Agents that operate.
Where the Starkstack playbook becomes code for your operation. Campaign generation, SERP monitoring and hyper-personalization with C-level governance maintained.
LLM agents tuned for marketing operations.
Automation without governance is risk. Automation with governance is competitive advantage. The Caporal AI programme was built on top of Starkstack. our proprietary orchestration platform. and structured to let agents execute tactical operations while the senior team maintains strategic control and auditability.
What we deliver
Marketing automation diagnosis
Mapping of repetitive tactical tasks that are candidates for automation, operational savings estimate and prioritization by ROI and implementation complexity.
Campaign and creative agents
Agents for generating ad copy variations, content briefings, email scripts and landing pages. Fine-tuning with client historical examples to preserve brand voice.
Autonomous SERP monitoring
Agents monitor SERP variations for critical vertical keywords, alert ranking changes and generate prioritized response recommendations.
Integration through Starkstack
Orchestration of all agents through the Starkstack platform. Complete audit log, escalation rules by action type and executive dashboard of agent activity.
Governance & guardrails
Configuration of autonomous action limits, C-level review checklists for irreversible actions such as publishing or budget allocation, and documentation of AI usage policies.
How we operate
Operation mapping (weeks 1-2)
Workshop with marketing and operations teams to identify repetitive tasks, bottlenecks and automation opportunities. Deliverable: process map with estimated ROI by automation.
Agent architecture (weeks 3-4)
Agent design by use case, input/output definition and integration with existing systems such as CRM, CMS and media platforms. Technical and business approval.
Fine-tuning & calibration (weeks 5-8)
Agent training with client historical data such as campaign examples, approved content and brand guidelines. Evaluation cycles with the senior Caporal team.
Controlled rollout (weeks 9-12)
Staging deployment with 100% human supervision during the first 4 weeks. Guardrail calibration based on real outputs. Approval for production.
Production with governance (ongoing)
Autonomous operation with complete audit log, quality deviation alerts and periodic senior review of outputs. Monthly report on agent activity and impact.
Capability evolution (quarterly)
Review of new use cases, base model updates with new versions and expansion of automation coverage based on operational learnings.
Frequently asked questions
What is Starkstack?
Starkstack is Caporal's proprietary SaaS orchestration platform for marketing operations. It allows configuring LLM agents with custom guardrails, audit log and C-level escalation rules.
What LLM models do you support?
Claude, GPT, Gemini, Llama and proprietary fine-tuned models. Model choice depends on the specific task and compliance requirements of each client.
How is agent governance handled?
All agents operate with configurable guardrails. rules that define what they can and cannot execute autonomously. Any non-reversible action requires C-level approval before execution.
Is it possible to integrate with our existing martech stack?
Yes. Starkstack has a headless API that connects to existing platforms: Google Ads, Meta, HubSpot, Salesforce, among others. Each integration is mapped and documented in the onboarding phase.
How do you measure automation ROI?
We instrument savings metrics from the start: creative production time before and after, campaign cost, response speed to SERP changes and content production volume. The monthly report includes operational cost compared with the pre-automation benchmark, validated with the client finance team.