The Futurum AI Platforms research agenda for 2026 focuses on the critical shift from experimental AI to the deployment of industrial-scale, resilient, and autonomous systems. This transition, which is moving the market’s focus from general-purpose chatbots to agentic applications, represents a significant inflection point for enterprises, vendors, and investors. For enterprises, navigating the confluence of infrastructure constraints, diverse global regulations, and model optimization is essential to achieving competitive advantage and operational safety. Vendors must align their offerings to address these complex enterprise demands, while investors must understand the technological and regulatory hurdles to identify the next wave of market leaders. Our coverage will focus on these seven areas, all aimed at understanding the path from isolated pilots to the realization of a unified autonomous enterprise, whether that comes in 2026 for the enterprise or beyond.
When working on strategy, product, marketing, and sales initiatives, consider intelligence from our expert analysts – planned deliverables for 2026 include:
Market Taxonomy
The submarkets Futurum's Market Data model sizes and forecasts across this practice.
Distributed training frameworks and managed training services, plus managed inference endpoints and real-time serving.
Data pipelines, labeling, and feature stores, plus vector stores, RAG infrastructure, and synthetic data generation.
Model registries, experiment tracking, and deployment pipelines, plus drift, explainability, and compliance monitoring.
Agentic frameworks and orchestration, plus foundation model APIs, fine-tuning services, and embedded AI SDKs.
Also decomposed by industry vertical and region.
The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.
Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.
To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.
And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.
We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.
If any of this is useful, I would love to talk.
VP, Custom Research · The Futurum Group
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