Insights

Short technical briefs and intervention scenarios: how CCTI thinks about a problem before it proposes a solution.

I · Technical briefs

• [TB-01] Bypassing the Competency Trap: The Psychology of Innovation Resistance — Why capable organizations resist good external ideas — and how to work with that resistance instead of against it.
• [TB-02] Data Security and LLM Governance in the Enterprise — Deploying large language models without turning proprietary data into a compliance risk.
• [TB-03] Recursive Language Models: A Different Way to Handle Very Long Context — Instead of reading everything at once, the model treats a long prompt as an environment it can explore and query recursively.
• [TB-04] RLM vs RAG: Two Approaches to the Long-Context Problem — Retrieval narrows the search; recursion deepens the reasoning. In large systems, the two work best together.

II · Intervention scenarios

Illustrative scenarios, not client case studies. They show how we would approach a type of problem; they describe no specific client and report no results.

• [SC-01] Scenario: Secure Intelligence over a Large Technical Archive — How we would approach an organization that wants AI answers from hundreds of thousands of internal documents without exposing them.
• [SC-02] Scenario: Market Positioning for a Deep-Tech Company Entering Regulated Markets — How we would approach a hardware company whose go-to-market plan relies on outdated assumptions.
• [SC-03] Scenario: Technical Due Diligence for a Robotics Start-up — How we would approach an investor who needs to know whether a robotic prototype does what its founders claim.