
Multi-participant meeting coordination portal
Reduce coordination effort per booked meeting while keeping named owners in control of commitments.
- For
- Sales teams and coordinators booking multi-participant meetings across organizations
- Solves
- Scheduling across several calendars, inboxes and channels consumes selling time and produces double bookings and dropped follow-ups.
- Delivers
- Confirmed meetings with recorded outcomes
- Built in
- about 5 weeks of creation time, MVP in 6 days
- Investment
- $14,000 for the MVP, $47,500 for the full product
- Run it
- Inside your business, or as part of your offer to clients
What it does
Reduce coordination effort per booked meeting while keeping named owners in control of commitments.
- Detect available slots across connected calendars.
- Suggest meeting times that satisfy stated constraints.
- Resolve overlapping meetings and double bookings.
- Compare proposed slots against attendee availability and priorities.
- Compare the reviewed result with the recorded baseline and value assumptions.
- Capture corrections and named-owner approval before sending invites.
- Export a versioned confirmed meeting record with source references and unresolved questions.
- Accept natural language scheduling commands.
- Capture requests from phone, SMS, WhatsApp and web forms.
- Enrich attendee context before meetings.
- Filter low-quality or non-business requests.
- Distribute meetings across team members by rota.
- Link scheduled meetings to outcomes.
- Send reminders and notifications.
- Create calendar invites from pasted event details.
- Publish customizable booking pages.
- Provide day, week, month and year calendar views.
- Chase no-responses and resolve scheduling conflicts.
- Send SMS confirmations with final appointment details.
Everything these tools do, in one app
- Automated meeting scheduling Books meetings automatically by finding times and coordinating calendars.Found in Expertise Booking, Siyaa.ai, Geniai Assist and 6 more
- Natural language scheduling Lets users create or change meetings using conversational commands.Found in Siyaa.ai, Geniai Assist, Clockwise Prism and 2 more
- Conflict resolution Detects and resolves overlapping meetings or double bookings.Found in Siyaa.ai, Cal.ai, Vela
- Multi-participant coordination Finds meeting slots that work for multiple attendees' calendars.Found in Siyaa.ai, Clockwise Prism, Cal.ai and 1 more
- Calendar platform integrations Connects with common calendar systems like Google and Outlook.Found in Expertise Booking, Siyaa.ai, Cal.ai and 2 more
- Communication tool integration Works with email, messaging, or conferencing tools for coordination.Found in Expertise Booking, Geniai Assist, Clockwise Prism and 2 more
- Inbound request handling Manages incoming meeting requests by checking availability and priorities.Found in Siyaa.ai, Vela, ClawEase
- Multi-channel inquiry capture Collects appointment requests from phone, SMS, WhatsApp, or web forms.Found in Vela, ClawEase
- Attendee enrichment Identifies and researches meeting attendees to provide context before meetings.Found in Expertise Booking
- Spam filtering Restricts bookings to business emails and reduces low-quality requests.Found in Expertise Booking
- Auto-assignment and rota Distributes meetings across team members automatically.Found in Expertise Booking
- Conversion tracking Links scheduled meetings to outcomes for tracking.Found in Expertise Booking
- Task automation workflows Automates routine tasks with customizable workflows.Found in Geniai Assist
- Reminders and notifications Sends real-time reminders and notifications for events.Found in Geniai Assist, Fantastical MCP for Mac
- Calendar invite creation Generates calendar invites from pasted event details.Found in invite.sh
- Customizable booking pages Creates personalized booking pages with visual customization.Found in Bookva.ai
- Calendar views Provides day, week, month, and year views of the calendar.Found in Fantastical MCP for Mac
- Follow-up handling Automatically chases no-responses and resolves scheduling conflicts.Found in Vela
- Workflow learning Learns existing booking interfaces without requiring prebuilt integrations.Found in ClawEase
- SMS confirmations Sends SMS with final appointment details after booking.Found in ClawEase
What goes in, what comes out
- Connected calendars
- Inbound requests
- Attendee context
- Booking rules
AI drafts, people review. Operational coordination portal.
- Confirmed meetings with recorded outcomes
How it works
The workflow
- InStart with
Connected calendars, inbound requests, attendee context and booking rules
- 1
Confirm the buyer's problem and scope
- 2
Collect connected calendars
- 3
Inbound requests
- 4
Attendee context and booking rules
- 5
Then follow this sequence: 1
- OutFinish with
Confirmed meetings with recorded outcomes
AI does the heavy lifting, people stay in charge
Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One connected calendar set and one booking policy; final commitments and priority calls remain with the named owner. A model suggestion is never a verified fact, professional decision or authorization to act.
What your team sees
Primary screens: Connected calendars and request intake, Editable coordination preview, Confirmation and outcome record. Use a queue of pending requests, a large central slot-finding canvas, and a right-hand panel for attendee context, constraints and comments. Let users compare proposed slots side by side. Display proposed, confirmed and rescheduled states. Provide a client-facing booking page with comments anchored to the relevant request. Make the task-specific outcome confirmed meetings with recorded outcomes visible beside its evidence, review state and value baseline.
Accounts and administration
Project ownership, calendar connections, request queues, approval states, booking policies, rota rules, message templates, download history and a rights record for supplied material. Add organization access boundaries, named reviewers, usage caps, data retention controls, export logs and explicit approval for external actions.
Integrations and data access
Buyer-owned calendars, inboxes and messaging accounts. Cloud calendar providers, email and messaging tools, conferencing platforms and CRM destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.
How we build it
We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.
- 1
Scoping call
Day 1Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.
- 2
MVP
6 daysOne buyer segment, one recurring use case; first modules: detect available slots across connected calendars; suggest meeting times that satisfy stated constraints. Manual review in the loop. Built by our AI software factory.
- 3
Paid pilot
7 daysAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- 4
Full product
3 weeksSelf-serve onboarding, billing, monitoring and the wider integration set.
- 5
Run and improve
MonthlyWe host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.
Why we start with an MVP
An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.
- Pick the riskiest assumption. Here: will sales teams and coordinators booking multi-participant meetings across organizations use it to solve "scheduling across several calendars, inboxes and channels consumes selling time and produces double bookings and dropped follow-ups"?
- Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
- Run a paid pilot. Agree quality and outcome thresholds before the pilot using this measure: Confirmed meetings per coordination hour and double bookings after confirmation.
- Measure, then decide. Track confirmed meetings per coordination hour and double bookings after confirmation; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase. Then expand, change course or stop, with evidence instead of opinions.
MVP scope for this solution. Pilot scope: One connected calendar set and one booking policy; final commitments and priority calls remain with the named owner. Implement one approved input format, a bounded representative case set and the first two task modules: detect available slots across connected calendars; suggest meeting times that satisfy stated constraints. Support the third module with operator review: resolve overlapping meetings and double bookings. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.
After the MVP. Once paid pilots prove usefulness, automate repeatable reviewed steps and add one verified source integration. Expand supported inputs and case volume only after new evaluation cases pass. Build reusable customer configurations and recurring value reports around confirmed meetings with recorded outcomes. Retain the explicit scope boundary: One connected calendar set and one booking policy; final commitments and priority calls remain with the named owner.
What the build depends on. Calendar connection and preview, asynchronous scheduling jobs, editable version history, reviewer access and tested export formats. High-fidelity production requires specialist coordination QA. Obtain representative authorized cases, baseline measurements, qualified reviewers and a buyer-side decision owner. Specific limitation: One connected calendar set and one booking policy; final commitments and priority calls remain with the named owner.
Investment
A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.
- Phase 1
MVP
One buyer segment, one recurring use case; first modules: detect available slots across connected calendars; suggest meeting times that satisfy stated constraints. Manual review in the loop.
- Phase 2
Paid pilot
Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- Phase 3
Full product
Self-serve onboarding, billing, monitoring and the wider integration set.
Indicative total, MVP to full product$47,500about 5 weeks of creation time · start with the MVP from $14,000
Running costs per month
A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.
| Stage | Hosting and infrastructure | AI usage | Total per month |
|---|---|---|---|
| MVP and paid pilotabout 3 customers | $30–$60 | $40–$90 | $70–$150 |
| Full productabout 50 customers | $110–$210 | $280–$560 | $390–$770 |
Run it or resell it
For your own team
Sales teams and coordinators booking multi-participant meetings across organizations run it inside the business: connected calendars, inbound requests, attendee context and booking rules in, confirmed meetings with recorded outcomes out, reviewed by your people.
As part of your offer
Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.
Your brand, or this one
Run it under your own brand, or start from this concept style.
- primary
#91276c - accent
#54c991 - surface
#f1e4ec - ink
#22201e
- Headings
- DM Serif Display
- Text
- DM Sans
- Voice
- Direct, upbeat, outcome-focused
Selling it to your own clients: the go-to-market playbook
Pricing to test
Test a USD 300-1,500 fixed pilot for one defined booking package. Offer a monthly coordination allowance after repeat demand. Quote complex multi-team or multi-region scheduling separately. These are test prices, not market benchmarks. Package the initial sale as one bounded confirmed meetings with recorded outcomes. Recurring fees must specify volume, review depth and integration support. For exchanges, test a disclosed coordination or successful-service fee rather than holding customer funds. Reprice only after measuring real delivery labor; platform-build cost is separate from a commercial pilot fee.
Message to test
Reduce coordination effort per booked meeting while keeping named owners in control of commitments. Demonstrate a concrete confirmed meetings with recorded outcomes using the buyer's approved example and show the baseline, corrections and actual delivery effort.
Where to find buyers
Sales teams and coordinators booking multi-participant meetings across organizations professional communities; specialist consultants serving this buyer; permissioned partner introductions; practical demonstrations at relevant trade or practitioner events.
Lead magnet
A reviewed sample confirmed meetings with recorded outcomes from a small authorized input set, with a transparent calculation of confirmed meetings per coordination hour and double bookings after confirmation and no promised savings.
The first 30 days
- Week 1: interview five sales teams and coordinators booking multi-participant meetings across organizations and inspect a recent example of scheduling across several calendars, inboxes and channels consumes selling time and produces double bookings and dropped follow-ups.
- Week 2: prepare a consented or synthetic demonstration of the three task modules.
- Week 3: seek one bounded paid pilot with agreed baseline and acceptance criteria.
- Week 4: measure confirmed meetings per coordination hour and double bookings after confirmation, reviewer effort and repeat-purchase interest. This is a demand-validation plan, not a thirty-day full-product delivery promise.
Paid pilot
Agree quality and outcome thresholds before the pilot using this measure: Confirmed meetings per coordination hour and double bookings after confirmation. Continue only if the buyer accepts the actual output, the intended job outcome improves without unacceptable errors, and measured delivery cost fits willingness to pay. Revise or stop if access is unavailable, qualified review cannot be provided, or apparent savings disappear after corrections and support. Use held-out cases when comparing model quality; use a properly reviewed comparison design before making causal claims. Record missing cases and negative results alongside successful outputs.
Success metrics
Confirmed meetings per coordination hour and double bookings after confirmation; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase.
Retention and expansion
Repeat the workflow when the buyer again needs confirmed meetings with recorded outcomes. Retain permissioned settings and reviewed examples, report realized value honestly, and sell increased volume or adjacent approved workflows only after contribution margin and quality remain acceptable.
Why clients would pick it
A reusable library of approved booking policies, rota rules and review examples, together with reliable delivery for a narrow sales niche. Build a permissioned library of representative task cases, reviewer corrections and verified operating constraints for sales teams and coordinators booking multi-participant meetings across organizations. Repeatable delivery and useful integrations matter more than access to a base model.
Alternatives and positioning
Expertise Booking, Siyaa.ai, Geniai Assist, Clockwise Prism, Cal.ai, invite.sh, Bookva.ai, Fantastical MCP for Mac, Vela and ClawEase, plus manual calendar coordination. Compare this product with the buyer's present method on confirmed meetings per coordination hour and double bookings after confirmation. Offer a bounded paid workflow instead of claiming broad autonomous expertise. Market uniqueness and competitor coverage are not verified.
Main delivery costs
Calendar and messaging API usage, storage, reviewer hours, client revision rounds and licensed source assets. Additional initial validation requires representative authorized sample preparation, buyer interviews, buyer-side evaluation and bounded validation of confirmed meetings with recorded outcomes. Track cost per accepted output, including correction work, unsuccessful cases and support.
Safeguards
Preserve attendee consent, source attribution, message accuracy and usage permissions. Named owners approve substantive commitments and external messages. One connected calendar set and one booking policy; final commitments and priority calls remain with the named owner. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.