OKAR
OKAR shield

OKAR Collective

Governed AI for
the workflows that run your business.

We run structured diagnostics on the operational cycles where businesses lose time, money, and control — procurement, fulfillment, freight, inventory, and supplier management. OKAR Compass produces evidence with PASS/FAIL gates, confidence labels, and decision ownership documentation. AI assists. Your team stays in control.

Start a ConversationRequest a Quick Scan

Six kits. Six business cycles. One governed architecture.

OKAR Compass includes six diagnostic kits, each running through six evidence gates to produce a structured artifact package. Every finding carries confidence labels and decision ownership documentation.

6 Diagnostic Kits

P2P · O2C · FAP · SQO · IRA · RCP — all 6/6 gates validated

PASS/FAIL Evidence Gates

Every finding carries confidence labels and decision ownership

NIST AI RMF Aligned

Governance mapped to all four framework functions

Client-Owned Artifacts

Portable files your team keeps — no lock-in

412 Corridor Based

Northeast Oklahoma · Northwest Arkansas

What you get

Spend Cycle

P2P

Procure-to-Pay

Where your purchasing-to-payment process leaks time, money, and control.

SQO

Supplier Qualification & Onboarding

Whether your vendor base is clean, compliant, and actually qualified.

FAP

Freight Audit & Payment

Where freight invoices, rate confirmations, and accessorial charges don't add up.

Revenue Cycle

O2C

Order-to-Cash

Where orders, invoices, and collections stall or break down.

RCP

Returns & Credit Processing

Where returns, credits, and dispositions create unreconciled exposure.

Paired with Both

IRA

Inventory Record Accuracy

Whether your system counts match reality and where adjustments signal deeper problems.

Kits are designed to work together. When one diagnostic surfaces issues that touch adjacent cycles, we know where to look next.

How it works

1

Scoping call

We identify which cycle is causing the most pain and agree on data requirements.

2

Quick Scan (optional)

A focused diagnostic on data you provide — data quality, KPI extraction, initial findings.

3

Six-gate diagnostic

Evidence at every gate: findings with confidence labels, decision ownership, PASS/FAIL results.

4

Evidence review & export

Full artifact package: workflow maps, KPI baselines, exception analysis, guardrails, rollback procedures.

5

Ongoing monitoring (optional)

Findings become configuration for operational monitoring that stays with your team.

What makes OKAR Compass different

  • Governed, not improvised. Every diagnostic runs the same six-gate architecture with PASS/FAIL evidence.
  • Evidence, not narrative. Findings carry confidence labels and decision ownership tables.
  • Built for messy data. Your ERP exports, spreadsheets, and ad hoc reports don't need to be clean before we start.
  • NIST AI RMF aligned. Governance mapped to all four framework functions and documented in every engagement.
  • Client-owned, no lock-in. Every artifact exports as portable files your team keeps.

Questions

We scope a specific data extract — AP aging, purchase orders, inventory adjustments, freight invoices — and run a governed three-gate diagnostic: data quality assessment, KPI extraction, and findings with recommendations. One session, not weeks.

Six specific cycles: Procure-to-Pay, Order-to-Cash, Freight Audit & Payment, Supplier Qualification & Onboarding, Inventory Record Accuracy, and Returns & Credit Processing. These cover the operational core for most businesses that depend on procurement, fulfillment, and supplier management.

AI reads, compares, drafts, and tests scenarios. Humans scope, decide, approve, and own. Every finding includes a decision ownership table showing which outputs came from AI analysis and which from human judgment. Nothing ships without human approval.

Yes. The diagnostic itself runs on governed AI, so your team sees responsible AI deployment in action on their own data from day one. After the engagement, diagnostic findings become the foundation for AI tooling built with context and intent — not a generic chatbot, not an off-the-shelf product.

Diagnostic kit engagements are fixed-scope and priced based on complexity and data availability. Initial scoping conversations are free.

Ready to see what's actually happening in your operations?

Start a ConversationRequest a Quick Scan

No software to install · No commitment to start · Your team stays in control