Dataiku connects data preparation, machine learning and agents in one workflow
A guide to Dataiku Flow, LLM Mesh, production deployment and agent evaluation, with a supplier-quality example and an honest view of pricing.
10 minread
AI businesses, understood
Understand what makes AI businesses work.
We break down the products, positioning, design and workflows behind AI companies. So you can choose better tools, learn from useful patterns and build with a clearer picture.
01Research with a purpose. A clear read of the public evidence, with sources and practical takeaways.
02Selected for substance. We choose companies worth understanding. Anyone can suggest one.
03Independent by design. A company can contribute facts. The analysis stays ours.
A business, sequencedThe building blocks
01
Product
What it does. Who it helps. Where it fits.
02
Positioning
The promise, the audience and the route to discovery.
03
Experience
How design and structure make the product easier to use.
04
Workflows
How the tools, integrations and processes connect.
Public evidence → connected insights → a more useful decision.
A blueprint of what we can observe. Clear about what we cannot.
A blueprint of what we can observe. Clear about what we cannot.
The Sequence
Independent company research · newest firstEach company is a starting point: understand its offer, how the pieces fit together and what you can learn from it.
OpenAI turns general-purpose models into tools for work and applications
An OpenAI blueprint covering ChatGPT, Codex, the Responses and Agents APIs, current model pricing and a practical document-intake workflow.
9 minread
Snowflake brings governed business data into analytics and AI workflows
A practical guide to Snowflake warehouses, dynamic tables and Cortex Agents, with a renewal-analysis example and a clear explanation of consumption pricing.
9 minread
Activepieces combines fixed flows with agents for variable work
Understand Activepieces’ current credit plans, published flows, agent boundaries and self-hosting responsibilities before choosing an automation platform.
8 minread
AirOps turns content operations into repeatable workflows
AirOps combines search insights, reusable workflows and bulk content review. Explore its task-based pricing model and a practical refresh workflow.
8 minread
Akkio connects agency data to campaign planning and measurement
Akkio now focuses on media agencies and data providers, combining campaign context, audience workflows, predictive tools and reporting in a configurable platform.
8 minread
Alteryx One turns analytical business rules into reusable workflows
Alteryx combines visual data preparation, analytics, automation and AI. Its current packaging depends on edition, user role and automation capacity.
8 minread
Anthropic offers Claude models and tools for knowledge work and agents
Anthropic’s Claude spans user applications, coding workflows and a developer platform. Choosing the right product and model route matters as much as choosing the model.
8 minread
AssemblyAI makes recorded and live speech usable application data
AssemblyAI offers recorded and real-time transcription APIs. Explore Universal-3.5 Pro, speaker labels, webhook delivery and usage-based pricing.
9 minread
Bardeen turns browser research into structured prospect lists
A practical guide to Bardeen’s browser scraping, enrichment, AI qualification and credit pricing, including where spreadsheet and CRM handoffs differ.
8 minread
Find your area of interest.
Explore companies →Agents & support
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Coding & developer tools
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Content & marketing
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Voice & video
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Data & analytics
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Workflow & automation
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Models & infrastructure
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Search & research
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Productivity & office
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Why Sequenced?See the parts.
See the parts.
Understand the whole.
Sequencing means making sense of something through its building blocks. Here, those blocks are the products, experiences and systems behind a business.
Our perspective comes from hands-on work in digital marketing, automation, AI and user experience. We turn that into independent research you can use.
How it works →