Inocta
AI in 2025 • What's Next in 2026

Happy Holidays &
Happy 2026

To our valued clients and partners: Join us on a journey through 70 years of AI innovation

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70
Years of AI Innovation

From the coining of "Artificial Intelligence" at Dartmouth to today's generative AI revolution

The Long Foundation

For decades, AI progressed slowly. Early breakthroughs were rare, funding came and went through "AI winters"

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1956
Dartmouth workshop coins 'Artificial Intelligence'
1973
First "AI Winter" as funding dries up
1981
DEC's expert system saves millions
1997
IBM's Deep Blue defeats chess champion
4
Milestones in 44 years (1956-2000)

The Awakening

The pace begins to pick up. Machine learning becomes practical, startups emerge, and AI enters the mainstream

Follow the ramp — click any node to explore details

4
Milestones in 8 years (2012-2020)
THE RAMP

THE PACE IS
EXPONENTIAL.

Visualizing the 500x growth in AI media volume from theory to global saturation.

Hover over bars to explore details
1950-2011
Baseline
2012-2021
Deep Learning
2022
Awakening
2023
Hype Leap
2024
Reality Check
2025
Explosion
Sources

Stanford HAI AI Index 2025 • Crunchbase • Global Media Monitoring

Inocta Strategic Intelligence Layer

Explore Every Milestone

Click any event to dive deeper into the moments that shaped AI

The Future of AI

Our 2026 Predictions

Three forces that will separate winners from pretenders in the year ahead

Watch our predictions

Each prediction includes a “What’s in it for you” section so readers immediately see the impact.

Prediction 1

The Great Operational Divergence

Execution Over Models

In 2026, access to powerful AI models will be a commodity. The real divide will come from operational readiness. Companies with clean data, documented processes, and AI embedded in real workflows will win. Those chasing better models without fixing operations will fall behind.

Prediction 2

Governance as a Competitive Advantage

Guardrails by design

AI governance will move from compliance to strategy. The ability to prove transparency, safety, and accountability will determine where companies can operate and how fast they can scale. Strong governance will become a competitive edge, not a legal afterthought.

Prediction 3

The Cost Curve Flips

Efficiency Drives Value

The cost of using AI has collapsed. The new priority will be cost per outcome. Winning teams will buy commodity models, optimize inference, and invest in integration and data pipelines. Advantage will come from efficiency and scale, not model ownership.

AI is a mirror, not a master. It reflects the strength and weaknesses of your operations.

The Best of 2025

Winners: AI Services 2025

The standout platforms and tools that defined excellence in AI this year

Google

Multimodal Innovation

The leap in multimodal capabilities with Gemini, Nano-Banana, and VEO for video set new standards for AI versatility

Visit Gemini

Anthropic

Integration Excellence

MCP (Model Context Protocol) and Skills innovation revolutionized how developers integrate AI into their workflows

Visit Anthropic

n8n

Best Orchestrator

The ultimate workflow automation platform that connects AI services seamlessly, making complex orchestration accessible

Visit n8n

Supabase

Top Database

The developer-first database platform that became the backbone for modern AI applications with vector search and real-time capabilities

Visit Supabase

Sora & HeyGen

Social Video Champions

Revolutionizing social content creation with AI-generated video that's indistinguishable from reality

Weavy.ai & Higgsfield.ai

Infographics and Motion Design

Pushing the boundaries of creative AI tools, making sophisticated design and content creation accessible to everyone

Cursor AI

First IDE

The first IDE built around AI as a native collaborator. Cursor keeps full project context inside the editor, helping developers write, navigate, refactor, and understand code faster without breaking flow or leaving the IDE.

Visit Cursor

Julius AI

Data Analyst Productivity

A natural language analytics assistant that lets analysts explore datasets, generate charts, and extract insights without writing SQL or code. Julius removes friction between questions and answers, making data analysis faster and more accessible.

Visit Julius AI

Napkin & Hera

Infographics and Motion Design

Turning complex ideas into clear visual narratives. Napkin excels at transforming structured thinking into clean, static infographics, while Hera brings those visuals to life through motion and animation, making explanation and storytelling effortless.

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Here's to 2026!

Inocta.io and our humans and AI co-workers wish you a happy new year

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