OKCodex

Enterprise

Make an AI procurement or China-market decision real in two weeks

A fixed scope, traceable evidence, and reviewable conclusions. OKCodex combines public evaluations, manually verified benchmarks, and demand signals into material for procurement and market meetings.

Initial engagements are proposal-priced; an application carries no cost.

For enterprise buyers

Enterprise AI procurement decision sprint

For procurement, transformation, and SAP teams choosing a model, agent, or workflow platform.

  • ✓A shortlist of up to five candidates
  • ✓Evidence checks for three representative tasks
  • ✓TCO, deployment, data, and procurement risks
  • ✓One decision-maker briefing and revision round

Does not include implementation, long-term staffing, or legal certification.

Request a scope check →

For global AI vendors

China market diagnostic sprint

For global AI vendors validating demand, competitive positioning, and first-channel priorities in the Chinese market.

  • ✓One clear product category
  • ✓Up to eight competitors and alternatives
  • ✓Chinese demand signals and evidence paths
  • ✓Positioning, channel, and market-entry sequencing

We do not sell scores, rankings, traffic guarantees, or unauthorized user data.

Request a scope check →

01

Scope the decision

We define the question, decision-makers, candidate set, and inputs available within two weeks.

02

Verify the evidence

We combine public documentation, manually verified benchmarks, demand signals, and real tasks supplied by the client.

03

Brief decision-makers

We deliver a traceable report, a clear recommendation, and one focused decision briefing.

Product path

One evidence engine, expanded only by real needs

We do not sell a broad platform first. A sprint proves decision value; ongoing monitoring or machine access follows only when a real need exists.

01 · Decision Sprint

Complete one real decision first

A fixed-scope, two-week engagement that answers one procurement or market-entry question using client tasks and traceable evidence.

Available to apply

02 · Decision Watch

Then validate the need for monitoring

Quarterly reassessment and change alerts begin only when versions, prices, capabilities, or competitors truly need to be tracked.

Assessed after a sprint

03 · Data/API

Machine access follows a real need

We provide it only after data rights, usage, update frequency, and SLA are contractually defined.

Not sold in advance

Synthetic evidence demo

See the evidence structure without presenting synthetic samples as client results

Not a real customer case

Procurement evidence matrix · Synthetic example

Can three candidate solutions support a Chinese contract-review workflow?

Evidence dimensionCandidate ACandidate BCandidate C
Fact and clause recall92 · 3/384 · 3/3unknown · 1/3
Permissions and data boundaries88 · 3/376 · 3/3unknown · 1/3
Cost and response time81 · 3/390 · 3/3unknown · 1/3

This demonstrates only the matrix structure. Names, scores, and tasks are synthetic and do not represent a customer, product, or actual evaluation.

Not a real customer case

China market diagnostic · Synthetic example

Which Chinese teams and entry channels should an overseas AI workflow product validate first?

Evidence dimensionPath APath BPath C
Chinese demand intensity86 · verified72 · verifiedunknown
Localization gap64 · verified81 · verifiedunknown
Channel reachability78 · verified69 · verifiedunknown

This is not a market-size, revenue, or entry commitment. Real engagements cite current sources and disclose evidence gaps.

LIVE SAMPLE

Enterprise AI procurement intelligence brief

Review a live sample aggregated from published agents, manually verified benchmarks, and demand signals before deciding whether you need a custom diagnostic.

View the live brief →

Scope check

Request a two-week diagnostic scope check

We will first assess whether the question fits a fixed scope and reply by email within one business day. There is no charge before both sides confirm the scope.

0/3000 characters

Submitting an application is free and does not create a contract.

Need to organize customer feedback? Explore the Customer Feedback Evidence Sprint →