When AI runs inside your network,
the meter stops running.
Cognetryx deploys on infrastructure you own. There's no API token billing, no per-seat pricing that compounds with usage, and no vendor pricing decision that touches your budget. What you pay for is what you planned for.
The Cost of Cloud AI at Scale
These aren't projections. They're what organizations are actually reporting about what enterprise AI costs them.
Why Private Infrastructure Changes the Math
This isn't a pricing negotiation. It's an architectural question.
Every Query Is a Billable Event
API pricing ties every conversation, document search, and agent task to a token count. Usage grows as adoption grows. Budget projections become guesswork once agentic workflows enter the picture.
Fixed Cost, Unlimited Queries
When the model runs on hardware you own, each query costs what it costs to run the hardware. Adoption grows. The invoice doesn't. Your team can use AI as aggressively as the work demands.
Vendor Pricing Decisions Affect Your Budget
API pricing changes happen on the vendor's schedule. Model deprecations, tier restructuring, credit policy updates — each one is a renegotiation you didn't plan for. And the data you've sent to generate those queries is now in someone else's environment.
Your Infrastructure. Your Pricing.
A vendor's pricing decision can't touch a deployment that doesn't call their API. You own the hardware, the model weights, and the data. None of it moves, and none of it reprices.
Tool Sprawl Multiplies the Cost
Most organizations end up with one tool for documents, one for code, one for workflow, one for chat. That's four separate contracts, four security reviews, four integration projects, and four billing cycles that compound without a shared ceiling.
One Platform for All of It
Cognetryx handles document search, knowledge retrieval, agentic task completion, report generation, and workflow automation on a single deployment. One contract. One integration surface. One security review. The overlap you're currently paying for disappears.
500-User Deployment
The same work. A very different invoice.
Cloud estimate: 500 users over 48 months at roughly $200 per user per month, the blended all-in rate enterprises are trending toward as seat licenses stack with metered agentic usage. Across businesses running AI, token usage rose about 1,000% and total spend nearly 500% between early 2025 and 2026, even as per-token prices fell. Cognetryx is infrastructure-only, with no per-seat or per-token fees, and runs more than two times lower in total cost of ownership over the same period.
Replace Multiple Subscriptions with One Deployment
The real savings aren't just in token costs. They're in the overhead that disappears when you stop running 14 separate tools.
One Conversational Interface
Document Q&A, knowledge retrieval, policy lookup, and research in a single interface your whole organization can use. No per-seat license per tool.
Agentic Workflows Included
Multi-step agent tasks — drafting reports, summarizing case files, generating output in Word or PowerPoint — run on the same infrastructure. No separate agentic platform subscription.
All Your Data in One Index
SharePoint, NetSuite, Salesforce, Confluence — ingested once, searched across simultaneously. No separate search license, no duplicate integrations, no data siloed by tool.
One Security Review
Each new AI vendor is a new security review, a new BAA, a new compliance audit. A single locally-hosted deployment collapses that surface to one. Your security team does this once.
One Audit Log
Every query, every document access, every agent action is logged in one place, under your control, in formats your auditors already recognize.
Usage Doesn't Reprice You
The more your organization uses AI, the better the return on fixed infrastructure cost. Adoption is the goal, not a cost risk you're managing against a meter.
The data behind the two budget leaks
Average AI-native spend hit $1.2M per organization, up 108% in a year. 78% of IT leaders report surprise charges. In June 2026, four major vendors moved more of their products onto meters. The numbers behind both budget leaks, with sources.
See What the Numbers Look Like for Your Organization
We'll run a cost comparison based on your headcount, current AI spend, and use cases. No commitment required.