Answers the documented architecture questions a technical evaluation repeats, and sends genuinely novel design questions to an architect.
An AI agent for solution architecture questions handles the technical evaluation stage where a buyer's architects work out how your product would actually sit in their estate. Most of what they ask is documented and repeated: what the deployment model is, which authentication methods are supported, what the integration surface looks like, what the published rate limits and scaling characteristics are, how the product behaves in a failure, what the data model exposes. Your solutions engineers answer these several times a week from the same reference material. The agent answers them from that material directly, with links to the documentation, and identifies the genuinely novel question — an unusual topology, an integration nobody has built, a constraint your architecture has not met before — and routes that to an architect rather than improvising a design.
Answers what is documented, escalates what is novel.
Answers deployment model and hosting questions from documentation
States supported authentication and provisioning methods
Describes the integration surface and published limits
Links the buyer's architects to the reference material
Identifies a genuinely novel requirement rather than improvising
Never designs an architecture or commits to unbuilt capability
Technical evaluation is where the most damaging kind of over-promise happens, and it happens with the best intentions. A buyer's architect describes a topology your product has not been deployed into, and a solutions engineer — who genuinely believes it would work — says that it should be fine. Nothing was designed, nothing was tested, and yet the buyer now has an answer they will build a plan around. When it turns out to need work your roadmap has not scheduled, the problem lands on implementation months later. Separating the documented from the novel is what prevents this, and it also solves the ordinary efficiency problem: the documented questions are numerous, repetitive, and consume the exact people you want available for the hard ones. Answering the twelve familiar questions immediately, with references, is what buys an architect the time to look properly at the thirteenth.
Answer from documentation, recognize the novel, route it.
Deployment model, authentication, integration surface, limits and failure behavior, with links to the reference material.
A topology, integration or constraint your architecture has not met before is identified rather than assessed.
With the buyer's requirement stated as they described it, so the architect starts from the requirement rather than from a summary.
Eleven answered questions and one that needed an architect.
Scenario: a company had committed during an evaluation to a deployment topology that turned out to need six weeks of unplanned work, discovered during implementation. A buyer's architecture team sends twelve questions. Eleven are documented — supported identity providers, published API rate limits, tenant isolation model, data retention controls, failure and retry behavior, and so on — and the agent answers all eleven with links to the reference documentation, which the architects prefer to prose because they can check it. The twelfth asks whether the product can run with all outbound traffic routed through the buyer's own egress proxy with TLS inspection. That is not documented, has not been tested, and is exactly the kind of question that gets an encouraging answer. The agent does not give one. It routes the requirement to a solutions architect, who establishes in two days that it works with a specific configuration caveat. The buyer gets a real answer with a caveat instead of a reassurance that would have failed at implementation.
Anybody whose engineers answer architecture questions live.
Novel requirements should reach you before an answer is given.
Documented questions consume your scarcest people.
Implied capability becomes unplanned roadmap work.
Technical evaluation is where over-promising starts.
You inherit whatever was committed during evaluation.
Architects check documentation, not assurances.
Where the reference material lives and who gets the hard one.
Holds the architecture reference the documented answers come from.
Stores diagrams and reference architectures shared with buyers.
Routes novel requirements to a solutions architect with the buyer's wording.
Answers documented questions with links to the reference material.
Records what was answered and on what basis, against the opportunity.
Reports which architecture questions recur and which keep escalating.
The architecture questions worth separating.
Questions about handling technical evaluation properly.
An AI agent for solution architecture questions answers documented questions about deployment model, authentication, integration surface and published limits with links to your reference material, and routes genuinely novel requirements to an architect rather than improvising a design.
By whether an answer exists in the reference material. If it has to reason its way to an answer rather than retrieve one, that is the definition of novel and it routes — which means erring toward escalation.
Because architects check. A linked reference they can verify builds more confidence than a well-written paragraph, and it removes any drift between what was said and what is true.
It is a commitment made without a design. The buyer plans around it, and the cost appears during implementation, by which point the person who said it has moved to another deal.
Where your policy allows, yes — they answer several questions at once. Anything describing a specific customer's deployment needs the same disclosure care as any other restricted artifact.
It speeds up the bulk of it. Eleven questions answered in an hour instead of over three days is what creates room for an architect to look properly at the twelfth.
Which requirements keep arriving and keep needing an architect. A requirement escalated repeatedly is either roadmap input or something that should be documented and tested once.
Answers the documented architecture questions a technical evaluation repeats, and sends genuinely novel design questions to an architect.