Read.ai
Meeting bot + browser extension. Captures audio + video; engagement scoring (talk-time, sentiment, attention); enterprise search across all past meetings. "Ada" digital-twin feature builds an AI memory of work patterns.
Active · Verified 2026-10-22 · fresh as of 2026-10-22 · 46 cited facts, 2 with a third-party source · 1 recorded change · Suggest a correction
At a glance
- Type
- Meeting bot + analytics + Ada digital twin vendor fix
- Tier
- T1
- Section
- Voice-first / wearable AI memory
- Latest release
- not applicable — not OSS fix
- License
- not applicable — not OSS fix
- GitHub
- not applicable — no GitHub repo fix
- Pricing
- Free (5 meetings/mo); Pro $19.75/mo ($15 annual); Enterprise $29.75 ($22.50); Enterprise+ $39.75 ($29.75), per user vendor fix
- Freshness
- 2026-10-22 fix
- Layer
- agent-infra repo fix
- Licensing
- commercial vendor fix
Memory taxonomy
- storage
- file
- retrieval
- similarity
- persistence
- long-term
- update
- append-only
- unit
- episode
- governance
- inspectable
- conflict
- append
When to use
Optimised for: always-on capture + lifelog timeline + voice UX
Anti-fit: not for enterprise compliance-regulated environments without explicit consent flows
Pros & cons
Pros
Engagement analytics layer (talk-time, sentiment) is unique vs other meeting bots; Ada digital-twin builds long-running work-pattern memory.
Cons
Engagement scoring raises analytics-on-coworkers concerns; Ada digital-twin is opaque about what it stores.
Claims & capabilities
Free 5 meetings/mo; Pro $15/user/mo; Enterprise $22.50; Enterprise+ $29.75. Engagement analytics differentiator.
Technical surface
- API surface
- REST (Read.ai integrations API + webhooks)
- Backend storage
- custom
- Deployment
- Managed-only
- Embedding model
- locked
- Multi-tenancy
- hard-isolation
- MCP
- yes — official Read AI MCP server, plus Claude Connector and ChatGPT app
- A2A
- searched not found
- OpenTelemetry
- searched not found
Alternatives to Read.ai → live options ranked by shared design, licence, hosting and MCP support
Similar systems
Other voice-first / wearable ai memory in the catalog, ranked by inbound references.
- Granola T1
Mac/iOS app (no hardware). Captures meeting audio via system-audio tap (no bot joining); generates notes from your shorthand + audio. Local audio processing claim; cloud for summaries. Enterprise tier opts out of model training.
- Bee T1
Acquired by Amazon (Jul 2025); bee.computer is now © Amazon and sells the Bee Frontier wearable ($74.99), with a Bee Eclipse device marked coming soon. Small wearable (pendant / clip / bracelet). Continuous capture; converts speech to text immediately; never stores raw audio . Daily summaries, personal fact sheet, to-do suggestions. Cloud processing on derived text only.
- Era Computer T5
Software platform / OS layer for AI wearables (glasses, rings, pendants, speakers) that abstracts hardware from AI orchestration. Memory and model providers are pluggable and user-controlled rather than cloud-locked; supports 130+ LLMs from 14+ providers. Founded 2025 by ex-Humane team.
- Friend T1
Pendant necklace (~2 inches). Always-on listening feeds a persistent AI companion persona. Companionship-framed rather than productivity / recall. Cloud LLM backend; no detailed encryption claims.
- Limitless T1
Former Rewind/Limitless lifelog (Pendant wearable + screen/audio capture with timeline search). Acquired by Meta (2025-12); Pendant no longer sold as of 2025-12-05, service withdrawn from the EU, UK, Brazil, China, Israel, South Korea and Turkey on 2025-12-05, desktop/web recording ended and Rewind capture disabled from 2025-12-19; existing Pendant customers supported throughout 2026.
- Memories.ai LVMM 2.0 / Project LUCI T2
Developer-first reference platform for AI wearables. LVMM 2.0 captures visual data through video, encodes it into frames on-device, and stores moments as searchable memories; companion app surfaces past conversations/decisions/experiences. Hardware-level security via Qualcomm partnership; cloud sync for enterprise tiers.
Sources (45 cited facts, 2 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is Meeting bot + analytics + Ada digital twin vendor
- What it does & what's distinct Meeting bot + browser extension. Captures audio + video; engagement scoring (talk-time, … vendor
- Claims / benefits Free 5 meetings/mo; Pro $15/user/mo; Enterprise $22.50; Enterprise+ $29.75. Engagement a… vendor
- Modalities voice vendor
- Created 2021 vendor
- Mindshare 5 HN · 1 press third-party
- Funding $81M total (Madrona + Goodwater Capital; Series B $50M); valuation $450M vendor
- Customers / scale 51-200 ppl No named enterprise customers in public materials vendor
- Pricing Free (5 meetings/mo); Pro $19.75/mo ($15 annual); Enterprise $29.75 ($22.50); Enterprise… vendor
- Compliance SOC 2 Type II; GDPR-compliant; HIPAA (Business+ plans) vendor
- Data handling Never uses meeting content for training unless explicit opt-in; Customer Experience Prog… vendor
- Deployment Managed-only vendor
- HQ US third-party
- Founders / pedigree Goodwater / Madrona; co-founders David Shim (ex-CEO Foursquare) et al. vendor
- Memory volume / scale internal — undisclosed vendor
- API surface REST (Read.ai integrations API + webhooks) vendor
- Backend storage custom vendor
- Multi-tenancy hard-isolation vendor
- Encryption at-rest + in-transit vendor
- SSO / RBAC SSO + RBAC vendor
- Embedding model locked vendor
- Versioning immutable append-log vendor
- Tombstoning append-only no delete vendor
- Schema evolution free-form / no schema vendor
- Namespace primitives hierarchical vendor
- Contradiction handling always append (no resolution) vendor
- Forgetting policy none (permanent) vendor
- MCP support yes — official Read AI MCP server, plus Claude Connector and ChatGPT app vendor
- Validated verticals consumer / individual (voice + wearable users) vendor
- Time to running <1day (purchase hardware + pair) or <10min (software-only meeting bots) vendor
- Anti-fit not for enterprise compliance-regulated environments without explicit consent flows vendor
- Optimised for always-on capture + lifelog timeline + voice UX vendor
- Adjacent infrastructure self-contained device + cloud back-end vendor
- Pros Engagement analytics layer (talk-time, sentiment) is unique vs other meeting bots; Ada d… vendor
- Cons Engagement scoring raises analytics-on-coworkers concerns; Ada digital-twin is opaque ab… vendor
- Project & sources read.ai plans + pricing vendor
- cost-input-usd-per-mtok 0 vendor
- cost-output-usd-per-mtok 0 vendor
- cost-tier free vendor
- cost-pricing-model free-tier vendor
- cost-last-verified 2026-06-29 vendor
- architecture-deployment-locus cloud vendor
- licensing-bucket commercial vendor
- positioning-platform-vs-product product vendor
- taxonomy-three-layer-rollup agent-infra repo
What changed
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