For founders, ops & finance owners

Cheap and well-lovedisn't the same as worth renewing.

Your AI and SaaS bill keeps climbing, and every tool feels essential at renewal time. This scorecard grades each vendor on reliability and whether the spend is justified — then refuses to justify renewing a business-critical vendor you can't rely on, no matter how good the price looks.

Get the Scorecard — $79one-time · instant download · yours to keep
Five deliverables · runnable
Vendor Scorecard (.xlsx)
Workbook
RENEW / RENEGOTIATE / DO NOT RENEW
Verdict
Reliability-floor gate
Gate
Facilitator Playbook (.docx)
Guide
Vendor-Review Runbook (.docx)
Runbook
Works alongside
Vendor Data-Flow Register · Connector Access Auditor · NIST AI RMF Kit
01.The Problem

Every tool feels essential the week it's up for renewal.

Auto-renew

Contracts roll over on autopilot. The decision that should happen — is this still worth it? — quietly never does.

Price ≠ value

A cheap tool that's deeply adopted feels like a keeper. But if it's a critical dependency that keeps going down, the price is the least of it.

The veto

Reliability isn't one factor among many for a vendor you depend on. It's a veto — and a weighted average will average it away.

02.See It Work

Re-rate a vendor. Watch reliability override the price.

Spend justification
75/ 100
DO NOT RENEW

Reliability-floor gate: this is a business-critical vendor failing on a reliability dimension. DO NOT RENEW regardless of the score — you can't justify renewing a core dependency you can't rely on. Fix the reliability problem or plan a replacement.

Tap a signal (0–3) or toggle business-critical and watch the verdict move. Worked example as of 2026-06-25.

Reliability (uptime/SLA)reliability
wt 22
Incident load (inverted)reliability
wt 16
Support responsivenessreliability
wt 14
Adoption & usage
wt 16
Value vs cost
wt 20
Alternative / switch cost
wt 12
Fix first

Reliability (uptime/SLA)demand an SLA with credits, or plan migration off this dependency.

Same math as the workbook: weighted justification across six signals, plus a gate that forces DO NOT RENEW when a business-critical vendor fails the reliability floor — the way the shipped example scores 75 yet can't be renewed. It grades the vendor relationship from your own data, not people. Not financial advice.

03.The Engine, Run

Six vendors. One that looks like a keeper but isn't.

This is the shipped example, scored by the same engine behind the workbook and the demo. Read the core LLM API: it justifies at 75 on strong adoption and value, and it's still DO NOT RENEW — because it's a critical dependency with failing uptime. The economics looked fine; the reliability didn't.

AI Vendor Reliability & Spend-Justification Scorecard  (as-of 2026-06-25)
Grades the vendor relationship from your own data, not people. Not financial advice.
================================================================================
6 vendors  |  RENEW 2   RENEGOTIATE 2   DO NOT RENEW 2
--------------------------------------------------------------------------------
Core LLM API       [CRITICAL] justification  75  ->  DO NOT RENEW  [GATE: fails reliability floor]
Vector DB host     [CRITICAL] justification  96  ->  RENEW
Analytics add-on   [non-crit] justification  51  ->  RENEGOTIATE
Transcription API  [non-crit] justification  33  ->  DO NOT RENEW
Email delivery     [CRITICAL] justification  91  ->  RENEW
Niche scraper tool [non-crit] justification  53  ->  RENEGOTIATE
04.The Standard

Three rules keep the renewal honest.

Two axes, one veto

Reliability and value both feed the score — but for a business-critical vendor, reliability can veto the whole thing. Value can't buy it back.

The verdict is your data

Every signal comes from your own evidence — status pages, incident logs, invoices, usage. No industry multiplier, no vendor marketing.

The gate only holds, never flatters

It can lower a verdict to DO NOT RENEW; it never lifts a weak one. A RENEW has to be earned on justification and reliability both.

05.What This Is — And Isn't

A renewal compass, not a finance model.

It is
  • A reliability + spend-justification score per vendor.
  • A gate that vetoes renewing a critical, unreliable vendor.
  • A playbook and runbook for the renewal conversation.
It isn't
  • Financial advice or a contract valuation.
  • A usage/seat auditor (that's a different, complementary tool).
  • A score of any person — it grades the vendor relationship.

A planning aid that grades the vendor relationship from your own inputs. It applies no industry multiplier and is not financial or legal advice. Confirm renewal, contract, and budget decisions with the relevant owners.

06.Who It's For

Anyone who signs off on the renewals.

Founders staring down a stack of AI/SaaS renewals
Ops & finance owners justifying the tooling spend
Eng leads who feel the reliability pain firsthand
Anyone consolidating an overlapping tool sprawl
Teams building a repeatable vendor-review cadence
Anyone who's renewed a flaky tool one time too many
08.Common Questions

Everything else you'd ask before buying.

Each AI/SaaS vendor on two axes from your own data — reliability (uptime/SLA, incident load, support responsiveness) and value (adoption, value vs cost, switching alternatives) — into a 0–100 spend-justification score, plus a verdict: RENEW, RENEGOTIATE, or DO NOT RENEW. You also flag whether the vendor is business-critical, which arms the reliability gate. It grades the vendor relationship, never a person, and applies no industry multiplier — every input is your evidence (status pages, incident logs, invoices, usage).

Renew what earns it.
Replace what doesn't.

One purchase, lifetime access, 12 months of updates. $79, once.

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