AI inference qualification & capacity planning

Qualify AI capacity
before you commit.

Compare planning routes, model your token economics and review the evidence required before any supplier, capacity, price or service term is treated as production-ready.

Review planning book ↗See sample evidence →

Planning rates only · Suppliers pending qualification · USD assumptions

QUALIFICATION CONTROL PLANE PLANNING MODE

SPOTBATCHRESERVE

1API

6planning products

3route classes

0production claims

PLANNING RATES ONLYSIMULATION LABELEDSUPPLIER VERIFICATION REQUIREDWRITTEN TERMS BEFORE TRAFFIC

IN PLAIN ENGLISH

Computavia helps enterprise buyers compare possible AI inference supply, document the route they need, and prepare an approvable quote. We do not present unverified capacity as ready to buy.

See exactly what happens next →

01 / PLANNING PATHS

One market.
Four paths to plan.

Begin with a demand profile, compare possible service shapes, and reserve nothing until a supplier route proves its economics and controls.

SPOT API

Start without a commitment

Metered inference for pilots, variable traffic and teams still measuring their production profile.

Pay as you go · fastest start

BATCH WHOLESALE

Trade time for lower unit cost

Cost-first capacity for approved extraction, enrichment and translation jobs with flexible completion windows.

Scheduled volume · lower cost

RESERVED CAPACITY

Lock throughput for production

Committed monthly capacity with defined throughput, commercial terms and service objectives.

Predictable demand · negotiated rate

PROTECTED ROUTES

Control region and handling

Qualified U.S. or regional routes with explicit processing, retention and workload eligibility terms.

Declared route · written controls

Displayed products are planning scenarios—not offers. Final supplier, price, capacity and service terms require written confirmation.

02 / WHOLESALE WORKFLOW

Evidence first.
Volume second.

Computavia separates discovery from commitment. Your team sees the assumptions, tests the route and approves the commercial schedule before scale.

Scope

Share model mix, token forecast, latency target, regions and data class.

Simulate

Use labeled planning tests to compare cost, latency, throughput and output quality.

Verify

Confirm the supplier, model, region, handling terms and live benchmark evidence.

Contract

Approve a written quote and route schedule before production traffic moves.

ILLUSTRATIVE OPENAI-COMPATIBLE SHAPE · NOT LIVE

curl https://api.computavia.com/v1/chat/completions \ -H "Authorization: Bearer $COMPUTAVIA_KEY" \ -H "X-Computavia-Lane: global-balanced" \ -d '{"model":"qualified-model-alias","messages":[...]}'

READ API GUIDE

03 / ROUTE CLASSES

Pay only for the
controls you need.

Workload eligibility comes before price. Approved business and public-data workloads can use global value routes; higher-control workloads stay on explicitly qualified regional routes.

GLOBAL VALUE

Flexible background work

Cost-first capacity for approved, non-sensitive batch and asynchronous jobs.

Extraction · enrichment · translation

GLOBAL BALANCED

Responsive production inference

Balanced price, latency and throughput for recurring interactive applications.

Agents · search · support

U.S. PROTECTED

Declared domestic processing

U.S.-routed capacity with explicit data handling and workload eligibility terms.

Controlled business workloads

04 / THE QUOTE STANDARD

Know what you buy
before traffic moves.

Low pricing is useful only when the route is real, testable and contractually clear. Every approved quote turns infrastructure assumptions into named terms.

Model and supplier route

No anonymous routing assumption in the final capacity schedule.

Input, output and cache price

The token mix and volume assumptions behind the quote stay visible.

Region, retention and service level

Operational controls are written before production traffic moves.

05 / BUY OR BUILD

Why not stitch
vendors together?

Direct supplier access can be right for a narrow, stable workload. Computavia is intended for teams that need comparable evidence, one approval record and controlled change across more than one possible route.

DIRECT VENDOR STACK

Your team owns the seams.

Evaluate each model, route and contract separately
Normalize usage, invoices and benchmark methods
Track supplier, model and policy changes
Re-run security and procurement workflows

COMPUTAVIA CONTROL PLANE

One governed buying record.

Comparable planning fields and workload eligibility
Versioned route schedule and approval gates
Shared benchmark manifest and evidence labels
No silent supplier or model substitution

CURRENT BOUNDARY

Governance before production.

Supplier connectivity is still pending qualification
No live failover or savings claim is active today
Value must be proved route by route in writing
A buyer can still choose direct supply after review

BEST FIT AT LAUNCH

Recurring enterprise inference

Support, RAG, agents, extraction, translation and document workflows using approved business or public data.

REQUIRES SEPARATE REVIEW

High-consequence workloads

Government, defense, medical PHI, financial-core and sensitive cross-border data are not accepted into general global routes.

06 / COMMON LANGUAGE

Four terms.
No hidden meaning.

Enterprise infrastructure is complicated enough. These definitions stay consistent across the planning book, evidence pack and customer workspace.

Token

A metered unit of AI model input or output—not cryptocurrency.

Route

The model, supplier infrastructure, region and operating terms used for a request.

Qualification

The evidence and commercial review required before production access.

Planning rate

A non-binding estimate used for budgeting, not an offer or invoice rate.

WHOLESALE QUALIFICATION

Bring the bill.
We’ll map the market.

Share a non-sensitive usage summary or monthly forecast. We’ll return planning routes, evidence requirements and qualification steps.

Review qualification steps ↗No supplier, price, route or capacity is final until verified and confirmed in writing.