Tony Aug and the job that became the next move

Tony Aug had a perfectly serviceable reason to start consulting: it would occupy him while he worked out what to do next. There was work he understood, clients who needed help, and no immediate requirement to turn the arrangement into a grand theory of his future. Then the work became interesting enough to keep him there. Former colleagues began joining. The next move was already happening.

For someone who now runs an AI, data and digital engineering consultancy, it is an appealingly untidy beginning. The beginning was ordinary enough to be recognizable to anyone between jobs: take on something useful, see where it leads, and allow the answer to change. A provisional choice became Nimble Gravity. The company grew around problems Aug and his colleagues thought they could help solve.

That beginning helps explain the question running through his career: what happens when an idea has to work? Inside an electronics manufacturer, the question concerns systems, supply chains and people depending on them. Inside a consultancy, it concerns a promise to a client. Inside an AI project, it arrives just after the demonstration, when everyone has applauded and somebody has to change the routine.

An engineer on both sides of the table

Aug studied electrical and electronics engineering at the University of Colorado Colorado Springs. His working life would extend well beyond a single engineering specialty. Sanmina put him in technology leadership within electronics manufacturing. At Arrow Electronics, he held senior digital technology roles and worked on acquisition strategy and integration. He had experience with the machinery of a large organization, including the parts that rarely fit neatly onto an organizational chart.

There is a particular education in making an acquired business work alongside an existing one. Systems have histories. Teams have habits. An apparently straightforward decision can acquire a surprising number of dependencies. Aug’s later interest in connecting strategy with delivery makes sense against that background. He had held roles in which the consequences of a technology decision continued long after the presentation ended.

He also co-founded TimZon, the live chat software business later known as SnapEngage, which came through TechStars. That adds a different scale to the picture: software entrepreneurship alongside corporate operating experience. A company trying to build a product and a company trying to integrate an acquisition face different constraints. Both have to discover whether a proposed solution is useful to someone else.

The provisional plan acquires colleagues

Aug co-founded Nimble Gravity with Joe Ackert in 2019. The early recruiting method was refreshingly direct: contact people they had worked with before and ask whether they wanted to join. Existing relationships gave the business somewhere to begin. People who had already seen one another work could consider taking on a different kind of assignment together.

By January 2025, the firm had received a growth investment from Denver-based Rallyday Partners. Its team numbered more than 200 across five offices, including Denver, Guadalajara, Mexico City, Buenos Aires and Medellín. The temporary occupation had acquired an international footprint. Aug’s stated ambition was a consultancy able to connect strategy and design with the engineering required to deliver them.

Ackert brought the other founder’s view of that arrangement. Having been operators themselves, the pair wanted to offer the kind of help they would have welcomed in those earlier jobs. It is a useful test for a consulting proposition. Imagine receiving your own recommendation, together with the budget, systems and people you actually have. Would you know what to do on Monday?

“until I figured out what I wanted to do next”

Tony Aug, recalling why he began consulting

A bigger firm, a familiar assignment

In August 2025, Nimble Gravity acquired Fog Solutions. The deal added 50 data and AI specialists, primarily in the United States, bringing the combined workforce to approximately 250. Fog’s experience with Microsoft Azure and Databricks extended the firm’s capacity to build the infrastructure behind its advice. The acquisition followed the integrations of Colombia’s iGerencia and Argentina’s mDEVZ.

For Aug, the transaction brought his current business into contact with a familiar subject: combining organizations. The announcement emphasized the ability to support clients from deciding what to do with their data through carrying out the work. Buying additional expertise creates the opportunity to do that across more engagements. It also makes the founder’s original operating question larger. How does a growing collection of teams keep delivering a coherent service?

The applause is the easy part

Aug’s writing gives that question a more immediate form. In July 2025, he described AI projects that perform well in a pilot and then disappear into organizational indifference. A technical success can sit beside a business failure. People keep working as before; nobody records the effect; the promised improvement becomes difficult to identify.

His prescription begins before deployment, with a record of existing performance. Measure again afterward, or compare similar groups using different approaches. Decide what people will do with the system’s output and how their responsibilities change. Include training and feedback. This is an account of implementation in which the model shares the stage with a rather less glamorous cast: process owners, operating measures and the people expected to use it.

The humor in his title is characteristic of the argument. AI can become Abandoned Implementation. It is a small joke aimed at a costly habit. An impressive demonstration can buy attention; it cannot establish what changed in the business. For a founder selling the work that follows, the distinction is central to what the customer is purchasing.

The exception has entered the chat

In an earlier essay on robotic process automation, Aug examined why scripted approaches can disappoint. A process looks orderly until a document arrives in an unexpected format, a page changes, or a decision requires context. People who know the work find themselves waiting for someone else to repair the automation. The anticipated saving acquires a maintenance bill.

He sees an opportunity for reasoning systems to handle more of that variation and for business users to participate more directly. The revealing detail is his attention to who owns the process. The person explaining an exception often understands something the original specification left out. His argument gives those people a role in improving the system, rather than treating their knowledge as material to collect once and file away.

The field guide gets another edition

By May 2026, Aug was writing a practical guide to the different ways people could connect Claude to documents, tools and recurring work. The subject can become a thicket of product names and integration choices. His organizing preference was to begin with simpler methods and add complexity when the work justified it. Technical sophistication, in this account, includes knowing when a smaller arrangement will do.

In September, he returned with an updated edition. The emphasis had shifted toward authority: accessing information and taking action inside another system involve different decisions. A tool that finds a document and a tool that changes it raise different operating questions. His advice remained deliberately modest: start with the least complicated approach that solves the problem.

The company was also becoming more specific about where it intended to apply that thinking. In May 2026, Nimble Gravity launched an Applied Anthropic Practice serving banking, financial services and insurance. The announcement described a group of more than 20 Claude Certified Architect Foundations engineers. It placed the work inside the platforms clients already used, including Azure and Databricks, with attention to the governance needed for production systems.

The people behind the operating habits

Aug’s own account of leadership gives a substantial place to Vin Melvin, a former boss and mentor. They worked together across more than 15 years and multiple companies. Aug singles out the first five years as particularly influential. He admires the combination of technical understanding and business judgment, and says much of his leadership developed through observing Melvin.

In his February 2026 conversation with Ryan Heckman on The Founders’ Journey, Aug also discussed growing up in an educator household. The episode connects that upbringing with an interest in understanding how things work. Set beside his later writing, it suggests an enduring subject for him: how people learn enough about a system to use it well, and eventually change it.

His connections continue across the electronics industry. EETech appointed him to its board in May 2024, bringing his manufacturing, digital and startup experience into a business serving engineers and technical professionals. In October 2026, he was listed as host of a Ground Truth roundtable with participants from WAND Taxonomies, Neo4j and Hifly Labs, discussing how AI systems acquire useful business context.

The titles have changed across this career: engineer, executive, co-founder, board member, host. The questions remain recognizably related. What does this organization know? What is it trying to accomplish? How will the people doing the work recognize an improvement? Aug began consulting while considering his future. He found enough unfinished work in those questions to build a company around them.