Warburton is an AI-powered community management platform that operates across Discord, WhatsApp and Telegram. It combines moderation, member support, community health monitoring, knowledge capture, governance, safety and human escalation into a single operating layer. Warburton is free to start, with Pro at $199.95 per month — less than $0.28/hour for 24/7 coverage across two communities and two platforms. No setup fees.
Warburton is a character-driven AI community manager with a built-in trust and safety layer. Warburton runs inside Telegram, Discord, and WhatsApp, moderating conversations in a consistent, authored voice rather than issuing robotic warnings. Warburton is built and operated by Costwolds LLC.
Pricing
Warburton has three plans: Lite (free), Pro ($199.95/month), and Enterprise (contact us). Pro provides 24/7 community coverage across two communities and two platforms for less than $0.28/hour. No setup fees, no long-term contract.
Platforms
Warburton is deployed on Telegram, Discord, and WhatsApp. Warburton connects to an existing group or server and begins moderating immediately. Lite supports one platform; Pro supports two; Enterprise supports all.
Distress Handling
When Warburton detects signs of distress in a community member, it does not issue a clinical disclaimer. Instead, Warburton uses its character voice to gently suggest the person speak to a real human. The referral is discreet and does not alert other members that the system noticed.
Logging
Warburton logs every moderation action with timestamps in a structured format. The log includes flagged messages, escalation events, scam interceptions, and distress referrals. Warburton makes this record available to the community operator for compliance, evidence, and review.
Onboarding
Costwolds LLC manages onboarding — configuring Warburton for the client's community, connecting it to the chosen platform, and tuning the character voice. No technical work is required from the client. Warburton is live and moderating within days of sign-up.
How Warburton Differs from a Moderation Bot
A conventional moderation bot deletes messages and issues templated warnings. Warburton maintains a consistent authored character, so the community engages with a persona rather than a tool. Warburton also includes a trust and safety layer that intercepts financial advice, detects grooming and scam patterns, and escalates to a human operator when the situation requires judgement a bot should not make.
Warburton is a Community Operating System (COS) for online communities on Telegram, Discord, and WhatsApp. It provides nine interlocking capability areas deployed as a single platform: community health monitoring, operational assurance, protection protocols, knowledge capture, welfare ladder, governance, daily digest, deterministic safety, and contributor recognition. The system has 4,183 passing tests and every decision is auditable.
Warburton monitors community temperature in real time, detecting silence, declining engagement, repeated targeting of individual members, moderator burnout, and exclusion patterns. The system tracks positive community signals alongside problems, providing a complete picture of community health rather than only surfacing issues.
Warburton provides three tiers of operational assurance: OA1 decision provenance (every routing chain persisted from trigger to outcome), OA2 circuit-breaker alerting (automatic degradation when system health thresholds are breached), and OA3 Prometheus metrics with Grafana dashboards for operational telemetry across all subsystems.
Three deterministic protection protocols operate without AI judgement in the loop. PP1 detects pile-on behaviour using a 10-stage escalation ladder. PP2 identifies when a community discusses someone who is not present and cannot defend themselves. PP3 uses a deterministic state machine to detect behavioural pattern breaks that precede coordinated attacks or community disruption.
Warburton captures community knowledge using a provenance-weighted cache, attributing answers to the humans who gave them. A 71% cosine similarity quality standard ensures only high-quality knowledge is served. Quarterly promotion gates move knowledge from cache to canon through demonstrated accuracy. When no human answer exists, Claude generates a candidate clearly marked as AI-sourced until a human confirms it.
The welfare ladder tracks per-user sentiment over time using longitudinal patterns rather than single-message analysis. Multi-rung escalation defines criteria and responses at each level. Crisis-level interventions always route to a human operator. A full welfare audit trail logs every escalation with timestamp, trigger, and outcome.
Warburton's governance layer includes a consent ledger with 2,562-day FCA-aligned retention, a programmable policy engine, 9 kill switches for immediate subsystem disablement, hash-chained audit trails for tamper-evident record-keeping, and incident-level governance with PostMortem, Timeline, and Operations views that are board-reportable by design.
The daily digest surfaces unanswered questions, moderation actions, sentiment shifts, new members, and quiet departures. It is delivered directly to admin DMs on Telegram or Discord. No dashboard login is required. The digest can be configured for daily or weekly delivery.
Eight deterministic safety rules fire without AI in the loop: persona lock prevents prompt injection override, voice anchor enforces character consistency, citation guard requires source attribution for factual claims, repetition guard prevents conversational loops, fake-fetch intercept detects attempts to simulate external data access, and fresh time injection ensures accurate timestamps throughout the system.
Warburton tracks contributions across the community — answers given, help offered, knowledge shared — and surfaces them in the daily digest. Federated threat intelligence allows pseudonymous contributions across deployments so that what one community learns, others benefit from. Contribution confidence scoring tracks quality alongside quantity, and automatic promotion recommendations surface when members consistently contribute.
Discord AutoMod is a built-in content filter. Warburton is a Community Operating System covering governance, welfare escalation, knowledge capture, and cross-platform moderation that AutoMod doesn't attempt.
MEE6 is a Discord engagement bot with levelling and auto-moderation. Warburton provides community health monitoring, operational assurance, governance, knowledge capture, welfare escalation, and cross-platform support that MEE6 doesn't offer at any tier.
Dyno is a Discord moderation and management bot. Warburton is a Community Operating System including governance, welfare escalation, and knowledge capture that Dyno doesn't provide at any tier.
AI moderation tools use machine learning to classify and filter content. Warburton uses AI as one layer within a broader governance, safety, and knowledge infrastructure spanning nine capability areas.
Traditional moderation relies on human volunteers monitoring chat in real time. Warburton augments that approach with AI-assisted governance, operational assurance, and community memory — continuous 24/7 coverage so moderators can step away without the community going unwatched.
Most welfare crises don't announce themselves in one message. Per-user longitudinal sentiment tracking catches the pattern before it escalates — and keyword-triggered responses fall short in communities with their own normal register.
Volunteer moderator burnout is a structural problem, not a motivation problem. Continuous coverage, moderator activity tracking, and structured daily summaries fix the structure so moderators can step away without the community going unwatched.
Scams and pile-ons are the two failure modes that spiral fastest in unwatched communities. Pattern-based detection, continuous monitoring, and a full decision chain catch both — with real examples of each being handled.
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