What we caught
Only moves that touch Collabix — our lane, a content opening, or a threat. Off-topic news is dropped. Filter and group below; nothing here is a repeat.
Summary · last 30 days
This pass (2-day window): the meeting-memory land-grab reached Glean (Otter→Glean), and Microsoft slid the Planner board into Outlook + Copilot — the native suite tightening its grip on execution.
- Freshest — Otter meeting knowledge now searchable in Glean (14 Jul); Microsoft Planner boards now live inside Outlook + the M365 Copilot app (late Jul). Standing nearby: Otter→OpenAI Codex (8 Jul), Rovo MCP at 5M daily calls, Zoom's ZoomMate, Microsoft's mid-call AI kill switch.
- What's still ours — goal-context memory + decision provenance ACROSS meetings, with human-approved (not auto-run) execution. New entrant Tana copies the approval-gate idea and works during the call — watch it.
- Content opening — 'AI sat in on 1 in 3 meetings, and most people were never asked.' Lead with our approval gate and no forced bot in every call; pair it with 'search finds what was said — we carry the goal to done.'
17 signals in last 30 days · 4 in the 30 before · 38 tracked total
Run health · 2026-07-20 · coverage 70% · 2 need a look
DAILY FULL pass, 2-day delta (last_checked was 18 Jul). NotebookLM Deep Research WORKED this pass (auth restored) and was the primary engine — one ephemeral notebook, deep-research web sweep returned 103 sources across all 12 on-radar competitors + discovery; ephemeral notebook deleted after. Every figure verified against a real source URL via WebFetch. LinkedIn via CDP-connect (real Chrome, verified logged in on /feed/, authwall:false) read cleanly for otter-ai + semblyai, then LinkedIn rate-limited the session into an authwall for the remaining 9 profiles (browse server also went unresponsive twice and was restarted) — logged in failed[], NOT treated as quiet. RESULT: 2 new material our-lane signals; the rest quiet/deduped/noise. NEW: (1) Otter meeting knowledge now searchable in Glean (14 Jul, Otter blog; part of Glean's 14 Jul sales-connector expansion) — the memory-layer-other-AIs-plug-into land-grab reaching Glean, after Otter→Codex and Read AI→Claude [amber, our-lane; corroborated live on Otter LinkedIn]; (2) Microsoft Planner boards now live inside Outlook + the M365 Copilot app (MC1309747, 'late July 2026' rollout) — native-suite gravity deepening, distinct from the June Planner-Agent signal [amber, our-lane]. VERIFIED-DROPPED: the JotMe claim that Teams meetings connect directly to Planner plans is NOT in the official MC1309747 message — dropped to avoid fabrication. Atlassian Rovo July 'Feature Focus Vol 8' (Profile Memory GA, Smart Links for Goals, MCP v2 preview, @Jira-in-Slack) = monthly roundup, no firm post-18 dates, Rovo MCP/Memory already logged → folded to noise. Read AI / Fellow / Sembly MCP servers = same context-layer theme already logged (dedup). Zoom July updates = admin/mobile polish on logged ZoomMate. Cisco/Webex AI Notes for in-person = capture/translation, not our lane. DISCOVERY: Lamponi (Tokyo) launched a recall/transcription assistant — NO task execution or goal tracking, low proximity, ambiguous date → dropped from intake per 'default to DROP'; Tana remains the standing intake candidate. All 12 on-radar last_checked refreshed to 2026-07-20.
- ⚠️ LinkedIn — 9 on-radar profiles authwalled after rate-limit Session was logged in (read otter-ai + semblyai OK) but LinkedIn threw an authwall for the rest after rapid company-page loads; browse server also went unresponsive twice. Not covered live this pass — eyeball manually: read-ai (/company/readinc), atlassian (/company/atlassian), productboard (/company/productboard), microsoft (/company/microsoft), zoom (/company/zoom), spinach (/company/spinach-io), fellow (/company/fellow-ai), fireflies (/company/fireflies-inc), webex (/company/webex). Substance for all 12 was still covered by NotebookLM Deep Research + WebFetch. · open ↗
- ⚠️ X / Twitter Not run this pass — LinkedIn prioritized per runbook step 2 and browser was fragile; X login state unverified. Surfaced so it is not a silent skip. Top handles to eyeball: @otter_ai, @ReadAI_, @sembly_ai, @Zoom, @Atlassian, @firefliesai. · open ↗
- ⏳ GoRetro changelog no update since May 2023 — product likely stalled (off-radar/background)
A failed source shows here in red — “no news” is never assumed safe.
Group:
Range:
Impact:
Microsoft Planner boards now live inside Outlook and the M365 Copilot app
Why it matters to us: Microsoft is putting the Planner board — personal tasks and shared plans — right inside Outlook and the Microsoft 365 Copilot app, next to email, calendar and Copilot chat. Planner already carries a 'goals bucket' and an agent, so its goal-and-task surface now sits in the exact place M365 users prep for meetings and chat with AI. It deepens the native-suite gravity we compete against. We win on the goal's why kept across meetings and tools, not a task board bolted next to the inbox.
Microsoft message center MC1309747: the Planner experience (view and manage personal tasks + shared plans) is rolling out natively inside Outlook and the M365 Copilot app — 'late July 2026 … complete by end of July 2026.' This is the Planner app surface itself, beyond the Planner Agent that reached Outlook/Copilot in June. The notice makes no mention of connecting Teams meetings to Planner plans.
Microsoft 365 Message Center (MC1309747) ↗Our move
Say: Planner shows a task board inside Copilot; Collabix keeps the goal's why — decisions, risks, dependencies — alive across meetings and across Jira / Azure DevOps, not a list next to your inbox.
Ship: Show a goal advancing across a sprint with provenance + a human approval gate, next to a Planner board embedded in Outlook.
Sell: For Microsoft-heavy teams: we complement Planner — feed it approved, meeting-born work with cross-meeting goal memory + Azure DevOps — we don't ask them to leave M365.
Otter meeting knowledge now searchable in Glean — its meeting memory feeds another enterprise AI
Why it matters to us: Otter keeps making its meeting record the memory that OTHER AIs read. Its transcripts, notes, decisions and action items are now searchable inside Glean, the enterprise work assistant. So a rep or PM asks Glean, and Otter's meeting history answers — no Otter app needed. Same land-grab as Otter→OpenAI Codex and Read AI→Claude: be the context layer other agents build on. We defend on the goal kept across meetings, with decision provenance and a human approval gate — not just searchable recall.
Otter (own blog, 14 Jul 2026) became a native connector in Glean, part of Glean's 14 Jul sales-connector expansion (Glean press / BusinessWire). Once connected, Glean indexes Otter transcripts, AI notes, action items and key decisions, so users can ask Glean what a customer committed to during onboarding, or find open action items from past planning calls, without opening Otter.
Otter.ai blog ↗Our move
Say: Otter makes your meetings searchable inside Glean; Collabix keeps the goal moving across meetings — its decisions, risks and the approved next step — not just recall you can query.
Ship: Show one goal advancing across four meetings with a decision trail and a human approval gate, next to a Glean search that returns past meeting notes.
Sell: 'We'll just search our meetings in Glean' → search finds what was said; we carry the goal to done and only act once a human approves.
Teams adds a mid-meeting toggle to switch off Copilot / Facilitator / Recap after AI backlash
Why it matters to us: The market is pushing back on always-on meeting AI. After complaints, Microsoft now lets organizers turn Copilot, Facilitator and Recap OFF during a live meeting. It does not move Facilitator into execution — but it proves people want control over meeting AI. That is our content opening: Collabix is human-approved by design and needs no bot forced into every call.
Rolling out early-to-late July 2026 (GA worldwide by end of July): a new in-meeting 'Meeting AI' toggle in the Teams toolbar lets licensed organizers and presenters turn Copilot, Facilitator responses and Recap/Notes on or off mid-meeting. It answers backlash over always-on meeting AI; the rollout slipped about a month from its planned June date.
gHacks ↗Our move
Say: Content angle: 'Even Microsoft now lets you switch meeting AI off.' Always-on AI in the call has a trust problem; Collabix acts only on what a human approves — no bot forced into every meeting.
Ship: Put 'human-approved, no forced bot' on the site right next to the goal-timeline demo.
Sell: For consent-minded buyers: lead with our approval gate and a portable goal/decision record, not an on/off switch bolted onto a notetaker.
Otter joins OpenAI Codex role-specific plugins — meeting context now completes whole workflows
Why it matters to us: Otter keeps growing as the context layer other AIs build on. Its meeting data now feeds OpenAI's Codex 'role-specific plugins', so an agent uses your conversations to finish a whole task — a meeting-prep pack of summaries, follow-ups, reports and plans — not just answer one question. It is still recall plus auto-actions. We defend on the goal kept across meetings, with decision provenance and a human approval gate.
Otter (own X/LinkedIn post, 8 Jul 2026) said it is part of OpenAI's new role-specific plugins in Codex: 'instead of using your meeting data to answer a single question, Codex uses trusted conversation context to complete an entire workflow.' Example: ask 'How should I get ready for my meeting tomorrow?' and get a prep package with summaries, follow-ups, reports, plans and analysis. Extends Otter's MCP / Conversational Knowledge Engine into OpenAI's agent surface.
Otter.ai (X) ↗Our move
Say: Otter feeds your meeting talk into agents that draft the next task; Collabix keeps the goal moving across meetings — its decisions, risks and the approved next step — not a one-shot workflow built from one call's context.
Ship: Demo one goal advancing across four meetings with a decision trail and a human approval gate, next to an agent that spins a prep pack from recall.
Sell: 'We'll just pull meetings into Codex or ChatGPT' → that is context for a one-off task; we drive the goal to done and only act once a human approves.
New on watch: Circleback — lean YC notetaker, big logos, third-party rev est. ~$16.8M on a tiny team
Why it matters to us: A credible new notetaker in the cluster we already watch (Fireflies/Otter/Granola/Fathom). Not our lane yet — notes + recall, no goals or approved execution. Track it for a move into orchestration or goal memory.
AI meeting notes + action items + automations (Zoom/Meet/Teams; sends to Linear/Notion/HubSpot/Slack; MCP/CLI). YC W24, ~$3M raised, reportedly cash-flow-positive with ~10 staff and thousands of customers incl. TikTok, Samsung, Cisco, Deloitte. Revenue figures (~$16.8M) are third-party estimates — unverified.
Y Combinator ↗Zoom to acquire Common Room — buyer-intelligence for its ‘AI revenue platform’
Why it matters to us: Zoom keeps expanding beyond meetings into outcomes: buying Common Room (buyer intelligence + RoomieAI research/prospecting agents) to bolt onto Zoom Revenue Accelerator. Not our goal loop directly (GTM/sales), but it grows Zoom’s heft right next door, post-ZoomMate.
Zoom announced (2 Jul 2026) a definitive agreement to acquire Common Room, an AI-native GTM intelligence platform that unifies CRM/product/marketing data + buyer signals; together with Zoom Revenue Accelerator it forms a ‘unified revenue AI platform’.
Zoom news ↗Our move
Say: Zoom is assembling a sales-intelligence stack; Collabix keeps the cross-team GOAL — decisions, risks, dependencies — moving across meetings and tools, not just revenue signals.
Ship: —
Sell: For buyers outside sales: our value is the goal across every meeting, not a revenue-only AI layer.
Rovo MCP hits 5M daily tool calls — agents now COMPLETE work in Jira from any surface (IDE/terminal/Cursor)
Why it matters to us: Rovo’s agentic-execution loop is deepening with a huge adoption stat: 5M daily MCP tool calls, and agents can now complete Jira work from any agent surface (e.g. Jira in Cursor) with a self-improving context loop. Dev-focused today, but it’s the agent→Jira-work loop we operate in, with Atlassian lock-in.
Atlassian LinkedIn (~1 Jul 2026): Rovo MCP at 5M+ daily tool calls; new MCP enhancements let agents complete work in Jira directly from any agent surface (IDE/terminal, shown with Jira in Cursor), access Jira-linked code activity, and shape responses to save tokens.
Atlassian LinkedIn ↗Our move
Say: Rovo executes Jira work inside the Atlassian/dev surface; Collabix captures the goal in the meeting and pushes approved work into Jira AND Azure DevOps, keeping the decision trail across meetings.
Ship: Demo cross-stack goal memory (Jira + ADO), not single-suite Jira execution.
Sell: For teams not all-in on Atlassian: we’re neutral + approval-gated, no Teamwork-Graph lock-in.
Sembly June update (offline recording, custom templates) + hard ‘the memory Claude can’t have’ positioning
Why it matters to us: Sembly is leaning into decision/memory turf we play in: it captures decisions + action items from meetings and generates docs from that data, and is marketing itself as covering ‘what Claude leaves open’ (Claude was never in your meetings). June shipped offline recording + custom templates.
Sembly LinkedIn (June 2026 digest): new offline recording + custom templates; positioning posts argue Claude’s blind spots (not in meetings, snapshot memory) are exactly where Sembly’s captured decisions/action-items + generated docs step in.
Sembly LinkedIn ↗Our move
Say: Sembly remembers and documents meetings; Collabix drives the goal to done — decisions, risks and the approved next step across meetings and your trackers.
Ship: Show the goal advancing with provenance, not a generated debrief doc.
Sell: ‘Isn’t good meeting memory enough?’ → memory is recall; we turn it into the approved next step on the goal.
Planner Agent GA completes with a human-in-the-loop 'review & confirm' task card
Why it matters to us: Microsoft is adding a human-approval step to Planner Agent (review-and-confirm before changes apply) — narrowing one of our differentiators. But it's single-task confirm inside Planner, not goal-level approval across meetings and tools.
Planner Agent GA rollout completed late June 2026, surfaced in Outlook (web + Windows) and the M365 Copilot app; a review-and-confirm task card keeps a human in the loop before changes are applied.
A Guide to Cloud & AI ↗Our move
Say: Planner confirms one task; Collabix approves the goal's next step with its full context — decisions, risks, dependencies — across meetings and across Jira/Azure DevOps.
Ship: Show approval at the goal level spanning a sprint, not a single Planner card.
Sell: For Microsoft-heavy teams: we complement Planner with cross-meeting goal memory + Azure DevOps, not tenant-locked task confirms.
Homepage now says 'turn conversations into Action'
Why it matters to us: They are stepping onto our territory — 'action', not just notes. Watch closely.
Positioning shifted explicitly into the execution lane.
read.ai homepage ↗Our move
Say: Read searches your talk; Collabix keeps the GOAL alive across meetings and ships it to your Jira/ADO.
Ship: Action Queue: critical-only filter.
Sell: 'Why not Read AI?' → goal-continuity + approval step + no bot in every call.
Loved on G2 (4.6) but hated on Trustpilot (1.4)
Why it matters to us: Their weak spot is OUR content: the market already dislikes the always-on bot and privacy. We avoid both.
~85% 1-star on Trustpilot — intrusive bot + privacy complaints.
Trustpilot/G2 ↗Our move
Say: Content: 'The meeting bot nobody asked for' — show goal tracking with no bot in the call.
Ship: Make 'no persistent bot' explicit on site.
Sell: Privacy-first line for EU buyers.
Cisco AI PODs: secure on-prem AI for Webex meetings now orderable (LinkedIn)
Why it matters to us: A top rival is removing the cloud/compliance objection for regulated buyers — on-prem AI for meetings. Narrows our enterprise-governance edge with security-first orgs.
Webex LinkedIn (~Jun 2026): 'Cisco AI PODs for Collaboration now available to order — secure on-premise AI for Cisco Meetings, built for strict security, compliance and data-sovereignty requirements.'
Webex LinkedIn ↗Our move
Say: Where the AI runs is table stakes for regulated buyers; Collabix's edge is the goal layer across tools with human-approved execution — not just deployment location.
Ship: —
Sell: For security-first buyers: lead with approval-gated execution + data portability (your goal/decisions live in Collabix), not on-prem vs cloud.
Confirmed as our #1 rival (deep research)
Why it matters to us: Most capable on our turf, but the handoff gap and Atlassian lock-in are real openings for us.
Rovo Dev (CLI/IDE/MCP), Rovo Studio, MS Teams app in early access. Still no native goal entity.
Internal deep researchOwns 'Discovery→Delivery' wording — do not copy it
Why it matters to us: Guardrail for us: never use their tagline; say our loop in our own words.
They have owned this phrasing since ~2023.
NotebookLM researchProductboard Spark hits GA — citations/evidence per finding
Why it matters to us: The closest tool on 'goals' now ties findings to citations (provenance-style) and closes spec→shipped→learnings — adjacent to our moat.
Spark agentic product system reached general availability ~22 Jun 2026.
Productboard blog ↗Our move
Say: Productboard's provenance lives in product strategy; Collabix's lives in the meeting — every decision traced to the moment it was made.
Ship: —
Sell: Different layer — we sit alongside Productboard and own the meeting→execution loop.
Sleeper threat — 90-day memory could mimic our trajectory
Why it matters to us: Verify if 'Success Plans' are live entities. If yes, the gap to us narrows fast.
90-day multi-meeting memory + Success Plans.
Internal verdictVerified: Sembly 'Success Plans' are generated docs, not a live goal
Why it matters to us: Good news for us: their roadmap/status artifacts are regenerated documents per cycle, NOT a persistent goal object — so our goal-memory edge holds.
Semblian generates multi-session roadmap/status docs with dependencies and decisions, but there is no persistent live goal entity.
Sembly use-case page ↗Microsoft Planner Agent GA + a new 'goals bucket'
Why it matters to us: Microsoft put GOALS into Planner (objective-tied tasks) and shipped a Planner Agent — landing in our goal-tracking positioning, with tenant lock-in.
Planner Agent in M365 Copilot reached GA on 15 Jun 2026; a new 'goals bucket' organizes tasks around high-level objectives.
Microsoft Tech Community ↗Our move
Say: A 'goals bucket' is a list; Collabix keeps the goal's why — the decisions, risks and dependencies — alive across meetings and across tools.
Ship: —
Sell: For Microsoft-heavy teams: we complement Planner with cross-meeting goal memory + Azure DevOps.
Fireflies expands to 200+ AI Skills + 'Live Assist' + MCP
Why it matters to us: Scaling from notetaker to programmable real-time actions — broad reach, but no goal or decision governance.
200+ AI Skills/agents, real-time 'Live Assist' coaching, and an MCP for Claude/ChatGPT/Devin.
Fireflies blog ↗Our move
Say: Fireflies gives you 200 skills; Collabix gives you the one thing that matters — the goal, governed and remembered across meetings.
Ship: —
Sell: —
ZoomMate launches: a $20/mo AI teammate that turns meeting decisions into finished cross-stack work
Why it matters to us: Zoom just went cross-stack. ZoomMate takes what's decided in a call and executes it into Jira, Salesforce, ServiceNow and Slack — not only inside Zoom. That kills our old 'they keep work in Zoom' line. Our edge is now the goal kept across meetings, with decision provenance and a human approval step.
GA in North America from 1 Jun 2026 at $20/user/mo (global later in 2026). Connects live meeting context to: agentic search across connected systems, orchestration that executes follow-ups, and AI-drafted deliverables. Integrations: Salesforce, Jira, Slack, ServiceNow, Workday, Google Workspace, Microsoft 365.
UC Today ↗Our move
Say: ZoomMate finishes one call's work; Collabix keeps the goal alive across every meeting — its decisions, risks and dependencies — and acts only after a human approves.
Ship: Demo a goal that spans four meetings with a decision trail, not a single-call follow-up.
Sell: 'Why not just ZoomMate?' → only if your team meets 100% on Zoom and trusts auto-execution; we're call-platform-neutral (Zoom/Teams/Meet) with an approval gate.
Read AI becomes a Claude connector — meetings, action items & calls as building blocks in Claude
Why it matters to us: Read AI is turning its meeting data into a context layer other AIs build on (Claude AND ChatGPT), and it is getting real adoption (~40% WoW). That is the memory/context-layer land-grab near our turf — but it is recall/context, not goal-tracking or approved execution.
Read AI blog (27 May 2026): meetings, action items and customer conversations become building blocks inside Claude (a Claude connector) via three plug-and-play skills. Also has an OpenAI/ChatGPT connector — and Read AI says MCP + ChatGPT-connector usage is compounding ~40% week-over-week (doubling WoW at launch), i.e. the context-layer play is gaining real traction.
Read AI blog ↗Our move
Say: Read AI makes your meetings searchable inside Claude; Collabix keeps the goal moving — its decisions, risks and the approved next step — across meetings.
Ship: Show the goal advancing across meetings with provenance, not a Q&A over past calls.
Sell: For ‘we will just query meetings in Claude’ buyers: that is recall; we drive the goal to done with a human approval gate.
ClickUp Brain² Notetaker now attends calls + keeps persistent memory
Why it matters to us: A PM tool's AI now joins calls and builds cross-meeting context — moving from infra into our meeting→execution + memory space (but ClickUp-locked).
Brain² launch: AI Super Agents + an AI Notetaker that attends calls and 'builds context automatically' + persistent memory.
ClickUp blog ↗Our move
Say: ClickUp's memory only works inside ClickUp; Collabix is cross-stack and keeps the goal whatever trackers your team uses.
Ship: —
Sell: For Jira/Azure DevOps teams: we're the neutral layer ClickUp can't be.
New on watch: Viktor — $75M AI “coworker” in Slack/Teams (adjacent, not our category yet)
Why it matters to us: Big and fast (Accel $75M, ~$20M ARR, 2,000+ orgs) but horizontal — does general work, not meeting→goal. Added to Background; watch for any drift toward meeting capture / goal / decision tracking.
Ex-Meta founders; AI coworker in Slack/Teams across 3,000+ tools. Touches our lane only via generic “meeting follow-ups” + preference memory.
Fortune ↗Rovo ships agentic execution + a 'Memory' feature at Team '26
Why it matters to us: Our #1 rival now executes work inside Jira and added cross-session memory + auto goal-status updates — closing toward our loop, but only inside Atlassian.
Jira Agents GA, assigned to work items with audit logging; new 'Memory' capability; beta goal/project status auto-updates.
Atlassian blog ↗Our move
Say: Rovo's depth is its cage — it only sees Atlassian. Collabix keeps your goal alive across any stack (Jira + Azure DevOps + Slack + Teams).
Ship: Lead the demo with a mixed-stack team (Jira + Azure DevOps).
Sell: 'Why not Rovo?' → all-Atlassian lock-in, and a human still publishes the goal update (the handoff gap).
Rovo auto-routes work to the right owner via Teamwork Graph; Confluence 'Remix' + partner agents expand agentic execution
Why it matters to us: Rovo now reads the people, projects and context behind work (Teamwork Graph) and routes tasks to the right owner automatically — moving from 'suggest' to 'assign and execute'. It's the closest rival to our meeting→work loop, carried by Atlassian lock-in.
At Team '26 (6 May 2026) Atlassian pushed Rovo into agentic execution: Jira surfaces the right owner and routes work automatically (Rovo-enabled Jira Cloud — in DMs now, any channel soon); Confluence added 'Remix with Rovo' + out-of-the-box partner agents that turn pages into PRDs, status updates and apps.
SiliconANGLE ↗Our move
Say: Rovo routes work inside Atlassian; Collabix captures the goal in the meeting and pushes approved work into Jira AND Azure DevOps, keeping the decision trail across meetings.
Ship: Show cross-stack (Jira + ADO) goal memory, not single-suite routing.
Sell: For teams not all-in on Atlassian: we're neutral and approval-gated, no Teamwork-Graph lock-in.
Granola raises $125M Series C + cross-meeting 'Chat'
Why it matters to us: Hot and well-funded; cross-meeting Chat + Briefs build a company-context layer — edging toward our memory space, but notes-first.
$125M Series C to 'put company context to work'; cross-meeting Granola Chat + pre-meeting Briefs + MCP connectors.
Granola ↗Our move
Say: Granola remembers what was said; Collabix remembers what it was FOR — the goal, with the decisions and risks attached.
Ship: —
Sell: —
Motion raises $60M for an 'Agentic Work Suite'
Why it matters to us: Well-funded push into the same meeting→task→execution loop (Notetaker→tasks, auto-schedule) — minus our cross-stack/goal-provenance moat.
$60M at a $550M valuation; new AI Docs Assistant turns notes into tasks.
Motion blog ↗Our move
Say: Motion schedules the tasks; Collabix keeps the goal those tasks serve — and the decisions behind them — across meetings and tools.
Ship: —
Sell: —
Facilitator adds Planner task-sync + Word/Loop drafting (public preview)
Why it matters to us: Our biggest threat is inching toward execution — but tasks still only reach Planner, it's single-meeting and Teams-only. That's our wedge.
Public preview: Facilitator syncs tasks to Planner and drafts Word/Loop docs; extended to Teams Rooms. Requires an M365 Copilot license.
Microsoft Tech Community ↗Our move
Say: Copilot summarizes one meeting; Collabix carries the goal across meetings and ships it to the trackers your devs use — Jira/Azure DevOps, not just Planner.
Ship: Show Azure DevOps depth + a cross-meeting goal timeline.
Sell: 'Why not Facilitator?' → Planner-only, Teams-only, no memory across meetings.
Otter launches the ‘Conversational Knowledge Engine’ — auto-updates Salesforce/Gmail/Jira after a call + runs as an MCP server
Why it matters to us: This is cross-stack EXECUTION + a memory/context layer — our exact territory. Otter now does meeting→auto-update-Salesforce/Gmail/Jira AND exposes meetings to Claude/ChatGPT via MCP. We defend on the GOAL kept across meetings with decision provenance and a human approval gate (Otter auto-acts).
Otter.ai (28 Apr 2026, +CEO manifesto pushed on LinkedIn ~Jul) reframes itself from notetaker to a ‘system of record for meetings’: the moment a call ends it can update Salesforce, draft the Gmail follow-up and drop action items into Jira with no babysitting; runs as an MCP server so Claude/ChatGPT use meeting history as live context. Claims a new $100B+ category; 35M users, a billion meetings.
TechCrunch ↗Our move
Say: Otter turns meetings into a searchable knowledge base and fires off tasks; Collabix keeps the goal moving across meetings — its decisions, risks and the approved next step — not a pile of auto-actions.
Ship: Show one goal advancing across four meetings with provenance + a human approval gate, vs an auto-updated CRM record.
Sell: For ‘system of record for meetings’ buyers: recall + auto-actions isn’t a goal that knows its own history and only acts once a human approves.
Spinach adds real-time Q&A + auto-syncs action items to Jira/Linear/HubSpot
Why it matters to us: Closest in intent; it turns standup talk into synced dev tickets in real time — squarely our loop, but ceremony-bound.
Real-time in-meeting Q&A + live notes; expanded its automation pipeline to auto-sync meeting action items to Jira/Linear and (Apr 2026) HubSpot.
Spinach blog ↗Our move
Say: Spinach lives in the standup; Collabix carries the goal between standups, planning and reviews — one continuous timeline.
Ship: Show goal continuity across ceremony types.
Sell: 'Why not Spinach?' → ceremony-bound, not a continuous goal; we also cover Azure DevOps + PMO/exec.
Google expands AI meeting notes + 'Workspace Intelligence' cross-doc memory
Why it matters to us: Google is bundling decision/next-step capture and cross-doc semantic memory free at huge scale — commoditizing entry-level capture and edging toward our provenance moat.
Next 2026: 'Take Notes For Me' now works for in-person + Zoom/Teams; 'Workspace Intelligence' understands relationships across Docs/Gmail/projects; a 'Decisions' section was added to notes.
Workspace blog ↗Our move
Say: Google logs a decision in one doc; Collabix keeps the decision attached to the goal it serves, across every meeting that touches it.
Ship: Show the decision→goal provenance link in the demo.
Sell: Privacy + cross-stack angle for non-Google shops.
Webex Task Agent now creates Jira tickets from meetings (GA Q1 2026)
Why it matters to us: A big call platform now runs our exact loop — it pulls action items AND opens Jira tickets, with huge distribution. We defend on goal memory across meetings.
Cisco AI Assistant's new Task Agent extracts and executes action items into Jira + Salesforce; full agent suite announced at Cisco Live EMEA (Feb 2026).
Computerworld ↗Our move
Say: Webex opens a ticket from one call; Collabix keeps the goal — and the decisions and risks behind it — across every meeting, into your Jira or Azure DevOps.
Ship: Demo a cross-meeting goal timeline, not just a single-meeting ticket.
Sell: 'Why not Webex?' → Webex-only + single-meeting; we're cross-stack with goal memory and an approval step.
Read AI adds 'Ask Read Actions' (CRM) + native Linear issue creation + cross-meeting memory
Why it matters to us: They now create Linear issues from meeting content and run actions into Salesforce/HubSpot, plus 'Large Meeting Models' that remember across thousands of meetings — straight at our memory + execution turf.
'Ask Read Actions' updates CRMs, sends emails and triggers workflows from search; a native Linear integration creates issues from meeting content; LMMs expand context from one meeting to thousands.
Read AI blog ↗Our move
Say: Read can open a Linear issue; Collabix keeps the goal that issue serves — with the decisions and risks behind it — across every meeting, into Jira/Azure DevOps too.
Ship: Show the goal→work link in the demo, not just a single auto-created issue.
Sell: 'Why not Read AI?' → recall/search + an always-on bot people dislike; we govern the goal across meetings with an approval step.
Spinach repositions as 'the context layer' for AI agents (LinkedIn)
Why it matters to us: Our closest-intent rival is shifting from AI scrum master straight into our territory — a 'context layer' that captures and centralizes human communication for AI. That's our goal-context-memory moat, in their words.
Spinach 'Wrap 2025' on LinkedIn (~Jan 2026): 'the market realized how crucial context is for AI… companies need a new context layer — we're building that layer, capturing and centralizing human communication.'
Spinach LinkedIn ↗Our move
Say: A generic 'context layer' just stores talk; Collabix attaches context to the GOAL — decisions, risks, dependencies — so it drives work, not just recall.
Ship: Make the goal → decision → tracked-work thread the hero of the demo.
Sell: 'Spinach is building a context layer too' → ours is goal-scoped and ships approved work to Jira/ADO, not a passive store.
Zoom AI Companion 3.0: action items → Tasks, agentic workflows, Jira connector + memory
Why it matters to us: Zoom now turns action items into tasks, runs agentic workflows, and added cross-source memory + a Jira connector — overlapping our core, but in-ecosystem.
GA Dec 2025; May 2026 added in-meeting workflows (CRM updates from notes).
Zoom news ↗Our move
Say: Zoom Companion runs work from a call; Collabix keeps the goal across meetings — its decisions and risks — and ships the approved next step into your trackers.
Ship: —
Sell: 'Good enough in Zoom?' → fine for single-call recap; cross-meeting goals + approval need us.
Fellow 5.0: botless + MCP + Zapier
Why it matters to us: Kills our old 'no bot' advantage — but not our goal-memory edge. Adjust our message.
Most aggressive late-2025 move in the space.
Fellow blog ↗Raised $50M Series B (total ~$81M, ~$450M value)
Why it matters to us: They are well funded and scaling — they can out-spend us, so we win on focus, not force.
Smash Capital led; ~1M new users/month at near-zero marketing.
TechCrunch ↗Airgram shut down (acquired by Notta)
Why it matters to us: One fewer competitor — demand moved to Notta. Removed from active watch, kept as historical.
Service discontinued ~Mar 2024; domain no longer resolves.
Industry reports ↗