Campaigns That Run
With Full Market Context.

Campaign Launch Orchestration

Tell it 'launch the Q2 product announcement' and it coordinates content scheduling, sets up tracking, publishes across channels, and briefs the team — all in one governed workflow. Toolsmith wraps your ad platform, email, and CMS APIs as typed, reusable tools so agents can safely call them without custom code or IT tickets.

• Toolsmith converts your HubSpot, Google Ads, and CMS APIs into agent-callable tools — build once, reuse across every campaign
• Sequences tasks in the right order with dependencies respected
• Notifies stakeholders with context already attached

Performance Monitoring & Alerts

Agents continuously watch campaign KPIs and surface anomalies — budget pacing issues, engagement drops, or conversion spikes — before they become problems or missed opportunities. Governor's symbolic cycle handles routine KPI checks at near-zero cost, so you get always-on monitoring without always-on AI inference spend.

• Monitors spend, CTR, conversions, and pipeline contribution continuously — without burning LLM credits on every check
• Routes alerts to the right person with the right context when a real signal is detected
• Compares performance against past campaigns automatically via Logic-stored baselines
• Prism.chart and prism.render turn raw KPI data into formatted charts, HTML reports, and PDF briefs — automatically, without a BI tool

Audience Segmentation & Lead Scoring

Score and segment your audience using live behavioral signals from marketing automation, CRM, and product analytics — not static lists or stale exports. Logic (part of Memory) stores scoring thresholds and segment definitions as persistent, enforced rules that apply automatically on every re-score.

• Pulls engagement patterns, firmographic data, and product usage signals
• Logic stores segment definitions and scoring thresholds — enforced consistently across every run without reconfiguring each workflow
• Re-scores automatically as signals change

Brand-Consistent Content Generation

Agents that remember your brand guidelines, past campaign results, and audience insights — so every output is grounded in what's actually worked. Logic (part of Memory) stores brand guidelines and campaign baselines as queryable facts that survive across sessions and agents, without stuffing them into every prompt.

• Brand guidelines and tone-of-voice stored via logic.remember — queryable by any agent, any session, without prompt repetition
• Past campaign performance stored as baselines Logic can compare against automatically
• logic.constrain enforces budget caps and channel restrictions across all campaign workflows — define once, enforced everywhere

Campaign Managers

• Campaign briefs coordinated automatically across tools
• Launch checklists executed in the right order
• Performance comparisons pulled against past campaigns

Demand Gen

• Live lead scoring from behavioral + firmographic signals
• Audience segments refreshed as signals change
• Pipeline contribution tracked across touchpoints

Marketing Leadership

• Cognitive Trust Certificates (CTCs) on every workflow — cryptographic proof of what ran, under which policy, and at what cost
• logic.constrain enforces campaign budget caps infrastructure-wide — no agent workflow can exceed a defined spend threshold without explicit override
• Redactor strips customer PII (emails, behavioral profiles) from tool responses infrastructure-wide — GDPR compliance enforced without per-campaign configuration
• Budget pacing and anomaly detection run at near-zero cost via Governor's symbolic cycle — not continuous LLM polling