Changelog

What’s new in Swifbit.

Every release, documented. New capabilities, improvements, and security hardening for the self-hosted enterprise knowledge platform.

v1.2.0LatestJuly 2026

From answers to knowledge operations

Swifbit grows from Ask + Assist into a complete knowledge-operations platform — instant search, document intelligence, team insights, proactive briefings, and a transparent evidence layer.

Added
  • Instant Search — hybrid semantic + keyword search with ranked evidence snippets, relevance meters, freshness stamps, and query highlighting. Permission-aware, zero AI latency.
  • Evidence panel — open the glass box on any answer: the exact retrieved passages and per-source relevance scores behind each citation.
  • Suggested follow-ups — up to three clickable next questions after every answer, generated only from your knowledge.
  • Knowledge Health Score — a weighted 0–100 score combining index coverage, sync health, review states, and freshness.
  • Knowledge gaps queue — low-evidence answers and negative feedback become a ranked work queue, each linking to the conversation where it happened.
  • Team Insights — trending questions, most-cited documents, citations by source, and most active members.
  • Weekly briefing — an AI-written “what changed this week” digest on the Overview.
  • Document intelligence — one-click AI summaries plus related documents ranked by semantic similarity.
  • Guided app tour — an eight-step spotlight tour; auto-starts on first visit, restartable anytime.
Improved
  • Administrators can open any conversation from the Activity feed for audit and coaching; members remain restricted to their own.
  • Activity entries for questions and drafts link straight into the conversation.
  • The quick-ask floater is available on every page.
v1.1.0July 2026

Reply signatures & industry demos

Added
  • Per-account reply signatures — Assist appends each agent’s custom sign-off deterministically.
  • Six self-contained industry demo workspaces: SaaS, Financial Services, Healthcare, Retail, Telecom, and Manufacturing.
  • Documentation site at swifbit.com/docs.
Improved
  • Assist copy strips inline citation markers so pasted replies are clean and send-ready.
  • Drafts never sign off as “Swifbit Assist” — the agent’s own signature is appended server-side.
v1.0.0June 2026

Enterprise GA

The first generally available release: hardened security, operational visibility, and cloud-portable infrastructure.

Added
  • Admin Control Center with platform readiness checks, metrics, and risk signals.
  • Full member lifecycle: edit, reset passwords, suspend, team membership, session revocation — with last-administrator protection.
  • Connector catalog with identity validation, health diagnostics, and per-run import counts.
  • Encrypted credentials — AES-256-GCM sealed AI and connector secrets, masked in every response.
  • Database-backed connector archives that survive restarts and stateless replicas.
Security
  • Persistent login throttling and account lockout.
  • Session-version revocation and automatic sign-in redirect on expiry.
  • Content Security Policy, anti-framing headers, and same-origin enforcement for mutations.
Fixed
  • Team deletion no longer silently exposes sources restricted to that team.
  • Kernel paths resolve correctly from repository, package, or container starts.

Get started

See Swifbit on your own knowledge.

Swifbit is a closed platform — we onboard every team personally. Request a demo and we’ll show you exactly how it works with your sources.

Explore the platform