Use Cases
Use Cases
One knowledge layer, many jobs. Wherever your team’s knowledge lives, Edge Reasoning turns it into grounded answers—privately.
Engineering & Platform Knowledge
Unify design docs, repositories, and tickets into one searchable layer. Ask “how does this service work?” or “why did we choose X?” and get answers cited back to the code and documents.
- Onboard engineers faster with grounded answers
- Trace decisions across docs, repos, and Jira
- Stop re-explaining architecture every sprint
Customer Support & Success
Ground every answer in your product docs, runbooks, and past resolutions—so agents and assistants respond accurately instead of guessing.
- Answer from approved, up-to-date sources
- Surface similar past tickets and fixes
- Keep sensitive customer data on your network
Research & R&D
Bring papers, lab notes, datasets, and reports together and reason across them—synthesize findings, compare results, and trace claims to sources.
- Cross-document synthesis with provenance
- Connect findings across projects and teams
- Preserve institutional knowledge over time
Compliance & Audit
Map requirements, policies, and evidence across hundreds of documents. Every answer carries citations, so reviews are auditable—not a black box.
- Trace requirements to supporting evidence
- Air-gapped and on-prem deployment options
- Transparent, citable analysis for auditors
Sales & RFPs
Assemble accurate proposal answers from past RFPs, product docs, and security questionnaires—drafted in minutes and grounded in what you’ve actually shipped.
- Reuse vetted answers from prior proposals
- Keep messaging consistent and current
- Cut RFP turnaround dramatically
Natural-Language Data Analytics
Ask questions of your databases in plain language. Edge Reasoning writes transparent SQL, runs it, and shows the query, steps, and results.
- NL → SQL over Postgres, MySQL, SQLite
- Auditable: see the SQL and the sources
- Combine structured data with documents