A fleet of agents running on one Decision Execution Layer
Vertical agents for each domain, custom agents for specific workflows, general agents across Systems of Knowledge all reading and writing to a shared Context Repo. The Decision Execution Layer keeps them coordinated, governed, and compounding outcomes into a Decision Moat.
Vendor-agnostic, model-agnostic your decision memory stays yours.
Why a fleet beats a single agent
Most enterprises already have one or two agents in production. The problem is they operate in silos each with its own prompt, its own data, and no memory of what worked. A fleet on a shared Decision Execution Layer turns isolated decisions into compounding advantage across revenue, CX and operations.
“About 57% of all work hours could be automated with current technology.”
“62% of the workday is lost to repetitive, mundane tasks."
“Employees waste almost 2 full workdays each week on low-value tasks (12.6 hours/week).”
Map. Build. Compound.
We map the decision points in your enterprise, build vertical and custom agents on the Decision Execution Layer, and keep the Context Repo compounding so every booking, upsell and recovery makes the next decision smarter. That is the Decision Moat.
Map
We map your PMS, CRM, booking and revenue stack, score every decision point by margin impact, and design the Decision Execution Layer that ties them together.
Build
We build vertical, custom and general agents on top of the Context Repo, with guardrails baked in and outcomes written back for every decision.
Compound
We wire agents into live ops, track outcomes through the Context Repo, and keep tuning so the Decision Moat widens every month.
Plugs into your entire stack
Agents on the Decision Execution Layer pull live state from your PMS, CRM, booking engines and revenue management systems, and write decisions back. Nothing gets ripped out the layer sits on top.
What a unified fleet actually delivers
A fleet on the Decision Execution Layer delivers the six near-term wins from the travel playbook: decision memory, margin-aware pricing, hyper-personalised upselling, governed execution, intelligent service recovery, and the compounding Decision Moat.
Decision Memory
Every booking, upsell and recovery writes decisions and outcomes back to the Context Repo. Agents stop repeating yesterday's mistakes.
Margin-Aware Pricing
Pricing agents learn when discounting wins revenue and when it erodes margin tuned by outcomes, not static rules.
Hyper-Personalised Upselling
Not just what to upsell upgrades, transfers, insurance but when, using live state plus prior upsell outcomes.
Governed Execution
Guardrails live inside the layer. Every decision is policy-checked, logged, and auditable no prompt ever reaches a System of Record unsupervised.
Service Recovery
High-risk complaints escalate to managers. Low-impact issues are handled automatically, brand-consistent, with full decision trails.
The Decision Moat
Every decision compounds. System of Record becomes System of Decision an advantage competitors cannot replicate.
Fleets live in production today
See how we build fleets of agents on the Decision Execution Layer from travel and hospitality through insurance and marketing.
Stand up your first agent fleet
Pick the decision loops that matter pricing, upsell, recovery. We will build the fleet that runs them on a shared Decision Execution Layer.