ds@mcpanalytics.aiEmail your data and your question and get an answer about your own data, with the method shown.Email your data and question. Get an answer.
Enterprise

The platform,
running as yours.

Contact Sales
White-label or on-premise, on servers you own, or built alongside your team. Not a bigger subscription: the platform itself, scoped to your business by contract.
Schedule a Call
For organizations that want their own analytics platform, or are building agentic pipelines of their own
Updated November 2, 2026

Business is our hosted plan; the pricing page lists what it includes. Enterprise is different in kind: the platform becomes yours. Deployed under your brand, inside your network, on infrastructure you own, with analysis pipelines customized to the questions your business actually asks. And if you're building your own agentic pipelines rather than buying ours, we consult, because we run one ourselves.

Two ways in

Plug and play

The platform, deployed for you

You want the capability without building any of it. We deploy the same platform we run (white-labeled, inside your environment, as scoped in your contract) and shape its pipelines to your business.

  • White-label: your brand on reports and surfaces, as scoped
  • On-premise, your cloud subscription, or servers you own, so data can stay inside your network (we confirm the exact data flows with you in the contract)
  • Business pipelines customized to your recurring questions
  • Custom connectors: internal tools, warehouses, industry systems
  • AI model choice and bring-your-own-key, scoped in the contract
  • Usage and pricing set by contract
Talk about deployment →
Build your own

Consulting, from a team that runs one

You're building your own agentic pipelines (analysis, operations, reporting) and you want the people who already operate a company on them, not a slide deck about the future of work.

  • Architecture and design for agentic pipelines your operators steer
  • Co-build with your engineers: working systems, not recommendations
  • The hard parts named upfront: verification, handoffs, work tracking, observability
  • Code that stays contextually connected: every change tied to its work item, so agents and humans can trace why anything exists, years later
  • Our own production substrate as the reference implementation
  • Engagements scoped to your stack and your team
Talk about consulting →

Building a platform sounds simple. The substrate isn't.

An agent that answers a question is a demo. A platform where agents do work on your data needs machinery underneath that nobody sees until it's missing. This is a high-level view of what we run to operate ours. Deploy it as yours, or learn from it while building your own.

Work contracts: the Lattice system

Every change opens with a written contract (what will be touched, how success will be observable, what "done" means) and closes against evidence. Every commit carries its work item's id, so code, contract, and evidence stay connected: an agent picking up the work months later can pull the full context of why any line exists, by reference. Agents and humans work under the same rules.

The back office: an org of agents

Specialists, managers, and desks with a single front door for intake. Work is routed, not grabbed. Each agent carries its own operating book and leaves memos the next one reads.

How agents work together

Typed handoffs (delegate down, escalate up, ask sideways) with capped rounds and a standard result format. Agents are designed to surface unresolved items to a human operator.

The board: live operational visibility

One console over everything: what's running, what's queued, what's stuck, who decided what and why. Chains of agent work are recorded so they can be reviewed.

Overlays: precision without prompt bloat

Per-domain instruction layers, versioned and measured for effect, injected exactly where they apply. The cheapest fix that kills a whole class of error wins: a deterministic gate before a prompt edit.

Verification that isn't self-graded

Independent verifiers check delivered work against the request, and the delivered answers themselves get assessed for correctness, not just for passing gates. A wrong-but-plausible answer is a failure mode we work to catch.

Connectivity: one queue, many workers

A shared, race-safe work queue feeding a fleet of workers, with code deploying to the whole fleet on push. Capacity is added by provisioning more workers.

Knowledge the agents actually read

Searchable manuals, per-agent books, and semantic knowledge bases wired into every agent's context, so lessons are written down instead of living in one person's head.

Straight talk.

We're early, and we'd rather tell you that on this page than on the call. SSO, audit logs, custom data residency, and private deployment are scoped and built during your onboarding as your contract requires. They are not sitting on a shelf pre-built. Compliance attestations (SOC 2, HIPAA) don't exist yet. If you need certified or audited controls on day one, say so and we'll tell you honestly whether we're the right fit today.

Hosted plan or Enterprise

Hosted monthly planRuns on our platform
Enterprise: deployYour brand, your environment, scoped by contract
Enterprise: consultingScoped to your stack and team
PricingCustom, set on the call

We have not published a price comparison with other vendors because we have no sourced figures to show.

Which door is yours?

If your team needs volume, priority, and an analyst on your data, on our hosted platform, that's a monthly plan. Enterprise is for when the platform has to be yours: your brand, your network, your servers, your pipelines, or when you're building your own and want experienced hands beside you. If your procurement process expects SOWs, MSAs, and security reviews, this is where we meet you.

What happens on the call

A 30-minute conversation with our team. We'll ask which door you're at, deploy or build, what data you work with, what your team runs today, and where the gaps are. We'll tell you honestly whether we're a fit, what we'd need to build for you, and what a contract would look like. No slides, no enablement deck.

Schedule a Call

30 minutes. Direct conversation. No sales qualifications.

Schedule a Call

Where to start

One email with your data and your question. We take it from there.

MCP Analytics

Data science by email

Send us your data and your question, and we will reply.

ds@mcpanalytics.aimcpanalytics.ai

Try it on your own data

30 days free.

Answers, analytics and custom analytics. No card, no call, nothing to install.

30 days free. →
mcpanalytics.ai

Send us my data →