The best advisory firms should not have to be the biggest.
AnyQuest helps specialist firms scale what makes them exceptional: their knowledge, methodology, and standards — while preserving the professional judgment behind their work.
By turning proprietary expertise into governed AI workflows, smaller firms gain the operating leverage of much larger organizations — without sacrificing the quality, discretion, and senior attention that made clients choose them.
Scale the method. Preserve the judgment.
For decades, advisory firms have scaled by adding people. More client work required more research hours, more junior professionals, and more layers of coordination. That made specialized expertise difficult to scale without also building a much larger organization.
AI creates another possibility. The repeatable work behind an important deliverable — gathering evidence, structuring data, applying frameworks, verifying findings, and preparing initial drafts — can now follow a methodology defined by the firm's own experts.
That does not make professional judgment less valuable. It creates more time for it.
Partners can devote more attention to interpretation, advice, and difficult decisions. Analysts can move beyond routine production work, learn to build agentic workflows, and contribute at a higher level earlier in their careers.
The result is a firm whose intellectual capital compounds — instead of being reconstructed engagement by engagement.
Built for a difficult problem.
Scaling professional expertise is not a prompting problem. It takes workflow design, knowledge management, human review, enterprise architecture, security — and a practical understanding of how organizations adopt technology.
Dmitri has spent more than 25 years building enterprise software for data, automation, and knowledge work. He previously served as CTO and General Manager at Progress Software, held executive roles at Computer Associates, and is Executive in Residence for AI at Suffolk University.
He founded AnyQuest so the professionals who understand the work can shape AI themselves — without waiting for engineers to translate their expertise into software.
Russ co-founded Computer Associates, later CA Technologies, and helped build it into one of the world's largest enterprise software companies. As its longtime head of research and development, he helped create the products and engineering organization required to serve complex enterprises at scale.
Russ advises AnyQuest on product strategy, enterprise architecture, and the disciplines required to turn emerging technology into reliable business infrastructure.
2026 Innovation Showcase finalist.
AnyQuest was selected by the MIT Sloan CIO Symposium as one of ten Innovation Showcase finalists — early-stage companies identified by a panel of investors, entrepreneurs, and MIT faculty and students for solutions that combine value and innovation.
Scale without becoming generic.
The future of advisory work will not belong only to the largest firms or the biggest technology budgets. It will belong to firms that combine distinctive expertise with a better operating model.
AnyQuest preserves what makes a specialist firm valuable — its methods, knowledge, standards, relationships, and judgment — while enabling its professionals to apply that expertise across more engagements, for more clients. Explore the platform →
Bring us your signature deliverable.
We'll map the workflow behind it — sources, method, format, review — and scope a fixed-cost, fixed-time pilot to encode it with your team.