DocuSmart AI vs Elva: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of DocuSmart AI and Elva — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

DocuSmart AI

DocuSmart

Freemium

DocuSmart AI is an AI-powered document search built for nonprofits, delivering citation-backed answers across Google Drive, OneDrive, and Dropbox.

Cross-Platform Document Search: Search across Google Drive, OneDrive, and Dropbox in a single natural-language query, without migrating files.
Citation-Backed Answers: Every answer links to the specific source document (and passage), so program officers can verify before acting.
Grant Writing Acceleration: Retrieves prior proposals, evaluation reports, and policy language to speed up new grant applications.
Slack Integration: Ask DocuSmart directly from Slack channels or DMs to fit how nonprofit teams already work.
Plain-English Querying: No boolean syntax or filters — staff ask questions the way they'd ask a colleague.
GDPR-Compliant Security: Positioned for EU nonprofits with a security posture aligned to GDPR requirements.
No-Migration Setup: Connect existing cloud storage in place instead of re-uploading or restructuring documents.

Grant Application Drafting: Pull relevant impact metrics, prior narratives, and boilerplate language when writing a new grant.
Program Officer Lookups: Answer 'what did we commit to on this project' or 'what does our policy say' from the fund's own documents.
Onboarding New Staff: Give new hires a searchable, cited entry point into years of scattered organisational documents.
Board and Donor Reporting: Assemble evidence-backed responses to donor questions with citations to source documents.
Cross-Team Knowledge Search: Unify Drive, OneDrive, and Dropbox for organisations that grew across multiple cloud platforms.

Theneo

Freemium

Reads your repositories to discover every API, scores and governs them, then exposes them to developers and AI agents via hosted MCP servers.

Spec-Free API Discovery: Elva scans repository code directly to find endpoints and generates OpenAPI 3.1 as output, so no existing spec is needed to start.
Endpoint Scoring: Every collection is graded on design, developer experience, AI readiness, security and performance, with the weakest collection surfaced first.
AI Fix Pass: A one-click agent writes missing descriptions from code, types response schemas and documents auth, then rescores the collection.
API Contracts: Per-audience contracts pin the exact endpoints and fields a partner, internal team, public developer or MCP client receives, excluding PII and internal fields.
Breaking Change Enforcement: Each commit is diffed against published contracts, showing the schema diff, affected consumers and tools, and blocking publish by policy.
Hosted MCP Servers: Contracts generate MCP servers hosted behind Elva's gateway with OAuth2, scoped keys, per-tool authorization and exportable call logs.
MCP Playground and Agent Feedback: Test the server with a live model, then read the complaints agents file about confusing or failing tools, scored back into the catalog.
Multi-Target Publishing: One approved contract ships as OpenAPI spec, Theneo docs, MCP server, Postman collection and a typed TypeScript SDK in sync.

API Inventory Audit: Discover undocumented or forgotten endpoints across a large codebase and get a ranked list of what to fix first.
Agent Enablement: Expose an internal service to Claude, Cursor or ChatGPT as a governed MCP server instead of hand-writing tool wrappers.
Partner Integration Safety: Publish a restricted contract to an external partner and have Elva block commits that would break their integration.
PII Scoping: Keep customer emails and internal ops annotations out of a public or agent-facing surface while the same endpoints serve them internally.
Zombie Endpoint Retirement: Prove no active consumer references an endpoint before deleting it, using contract and call-log evidence.
Enterprise Security Review: Satisfy SOC 2, ISO 27001 and GDPR questions and wire agent access into an existing SSO and SCIM identity provider.
Documentation Drift Control: Keep docs, SDKs and Postman collections regenerated from code on every merge instead of maintained by hand.