away from legacy business intelligence platforms.

An answer has a price

In July 2025, Hegde described his idea of “zero-cost intelligence”: analysis becoming a byproduct of business operations. The phrase describes a direction he wants the economics to take. It raises an interesting question for someone whose company grew around analytics: how should the work change when generating an answer becomes easier and cheaper? The useful answer still needs a place inside the business.

He supplied a domestic example from USEReady itself. The company, he said, had recorded and analyzed more than 25,000 sales calls, and was using a bot for training. That is a different expression of his earlier interest in shared knowledge. Conversations that once belonged to individual sellers could become material other people learn from. The training room had acquired an unusually attentive listener.

There is a wry personal note in his writing about the changing data landscape. After years as a practitioner and leader, Hegde expressed impatience with the technical structures that stand between information and its use. “I look forward to the day when I can finally forget my SQL skills,” he wrote. For someone with his technical background, the wish has a certain charm. Experience has given him a precise idea of the work he would like technology to remove.

The agent needs a stopping point

His 2026 comments bring the discussion back to limits. In May, he described USEReady’s direction as orchestration as a service: connecting models, data, workflows and oversight into systems that work together. In June, he argued for defining success before an AI project begins. His concerns included how long an agent should keep trying, what it may spend, and where a human should review the result.

Those are consequential questions precisely because an apparently capable system can keep working. More iterations can mean more expense without enough improvement to justify it. Hegde’s approach gives boundaries a productive role: an agreed quality target and a review point help people decide when to accept, correct or stop the work. The same enterprise that wants automation still needs someone to make that judgment.

The Manhattan benchmark now looks like an early version of a recurring habit: attach a test to an ambition. His company has moved across borders and into technologies that were far from everyday business conversation when it began. Hegde keeps returning to the people expected to use them. Between the first customer and the next AI agent lies a patient set of questions about understanding, usefulness and cost. He has been finding new places to ask them.