Insights
Deep research, engineering, and product thinking from the Ngentech organization.
Product
Clerk breaks topics into 100+ parallel sub-niches, keeps state for a week, and turns a mountain of sources into statistically-backed odds — moving enterprise research from AI guessing to data science.
April 2, 2026 · 6 min read
Research
Decomposition, distributed extraction, statistics, and synthesis — how Clerk turns a single topic into a statistically-backed research paper.
March 29, 2026 · 6 min read
Engineering
Clerk is a hierarchical multi-agent system. Here is how a Commander, an army of Workers, an Analyst, and a Synthesizer collaborate on one research task.
March 22, 2026 · 5 min read
A research map is the blueprint behind every Clerk investigation — 100+ sub-niches, each with timeframes, search parameters, and a unique ID.
March 16, 2026 · 4 min read
Instead of predicting from vibes, Clerk computes "odds" — statistically-backed predictions with confidence scores derived from collected data.
March 10, 2026 · 5 min read
Deep research takes a week. Durable execution makes sure a week of work survives restarts, rate limits, and infrastructure chaos.
March 4, 2026 · 4 min read
Company
At Ngentech, we believe the future of technology is built on deep research. Here is how our research engine informs everything we build.
February 26, 2026 · 4 min read
A research agent that loses its state halfway through a week-long investigation is not an agent — it is a liability. Here is why durable execution is non-negotiable.
February 19, 2026 · 5 min read
ACAD pairs the Ngentech research ethos with learning — AI-powered personalized paths, live sessions, and analytics that reveal how students actually learn.
February 12, 2026 · 3 min read