Deployment
We implement what already exists. We do not build custom software.
We take the frontier platform the client already holds and make it produce work: skills, APIs, and managed agents, stood up and connected to the systems the work runs on.
We take the frontier platform the client already holds and make it produce work: skills, APIs, and managed agents, stood up and connected to the systems the work runs on. Includes deploying agents packaged in AI Agent Factory.
It is not custom software, and it is not running your infrastructure. We answer for the evidence that the system produces correct work, not for uptime.
Every layer is a legitimate endpoint.
You can stop at any layer with no obligation to contract the next.
One specific workflow, shipped working rather than as a document. The smallest useful version is a small agent in a couple of days.
Existing products requiring little code: skills, APIs, and managed agents, stood up and connected to the systems the work runs on.
Evidence and decision latency on running agents: quality, cost, behavior, and coverage, in three tiers: Observed, Managed, and Operated.
ARIA MCP, the agent connected to your systems, and ARIA Graph, the company's operating knowledge graph. Each is licensed separately.
Reference prices in US dollars, before tax. Confirmed in the proposal.
What the work looks like, step by step.
Frontier blueprints
One specific workflow, shipped working in days.
$5–10k · 2–5 days- 01
We pick one workflow, the narrowest one that produces value.
We pick the smallest workflow that still moves money, and measure its baseline before touching anything.
Day 1 - 02
We turn it into an agent, with skills and a connector.
The result is an agent with its skills and connector, tested against the client's real cases, not examples.
Days 2 to 4 - 03
It is delivered working, not as a document.
By day five something is running. If it does not work, you know in days instead of a quarter.
Day 5
- Who takes part
- One team, the one that suffers the chosen process
- What we need
- One bounded workflow and real examples of your cases
- What is left
- A working agent on that workflow
Deployment
It connects to the systems the work already runs on.
$15–40k · 2–6 weeks- 01
We connect skills and APIs to the systems the work runs on.
Nothing is custom-built: existing skills and APIs are stood up and connected to SAP, Salesforce, or wherever the work lives.
Weeks 1 to 2 - 02
We set guardrails and acceptance criteria before switching on.
Accuracy, latency, and the oversight threshold are agreed in writing before switching on. No acceptance criteria, no deployment.
Weeks 3 to 4 - 03
It goes to production with real users and an owner.
Going to production is gradual and with a named owner on the client side. The agent enters the process, not the margin.
Weeks 5 to 6
- Who takes part
- Operations, IT, and the platform vendor
- What we need
- Access, credentials, and the agreed acceptance criteria
- What is left
- The case running in production with real users
Operations
Every month: quality, cost, behavior, and coverage.
$15–50k/mo · 12-month minimum- 01
We watch four things, and none of them is uptime.
An agent can hold 99.99% availability while degrading. That is why we watch quality, cost, behavior, and coverage.
Monthly · twelve-month minimum - 02
Three tiers, depending on how much we execute.
In Observed we report, in Managed we recommend in writing, in Operated we execute within scope: prompts, configuration, guardrails, thresholds.
Observed · Managed · Operated - 03
We can recommend suspending an agent; you execute it.
We never touch your infrastructure or your systems' code. We can recommend shutting an agent down, and the client executes the suspension.
Operational liability stays where it belongs
- Who takes part
- The case owner and whoever operates the runtime
- What we need
- Agent telemetry and a channel for exceptions
- What is left
- A monthly evidence pack and written remediation
ARIA MCP and ARIA Graph
The agent works connected, and the company memory stays in a graph you own.
$150/mo per module- 01
ARIA MCP operates connected to your sources.
The agent operates where your people already work, connected to sources by configuration and connectors, with no custom code.
Omnichannel · configuration and connectors only - 02
ARIA Graph holds the company operating memory.
The graph holds what your operation knows: which customer, which contract, which collateral, what was promised and when.
We configure it once; you own it - 03
And the board shows what is live, what it costs, and what it consumes.
The board answers three questions nobody can answer today: what is live, what it costs, and what it consumes.
Product · activated by contract
- Who takes part
- Your data team and the process owner
- What we need
- The sources feeding the graph and their access rules
- What is left
- ARIA MCP connected and ARIA Graph populated, yours
ARIA MCP · ARIA Graph
ARIA MCP connects the agent to your systems; ARIA Graph holds the company's operating memory. We configure them once, the client owns them, and delivery is configuration and connectors, never custom engineering.
Let's start with a conversation.
Ninety minutes with your leadership team. You leave with a first opportunity map and the recommended next step.
- Response
- within one business day
- First session
- 90 minutes with your leadership team
- Output
- a first opportunity map and the recommended next step
- Format
- in person or remote
- Language
- Spanish or English
A 12-minute conversation with ARIA, our agent. When you finish, you receive a preliminary proposal for discussion by email.
With confidence.