Screenshot of the Community engagement operations portal interactive demo
Screenshot of the interactive demo, on sample data

Community engagement operations portal

Run community growth from one owned portal instead of several subscriptions.

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For
Product founders and community managers growing and engaging online communities
Solves
Community growth work is split across several rented tools, so engagement data, moderation, campaigns and content live apart and daily execution depends on manual coordination.
Delivers
Reviewed engagement actions and moderation decisions
Built in
about 5 weeks of creation time, MVP in 5 days
Investment
$13,000 for the MVP, $44,000 for the full product
Run it
Inside your business, or as part of your offer to clients
01

What it does

Run community growth from one owned portal instead of several subscriptions.

  1. Connect Discord, Telegram and Slack channels.
  2. Track member activity, retention and growth.
  3. Generate personalized daily tasks aligned to weekly goals.
  4. Let managers customize tasks with an interactive bot.
  5. Automate repetitive community management tasks.
  6. Draft posts, replies and comment responses with AI.
  7. Schedule and publish content to connected channels.
  8. Run targeted campaigns for defined member segments.
  9. Forecast engagement trends from historical activity.
  10. Show real-time engagement and health metrics.
  11. Enforce community standards with automated moderation.
  12. Route flagged content to named human reviewers.
  13. Host segmented discussion forums and topics.
  14. Suggest micro-community groupings of similar members.
  15. Refine content strategy from trending topic analysis.
  16. Export a versioned growth report with source references and unresolved questions.

Everything these tools do, in one app

What goes in, what comes out

What the customer puts in
  • Connected platform activity
  • Member records
  • Content history
  • Campaign settings

AI drafts, people review. Operational coordination portal.

What the customer gets
  • Reviewed engagement actions
  • Moderation decisions
02

How it works

The workflow

  1. In
    Start with

    Connected platform activity, member records, content history and campaign settings

  2. 1

    Confirm the buyer's problem and scope

  3. 2

    Collect connected platform activity

  4. 3

    Member records

  5. 4

    Content history and campaign settings

  6. 5

    Then follow this sequence: 1

  7. Out
    Finish with

    Reviewed engagement actions and moderation decisions

AI does the heavy lifting, people stay in charge

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for scheduling, counting, schema validation, hard moderation rules and reproducible tests. Review source-linked explanations and uncertainty before accepting results. Automated moderation flags only; final bans, member removals and public statements remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

What your team sees

Primary screens: Community overview and goals, Campaign and task board, Moderation and member queue, Content calendar, Growth and health reports. Use a left navigation for communities and channels, a central board for daily tasks and campaigns, and a right-hand panel for member context, AI suggestions and approvals. Let users compare periods side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant post or task. Make the task-specific outcome reviewed engagement actions and moderation decisions visible beside its evidence, review state and value baseline.

Accounts and administration

Community ownership, channel connections, member data boundaries, approval states, moderation rules, usage allowances, campaign limits, export 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

Discord, Telegram and Slack APIs, content calendars, member databases and analytics exports. 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.

03

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. 1

    Scoping call

    Day 1

    Thirty 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. 2

    MVP

    5 days

    One buyer segment, one recurring use case; first modules: connect Discord, Telegram and Slack channels; track member activity, retention and growth. Manual review in the loop. Built by our AI software factory.

  3. 3

    Paid pilot

    6 days

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

  4. 4

    Full product

    2 weeks

    Self-serve onboarding, billing, monitoring and the wider integration set.

  5. 5

    Run and improve

    Monthly

    We 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.

  1. Pick the riskiest assumption. Here: will product founders and community managers growing and engaging online communities use it to solve "community growth work is split across several rented tools, so engagement data, moderation, campaigns and content live apart and daily execution depends on manual coordination"?
  2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
  3. Run a paid pilot. Agree quality and outcome thresholds before the pilot using this measure: Active members per week, response time to member posts and retained members per month.
  4. Measure, then decide. Track active members per week and response time to member posts and retained members per month; 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 community, two connected channels and one moderation rule set; final bans and public statements remain human. Implement one approved input format, a bounded representative case set and the first two task modules: connect Discord, Telegram and Slack channels; track member activity, retention and growth. Support the third module with operator review: generate personalized daily tasks aligned to weekly goals. 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 channels and member volume only after new evaluation cases pass. Build reusable customer configurations and recurring value reports around reviewed engagement actions and moderation decisions. Retain the explicit scope boundary: One community, two connected channels and one moderation rule set; final bans and public statements remain human.

What the build depends on. Channel connection and preview, asynchronous job processing, editable version history, reviewer access and tested export formats. High-fidelity community operations require specialist moderation QA. Obtain representative authorized cases, baseline measurements, qualified reviewers and a buyer-side decision owner. Specific limitation: One community, two connected channels and one moderation rule set; final bans and public statements remain human.

04

Investment

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

  1. Phase 1

    MVP

    One buyer segment, one recurring use case; first modules: connect Discord, Telegram and Slack channels; track member activity, retention and growth. Manual review in the loop.

    $13,000 · about 5 days of creation time

  2. Phase 2

    Paid pilot

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

    $13,000 · about 6 days of creation time

  3. Phase 3

    Full product

    Self-serve onboarding, billing, monitoring and the wider integration set.

    $18,000 · about 2 weeks of creation time

Indicative total, MVP to full product$44,000about 5 weeks of creation time · start with the MVP from $13,000

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.

StageHosting and infrastructureAI usageTotal per month
MVP and paid pilotabout 3 customers$30–$60$40–$90$70–$150
Full productabout 50 customers$110–$210$280–$560$390–$770
05

Run it or resell it

Internally

For your own team

Product founders and community managers growing and engaging online communities run it inside the business: connected platform activity, member records, content history and campaign settings in, reviewed engagement actions and moderation decisions out, reviewed by your people.

For your clients

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#282791
  • accent#a0c954
  • surface#e5e4f1
  • ink#22201e
Headings
Libre Baskerville
Text
IBM Plex Sans
Voice
Energetic, specific, results-minded
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 community package. Offer a monthly production allowance after repeat demand. Quote complex multi-community or multi-brand setups separately. These are test prices, not market benchmarks. Package the initial sale as one bounded reviewed engagement actions and moderation decisions workflow. Recurring fees must specify channel count, 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

Run community growth from one owned portal instead of several subscriptions. Demonstrate a concrete reviewed engagement actions and moderation decisions workflow using the buyer's approved example and show the baseline, corrections and actual delivery effort.

Where to find buyers

Product founder and community manager professional communities; specialist consultants serving this buyer; permissioned partner introductions; practical demonstrations at relevant trade or practitioner events.

Lead magnet

A reviewed sample engagement and moderation report from a small authorized input set, with a transparent calculation of active members per week, response time to member posts and retained members per month and no promised savings.

The first 30 days

  1. Week 1: interview five product founders and community managers growing and engaging online communities and inspect a recent example of split tools, manual coordination and slow moderation.
  2. Week 2: prepare a consented or synthetic demonstration of the three task modules.
  3. Week 3: seek one bounded paid pilot with agreed baseline and acceptance criteria.
  4. Week 4: measure active members per week, response time to member posts and retained members per month, 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: Active members per week, response time to member posts and retained members per month. 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

Active members per week, response time to member posts and retained members per month; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase.

Retention and expansion

Repeat the workflow when the buyer again needs reviewed engagement actions and moderation decisions. 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 moderation rules, campaign templates and review examples, together with reliable delivery for a narrow community niche. Build a permissioned library of representative task cases, reviewer corrections and verified operating constraints for product founders and community managers growing and engaging online communities. Repeatable delivery and useful integrations matter more than access to a base model.

Alternatives and positioning

UP3T, Soofte, Community Hub and Podify, plus manual moderation and spreadsheet tracking. Compare this product with the buyer's present method on active members per week, response time to member posts and retained members per month. Offer a bounded paid workflow instead of claiming broad autonomous expertise. Market uniqueness and competitor coverage are not verified.

Main delivery costs

Model calls, platform 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 reviewed engagement actions and moderation decisions. Track cost per accepted output, including correction work, unsuccessful cases and support.

06

Safeguards

Preserve member privacy, source attribution, consent and platform terms. Community managers approve substantive actions and public statements. One community, two connected channels and one moderation rule set; final bans and public statements remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

Get this solution built

Built for you by our AI software factory, MVP in about 5 days. Tell us about your business and how you want to run it: inside your company, or as part of what you offer your clients. We reply within one working day.

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