What you get

Every brief is a structured, multi-source analysis — not a summary. Here are three examples showing the range of topics and depths available.

Technology Standard Brief ~2,000 words
AI Coding Agents in Software Development
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Executive Summary

AI coding agents have moved from experimental tools to production infrastructure at major software companies. This brief examines the current landscape: where these tools excel, where they fail, and what engineering teams should actually expect from them.

Key Findings

Context window is the bottleneck
Agents degrade significantly on codebases over ~10K lines when not using retrieval augmentation
Human review remains essential
Best-in-class teams use agents for first-draft generation, humans for architectural decisions
Testing is the highest-value use case
Agent-written tests catch real bugs; coverage increases 30–60% with minimal false positives
Code review agents reduce reviewer load
Static analysis + LLM review together flag ~70% of issues before human review

What the full brief covers

  • Current state of the art: Cursor, Copilot, Claude Code, and emerging entrants
  • Where agents succeed: boilerplate, tests, refactoring, documentation
  • Where they fail: novel architecture, cross-service logic, security-sensitive code
  • Engineering team workflows: integrating agents without breaking code quality
  • Competitive landscape: who's building, who's buying, who's winning
  • Blind spots and counterarguments from skeptics
  • Source confidence: 8 sources, medium-high confidence (primary sources + practitioner reports)
Market Research Standard Brief ~2,000 words
Competitive Landscape: No-Code App Builders in 2026
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Executive Summary

The no-code app builder market has bifurcated: simple tool-builders (Bubble, Adalo) compete on ease-of-use while enterprise platforms (OutSystems, Mendix) compete on governance and scale. AI-assisted building is the new battleground.

Key Findings

Bubble losing market share
Despite being the category leader, Bubble's NPS has dropped 18 points as AI-native alternatives emerge
AI features are table stakes
Every major platform has added AI-assisted building; differentiation is now in workflow depth
Enterprise is the growth segment
OutSystems and Appian are reporting 40%+ YoY growth in enterprise contracts
Mobile-first tools gaining
FlutterFlow and Bravo Studio seeing 3x growth as mobile app demand outpaces web

What the full brief covers

  • Market size, growth rate, and key segments
  • Player-by-player analysis: market position, pricing, strengths, weaknesses
  • AI feature comparison across 8 platforms
  • Customer review synthesis: G2, Capterra, Reddit
  • Emerging threats: AI-native builders, vertical solutions
  • Investment activity and M&A trends
  • Strategic implications for market entrants
Market Research Deep Dive ~5,000 words
Market Opportunity: AI-Powered Legal Research Tools
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Executive Summary

Legal research is undergoing its most significant transformation since Westlaw went digital. AI-powered tools are not replacing lawyers — they're restructuring how junior associates spend their time, with implications for legal education, firm economics, and access to justice.

Key Findings

$3.1B market by 2028
Legal AI tools growing at 25.3% CAGR; largest segments: research (42%), contract analysis (31%), discovery (18%)
incumbents are acquiring, not building
Thomson Reuters, RELX, and LexisNexis have spent $2.3B on AI acquisitions in 24 months
Junior associate hours affected first
Law firms report 35–50% reduction in pure research hours for mid-level associates using AI tools
Bar licensing hasn't caught up
No US jurisdiction has yet rules on AI-assisted legal work; this is the next regulatory battleground

What the full brief covers

  • Market sizing: TAM, SAM, SOM with 5-year projection
  • Incumbent strategy analysis: Thomson Reuters, LexisNexis, Bloomberg Law
  • Startup landscape: 47 companies mapped, 8 with >$50M ARR
  • Regulatory landscape: bar association rules by state, ABA guidance, EU AI Act implications
  • Competitive dynamics: build vs buy vs partner for law firms
  • Academic and primary sources: case law citations, regulatory filings, industry reports
  • Due diligence checklist for legal tech investment

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