Architecture workshop
Scoped
Map representative operations to Rapid, Standard, Protected, Governed or Critical; select verticals; identify prohibited actions, authoritative systems and required controls.
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Engagement
Price the evidence, not an unqualified promise.
Synaporia is a development-stage platform, so we do not publish a subscription price for service we have not production-qualified. We first establish contextual tier floors, verticals, integration boundaries and required evidence; only then can a defensible scope and cost be set.
Controlled evaluation
Scoped
Explore the control approach using non-sensitive example scenarios. This is not a production service or customer-data pilot.
Define an evaluationControlled pilot
Not offered yet
A pilot requires production identity and evidence, approved privacy assessment, measured service objectives, independent testing, runbooks and explicit customer risk acceptance.
Review the gate
Costing principles
Price the accepted outcome—not the generated draft.
Model tokens are only one cost. A credible evaluation also includes retrieval, tools, human review, correction, retries, failures, escalation, controls, integrations and operational evidence.
Total outcome cost = provider + tools + retrieval + review + correction + failure + escalation + operations + assurance
The useful denominator is a quality-qualified governed outcome: work that meets its task rubric, follows the applicable authority path and reaches a recorded disposition. Calls, tokens and drafts remain diagnostic inputs—not business value by themselves.
Evaluation design. A controlled study should compare the proposed workflow with its simpler baseline, using predefined quality criteria, human-review time, correction burden, clarification success, false refusal and safety non-inferiority. Aggregate averages cannot conceal a harmful task or subgroup.
What exists today. Local controls can limit a synthetic scenario. Reliable provider billing checks and measured production economics remain qualification work.
No unsupported economics. We do not publish a self-hosting break-even, shared-plane margin or enterprise SLA before workload measurements, provider contracts and an operational deployment boundary exist.
Start with the operating context.
Tell us the use case, data class, risk appetite, systems of record and prohibited actions. We will return a scoped evaluation boundary—not one generic setting for the whole company.
Request an evaluation scope