DocuSmart AI vs Screencap: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of DocuSmart AI and Screencap — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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DocuSmart AI
DocuSmart
DocuSmart AI is an AI-powered document search built for nonprofits, delivering citation-backed answers across Google Drive, OneDrive, and Dropbox.
Key features
- 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.
Best for
- 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.
Screencap
Proteus Computer Use
Local-first macOS screen recorder that captures, labels, and indexes team workflows so knowledge stays searchable and private.
Key features
- Local-First Capture: Recordings live in ~/.screencap on your Mac and never leave unless you explicitly share them.
- On-Device Task Segmentation: An on-device model breaks long recordings into labeled tasks like payroll runs, expense approvals, or CRM data entry.
- Full-Text Search of Workflows: Every spoken word and on-screen moment is indexed so any past workflow can be surfaced months later by search.
- Privacy-Enforced Recording: Password managers and banking apps are cut before a frame is written; email and chat are masked in real time.
- MCP Context Snapshots: While recording, Screencap queries connected MCP servers to capture the exact Gusto/Attio/Linear/Notion record on screen inside the video.
- Deliberate Sharing With PII Scrubbing: Every shared copy is scrubbed of names, secrets, and PII, and only the recordings you pick ever leave the machine.
- Source-Available Codebase: The full capture engine, encryption, agent, and anonymizer are public on GitHub under PolyForm Noncommercial 1.0.0.
Best for
- Team Onboarding: Assemble ordered collections of real workflow recordings so new teammates learn exactly how work is actually done.
- Institutional Knowledge Capture: Preserve the tacit steps behind payroll runs, reconciliations, and quarterly reports as searchable video.
- Ops Documentation: Replace stale wikis by pointing teammates at labeled task recordings that stay current with the real system.
- Compliance-Sensitive Recording: Capture back-office work in banking, finance, and HR without leaking passwords, account balances, or PII.
- Computer-Use Dataset Contribution: Optionally donate reviewed, scrubbed recordings to a public dataset for training open computer-use models.