AgenticDojo deploys a Dojo Master — the intelligence that presides over your fleet — and four specialized Senseis that evaluate, train, and promote your agents into more cognitively demanding work.
Expected enterprise AI agent count by 2028 — Gartner
Of enterprises currently running agents in production — LangChain 2026
Platforms that elevate those agents into cognitive roles — before AgenticDojo
Most enterprise AI deployments stall at the same ceiling. Agents handle volume. They don't build capability. No one owns their development — and the gap between what they do and what they could do keeps compounding.
Your agents handle tickets, route intents, deflect FAQs. They do it well. They cost money. They never get better. Nobody is responsible for their development — not engineering, not operations, not the vendor who sold you the platform.
Eval dashboards tell engineers what went wrong. They don't fix it. Coaching software coaches humans, not AI. Orchestrators route work but don't improve the workers. The root cause stays invisible. The capability gap widens every quarter.
No mechanism evaluates your agents, finds the gap, closes it, and redeploys them into CX management, risk decisioning, cross-sell discovery, or solutions design. That work stays with humans — or it simply doesn't get done.
AgenticDojo deploys a Dojo Master — the always-on intelligence layer that presides over your entire AI fleet — supported by four specialized Senseis, each mastering a distinct cognitive domain. The Dojo Master governs. The Senseis elevate. Your agents graduate.
Governs the fleet · Runs ACT scoring · Issues promotion verdicts · Coordinates all four Senseis
CX Sensei · Risk Sensei · Cross-Sell Sensei · Solutions Design Sensei — each mastering a distinct cognitive domain
Your existing agents on Agentforce, CCAI, Copilot, Kore.ai, or custom builds — no rip-and-replace required
Each Sensei owns a specific cognitive domain. Each one evaluates the agents beneath it, trains against identified gaps, and coordinates with the Dojo Master on promotion verdicts. Together they cover the full enterprise intelligence surface.
Domain: Customer Experience
Promotes: Chatbot → CX Strategist
Domain: Risk Management
Promotes: KYC bot → Risk Analyst
Domain: Revenue Discovery
Promotes: FAQ bot → Revenue Strategist
Domain: Strategic Analysis
Promotes: Support agent → Solutions Architect
The Dojo Master is the always-on intelligence layer that reads your AI fleet across every source system — CCaaS, CRM, WFM, QM, sentiment, and journey data — and synthesizes it into a unified experience model.
Every quarter, the Dojo Master scores every agent in your fleet using the Agent Competence Trajectory framework and issues a promotion verdict: promote, develop, or retire. The Senseis execute the verdicts. Your fleet advances.
The Dojo Master does not report to engineering. It reports to the COO. It is the first intelligence layer in enterprise AI designed to govern — not just observe — a production agent fleet.
Every agent. Every quarter. Three possible outcomes.
Cross-system intelligence that sees CCaaS, CRM, WFM, QM, and sentiment as a single experience model — not six separate dashboards. One unified view of every agent in production.
Agent Competence Trajectory: four dimensions, one verdict. Role Fitness. Failure Root-Cause. Improvement Velocity. Promotion Readiness. Defensible to your board.
Promote. Develop. Retire. Every quarter. Every agent. The verdict is not a recommendation. It is a governance decision backed by four ACT dimensions and cross-system evidence.
The Dojo Master tracks three cognitive tiers. The Senseis train agents to move up. Most enterprise fleets are entirely concentrated in the Operational tier — that concentration is the gap AgenticDojo closes.
Intent recognition · FAQ deflection · Ticket routing
Where 90% of enterprise agents live today. High volume. Low cognitive value. No development path.
Next-best-action · Decisioning · Escalation logic
The most common promotion destination. CX Sensei and Risk Sensei promote agents here within 16 weeks.
Root-cause attribution · Portfolio judgment · Design-level work
Cross-Sell and Solutions Design Senseis promote agents here over 2–3 quarters.
The ladder is not theoretical. It is a governed progression with quarterly checkpoints, Sensei-led training interventions, and Dojo Master-issued verdicts at every tier transition.
Three categories of platforms exist. None closes the loop. Human coaching platforms coach humans. Eval and observability tools surface failures without fixing them. Orchestrators route work without improving the workers. AgenticDojo is the only platform that governs, trains, and promotes AI agents into cognitive roles.
ACT is not a dashboard. It is a quarterly verdict. Four dimensions, one decision per agent. The Agent Competence Trajectory framework was designed for enterprise production fleets — not research environments, not pilots, not proofs of concept.
Does the agent's current capability match the cognitive demands of its assigned role? Mapped to one of three tiers: Operational, Tactical, or Strategic.
When the agent fails, why? Bad training signal, wrong reward function, architectural mismatch, or upstream demand cause? Each failure type requires a different Sensei intervention.
How fast does the agent close its capability gaps after Sensei intervention? Measured in calendar weeks. Tracked across every development cycle to identify compounding gains or persistent blocks.
Promote. Develop. Retire. The binary verdict the Dojo Master issues quarterly for every agent in the fleet. Backed by the three preceding dimensions. Defensible to your board.
Every engagement is a 16-week deployment. The Dojo Master is not an add-on — it is the governance layer that makes every Sensei work. Pricing scales with the number of Senseis deployed and the size of your agent fleet.
$80,000 / 16-week deployment
+ $20,000 / yr maintenance
$140,000 / 16-week deployment
+ $36,000 / yr maintenance
$280,000 / 16-week deployment
+ $72,000 / yr maintenance
Book a Discovery Session. We map your current AI fleet to the Sensei that delivers the fastest cognitive lift — and show you what the Dojo Master will govern. No deck. No demo environment. A working session with your actual stack.
Contact: abraham@ludum.ai
AgenticDojo.io
Your AI agents are deployed.
They're stuck in the wrong roles.