Is there real demand for our product or idea?
We test new products, services, and business ideas against real-world demand.
HUMAN INTELLIGENCE · AI · SOFTWARE
IntelAnvil conducts research to answer difficult business questions, develops software, and builds solutions tailored to each situation.
We test new products, services, and business ideas against real-world demand.
We explore what a product or service could offer and test which features customers actually value.
We gather and analyze evidence to answer important business questions.
We investigate possible alternatives, evaluate trade-offs, and determine what should be prioritized or pursued.
We determine what to build, how it should work, and the right roles for people, AI, and software.
Yes. We build applications, internal tools, APIs, integrations, automation, and AI systems—from rapid prototypes to production.
IntelAnvil starts by understanding what needs to be solved, determines how best to approach it, and then builds the solution the problem requires.
Clarify what the real problem is before deciding how to solve it.
The initial framing may contain assumptions, focus on symptoms, or already imply a particular solution. IntelAnvil examines the problem itself before committing to what should be done.
Determine the right roles for human intelligence, AI, and software.
Different parts of a problem benefit from different forms of intelligence. IntelAnvil determines what people should do, where AI contributes, what software should handle, and how those parts should work together.
Determine how to reach the solution and what it needs to deliver.
The path to a solution may involve investigation, experimentation, building, or a combination of them. IntelAnvil determines the approach based on what the solution requires.
IntelAnvil develops the type of solution the situation requires: better understanding, clearer direction, practical capability, or a combination of them.
Turn information and evidence into usable understanding.
Determine what should be chosen, prioritized, or pursued.
Build software and systems for specific business needs.
Insights, decisions, and systems can work together as parts of the same solution.
Examples of systems IntelAnvil has designed, built, deployed, and operated.
AI reports on article framing, bias, and stance.

AI prospect research and personalized outreach.

Human evaluation of how images are perceived.

Human feedback on real website experiences.
AI analysis of open-ended qualitative responses.
Let’s talk about it.