Most AI platforms charge by the token. Every word you type, every document you analyze, every draft the AI generates — all of it adds up on a meter running in the background. For consumer applications, this model makes sense. For government procurement software, it creates a problem that goes far deeper than the invoice.
When users know they're being charged for every AI interaction, they self-censor. They ask shorter questions. They skip the follow-up. They don't run the document through AI review if it's "probably fine." The tool that was supposed to save hours ends up being used sparingly — because nobody wants to be the person who blew the AI budget in October.
That's the opposite of what AI-powered procurement software should do.
Per-token pricing creates a specific set of problems for government agencies that don't exist in the same way for private sector customers.
Budget unpredictability. Government agencies operate on fixed appropriations. A software line item that varies month to month based on how much staff used the AI is difficult to plan for and nearly impossible to justify in a budget request. Contracting officers and program managers need to know what they're paying before they commit — not after.
Usage inequality across teams. In a per-token model, heavy AI users generate higher costs. This creates an incentive to restrict access — limiting the tool to a small group of power users rather than rolling it out broadly. The result is that the staff who could benefit most from AI assistance (CORs and program officers who are less experienced with acquisition writing) often don't get access to it.
Chilling effect on quality. The highest-value AI interactions in procurement are the iterative ones — drafting a PWS, reviewing it against FAR requirements, revising based on feedback, running it through another pass for compliance issues. Each of those passes costs tokens. Under a per-token model, a thorough AI-assisted document review is meaningfully more expensive than a quick one. Users optimize for cost rather than quality.
ArcSuite AI includes unlimited AI usage in flat per-user pricing. There is no token meter. There is no AI usage cap. There is no additional charge when a contracting officer runs a 50-page solicitation through the AI review function, or when a COR iterates through seven drafts of a PWS with AI assistance, or when a manager asks the platform a dozen natural-language questions about their contract portfolio in a single afternoon.
We made this choice intentionally — because we want users to get everything out of the AI that it can offer. The value of AI in procurement is not in one clean interaction. It's in the cumulative effect of dozens of small interactions over the course of a procurement: a compliance check here, a drafting assist there, a policy question answered in seconds instead of a 20-minute regulation search.
That value only materializes if users actually use the tool — without hesitation, without rationing, without worrying about what it costs to ask one more question.
For agencies evaluating AI-powered procurement tools, the token question is worth asking explicitly. When a vendor quotes you a per-user price, ask:
The answers to those questions will tell you whether the "AI-powered" tool you're evaluating is actually designed for high-volume, everyday use — or whether it's designed to be used sparingly and billed accordingly.
"A reliable thought partner and efficiency multiplier for administrative and analytical contract oversight."
— Contract Manager / COR, IRS · On using ArcSuite AI dailyA-Frame Solutions was founded by former federal Contracting Officers. We built ArcSuite AI because we understood, from the inside, how much time procurement professionals spend on tasks that AI can handle better and faster. We also understood the culture of government procurement — where resources are constrained, where every expenditure is scrutinized, and where tools that create budget uncertainty don't get used.
The decision to include unlimited AI in flat pricing wasn't a marketing choice. It was a product choice. We want a COR who has never written a PWS before to be able to use the AI as many times as they need to get it right — without anyone in the budget office noticing a spike in the AI line item. We want a contracting officer to run every document through the AI review function as a matter of standard practice, not as an occasional luxury.
When the AI cost is zero per interaction, the question shifts from "should I use AI for this?" to "why wouldn't I?" That's the shift we're trying to enable.
If you're evaluating AI-powered procurement tools and want to understand exactly what's included in ArcSuite AI's pricing — and what isn't — we're happy to walk through it directly. No ambiguity.
Flat per-user pricing. Unlimited AI. No token meter. Available on GSA Schedule and PSA cooperative.