Agent for hire · All agents
Anomaly Detection + Alerting Agent
Cross-cutting consumer that subscribes to every agent stream + operator-side signal and surfaces correlated anomalies across the fleet.
Hire the cross-cutting consumer that watches every output stream in your swarm. Subscribes to brand-drift, quality-telemetry, SERP-anomaly, data-quality, cancellation/churn, crisis, CS-quality, asset-quality, and staleness alert categories from foundation + surface agents, plus operator-side revenue / NPS / support signals. Classifies severity, correlates causal chains within 60-minute windows, deduplicates cross-source alerts, suppresses false positives via human-acknowledged learning, and routes via governance to the team that owns each anomaly type.
- Minimum term
- 6 months
- Context tuning
- 10 days · included
How pricing works
Pricing is scoped to your operation in a 30-minute consultation — how many locations, which integrations, what context tuning we do at onboarding. After the call you receive a private checkout link with a fixed monthly number.
Two paths to running this agent
Self-host with the free deployment guide and run your own instance, or rent the hosted agent and skip the build entirely. The skill library is the same either way — the rental ships with hosting, maintenance, and context-tuning included.
DIY
Self-host with the deployment guide
Free walkthrough of how to deploy anomaly detection on your own infrastructure. You bring the engineering time and the integrations. You own every artifact end-to-end.
- Effort
- Yours
- Time
- Self-paced
- Cost
- Free
DFY — rental
Rent the hosted agent
We host the runtime, maintain the skill library, and tune the agent to your context at onboarding. You pay a monthly fee. No bespoke customization — new skills go through the shared backlog.
- Effort
- Ours
- Onboarding
- 10 days
- Cost
- Scoped on call
What this agent owns
Every business-metric anomaly across the agent fleet. Owns 9 alert-stream categories — brand-drift, quality-telemetry, SERP-anomaly, data-quality, cancellation/churn, crisis, CS-quality, asset-quality, and staleness. Composes with governance-decision-router for routing and integration-drift-monitor for external-vendor signal. Wraps PagerDuty / Opsgenie as escalation backend; does not replace infrastructure observability (Datadog / New Relic / Splunk).
Install it where your team already works
The agent listens for inbound requests from any of these surfaces and acts inside its skill boundary.
- Slack
- Microsoft Teams
- Webhooks
- REST API
Example asks
- Subscribed event stream from any foundation or surface agent (real-time classification)
- "@anomaly trace last Tuesday's Austin ROAS drop" (Slack)
- Hourly cross-stream correlation + daily digest summary
- Human acknowledgment loop — silence / escalate / false-positive feeds threshold tuning
Skill library
Every skill in the rental package. Status reflects current development state — early-adopter subscribers influence which backlog skills move into development next.
In development
- In development
Subscribes to change-events from every foundation + surface agent plus operator-side webhooks (revenue, support, NPS, rank).
- In development
Cross-stream causal-chain correlation
Detects causal chains across streams within 60-minute windows ("ROAS dropped because rank dropped because schema broke Tuesday").
- In development
Owns brand-drift, quality-telemetry, SERP-anomaly, data-quality, cancellation/churn, crisis, CS-quality, asset-quality, and staleness alert categories.
- In development
Routes critical → leadership + page; high → ops queue + Slack; medium → daily digest; low → suppress with audit trail.
- In development
Threshold tuning + human-acknowledged-alert learning loop reduces alert fatigue across the fleet.
- In development
Cross-source alert deduplication
Collapses same-anomaly alerts firing from multiple sources into a single routed alert with composite evidence.
Backlog — subscribers prioritize one at a time
These skills are mapped from the 248-loop SKU research backlog. We build one at a time, in sequence, with active subscribers voting on which goes next. One skill per quarter is included in the base rental; subscribers can request more through a separate skill-accelerator add-on.
- Backlog · subscriber-prioritized
Predictive anomaly forecasting
Forecasts which metrics are about to breach before they breach using fleet-wide pattern history.
Suggest a skill
The backlog is open-ended. If the skill you need is not on this list, propose it during onboarding or anytime through your subscriber Slack — every active subscriber gets a vote on what moves into development next.
What is and is not in the rental
Included
- Hosted agent runtime + integrations
- 10-day context tuning at onboarding (brand spec, master record, integration credentials, autonomy profile)
- Maintained skill library — every skill listed above
- 2 new skill from the shared backlog per quarter
- Weekly + monthly usage reporting
- Subscriber Slack for priority + escalation
- Every artifact the agent produces is yours to keep
Not included
- Bespoke skill development outside the shared backlog
- Custom integrations beyond the listed surfaces
- Strategy / executive layer — handled by the Fractional CMO engagement
- Whole-stack orchestration of multiple agents — handled by the Setup Sprint or Fractional CMO
- Initial build of the productized capability — see /implementations for the one-time setup engagement
Adjacent agents in the swarm
Anomaly detection works cleanly alongside these agents. Subscribe to multiple to operate the full swarm; subscribe to one to start with the tightest pain point.
Governance Decision Router Agent
The 4th foundation pillar — routes every draft output from every Completions agent to publish, batch-review, FBC, escalation, or reject.
Min 6-month term · context tuning included at onboarding
Integration Drift Monitor Agent
Cross-cutting consumer that monitors the 30+ external-vendor integrations behind your swarm and surfaces drift before agents break.
Min 6-month term · context tuning included at onboarding
Per-Location Rollup + Executive Reporting Agent
CFO / board / PE-sponsor / franchisee-council reporting surface — cohort-framed rollups, drivers analysis, forward-looking recommendations.
Min 6-month term · context tuning included at onboarding
Book a consultation to hire anomaly detection.
Thirty minutes. We scope your operation — locations, integrations, compliance shape, where the agent runs first — and follow up with a fixed monthly number and a private checkout link. Skill library is still in development; first subscribers shape the backlog.