A new wave of AI-powered consulting technology startups has emerged from Silicon Valley, securing hundreds of millions in venture capital to transform how businesses manage data and make strategic decisions. These firms aim to automate core consulting tasks, from surfacing insights to conducting market research, promising to deliver results in minutes or days instead of the weeks or months typical of traditional firms.
Investors have identified five of the most promising companies in this nascent sector. While some explicitly aim to compete with established consulting giants like the "Big Four" or "MBB" firms (McKinsey, Bain, Boston Consulting Group), others position themselves as complementary partners, providing the data and measurement tools upon which traditional consultancies can build.
PromptQL: Automating the Consultant's Workflow
PromptQL leads the funding race with $136 million raised. Its enterprise platform is designed to build custom "AI analysts" that integrate a company's internal data with existing foundation models. CEO and founder Tanmai Gopal states the platform's "killer feature" is providing "AI accuracy at scale without requiring messy data to be prepped or moved elsewhere."
Once deployed, these AI agents can perform tasks typically handled by data scientists, continuously learning from their environment. The company also offers expert engineering support at $900 per hour to help shape broader AI transformation strategies. Investor Gaurav Gupta of Lightspeed Venture Partners backs the firm, believing it is "best positioned" to solve the enterprise "overconfidence crisis" and problem of AI hallucinations that could cause 95% of AI companies to fail.
Aily Labs: Creating an "Always-On AI Brain"
Founded by former Novartis executive Bianca Anghelina, Aily Labs has raised $101 million. It builds a "decision intelligence" platform that consolidates siloed corporate data to surface insights "in a matter of minutes rather than weeks." Anghelina founded the company after experiencing how traditional decision-making is delayed by fragmented data ownership and lengthy processes.
Unlike project-based consultancies, Aily focuses on embedding an "always-on AI brain" into a company's ongoing operations. Pegah Ebrahimi of FPV Ventures, which led Aily's latest round, describes it as an "executive partner" that surfaces top insights and risks tailored to specific executive roles, from supply chain heads in Brazil to sales leads in North America.
Profound: Mastering Generative Engine Optimization
With $58.5 million in funding, Profound advises companies on "Generative Engine Optimization" (GEO)—optimising content for visibility in AI chatbots like ChatGPT. The firm helps manage how brands are mentioned by AI agents, analyses real-time search data to understand consumer interaction with generative AI, and advises on how these agents interface with company websites.
Investors from Saga Ventures, which backed Profound's Series B, note that the company automates work once done by brand consultants running focus groups. Co-founder Max Altman has declared Profound the "800 lb. gorilla in the room, and clear category leader" in this new field.
Dialogue AI: Democratising Market Research
Dialogue AI, with $6 million in funding, is an AI-powered market research platform founded by former Nextdoor employees Benjamin Lo, Justin Hoang, and Hubert Chen. It aims to accelerate every phase of research—study design, participant recruitment, and interviewing—cutting turnaround time from weeks to a single day.
Co-founder Justin Hoang stated a core vision is to "democratize market research," enabling designers, engineers, or consultants to conduct research independently with best practices. Faraz Fatemi of Lightspeed Venture Partners, which led its seed round, called the traditional market research industry "ripe for disruption," praising Dialogue for building a technically impressive way to "talk to customers at scale, without sacrificing depth or quality."
Larridin: Measuring AI's Real Impact
Larridin has raised $17 million for its focus on measuring how AI is actually used inside organisations. Its product, Scout, answers questions about what AI tools employees are using, what is working, what is not, and how productivity is affected. Co-founder Russell Fradin said it also helps with cost optimisation, determining if companies should spend more on a tool, cancel it, or double down.
Fradin emphasised Larridin is not trying to replace consulting firms but to provide them with crucial data. Alex Rampell of Andreessen Horowitz, which led its Series A, stated that "every CIO we know is asking how to measure the impact of AI. Now they have an answer," positioning Larridin as the essential independent measurement company for the AI revolution.
The rapid rise and substantial funding of these startups signal a significant shift in the consulting landscape. As AI adoption accelerates, these firms are betting that enterprises will increasingly seek automated, data-driven, and continuous intelligence over traditional, intermittent consulting engagements, potentially reshaping a multi-billion dollar industry.