KnodeGraph by Industry
Three industries where document-heavy work is the dominant activity, and where structured knowledge graphs change the economics of the work meaningfully. Each industry page below covers the typical workflow, the roles that benefit, the regulatory context to keep in mind, and the KPIs that move when a team adopts KnodeGraph. The free tier is enough to pilot any of these in a single project; Pro at $14.99/mo handles a working caseload.
Academia
From dissertations to grant proposals — turn a department's literature into one navigable graph.
Read more →Consulting
Diligence packs, market scans, and engagement memos — turn a project's docs into a queryable graph.
Read more →Law
Litigation files, contract sets, and case-law libraries — graphed by parties, doctrines, and dates.
Read more →Why these three industries first
Academia, consulting, and law share a defining feature: their core deliverable is structured understanding of a body of documents. A PhD thesis is a synthesis of hundreds of papers. A consulting report is the synthesis of a data room. A legal brief is the synthesis of pleadings, opinions, and statutes. Across all three, the document-synthesis step is the most time-consuming and the highest-leverage candidate for structured automation. KnodeGraph attacks exactly that step.
The industry pages below cover the typical workflow, the regulatory or compliance context (open-access mandates and TDM exceptions for academia, MNPI and GDPR for consulting, attorney-client privilege and the EU AI Act for law), and the KPIs each industry actually tracks. They are written by domain rather than by feature, so a partner at a consulting firm or a knowledge-management lawyer can read the relevant page and decide in five minutes whether KnodeGraph fits their team.
Three more industries are on the roadmap based on early demand: financial services (10-K analysis, deal diligence), healthcare administration (clinical guideline synthesis), and government (regulatory impact assessment). If you operate in one of those and want to pilot KnodeGraph on a real workload, get in touch — pilot graphs and a structured intake conversation are both free.
Frequently Asked Questions
Is KnodeGraph appropriate for regulated industries?
For data covered by HIPAA, attorney-client privilege, or strict trade-secret obligations, deploy KnodeGraph self-hosted on infrastructure you control with your own Anthropic API key under a BAA. The hosted SaaS is appropriate for general business and academic work but not the right place for regulated material. Talk to us about the self-host plan if you need it.
Do these industry templates require setup?
Each industry comes with one or more pre-built templates that encode typical entity types and relations (e.g., "Litigation Matter" for law, "Commercial Diligence" for consulting, "Research Notes" for academia). They work out of the box. Power users typically refine them over a few projects to match their firm or department vocabulary.
What's the typical ROI for these industries?
In pilot work with consulting firms, document-synthesis time fell 30-40% on representative engagements — that maps to several billable hours per associate per week. Law firms saw similar gains on transactional clause comparison. For academia, PhDs commonly save 30-60 hours over a typical literature review. The dollar ROI hinges entirely on the value of the time freed up.
Can multiple people on my team share access?
Today each KnodeGraph account belongs to one user. Teams typically purchase multiple seats and exchange graphs as JSON files when collaboration is needed. Multi-user shared workspaces with real-time co-editing are on the roadmap. For procurement, we offer volume discounts above 10 seats — email sales for terms.
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