How Engagements Work

Not a SaaS portal. Not consulting hourly. A fixed-scope engagement.

NoCode delivers four concrete artifacts during a managed engagement, with pricing anchored to your actual blended savings and locked in writing before any work begins. The audit is free. If you are not a fit, we tell you and you keep your money.

What this is, and what it is not.

The hosts on the NotebookLM critique cycle kept conflating "managed engagement" with "consulting hourly billing trap." This is the structural difference, stated up front.

What you get

Fixed scope, agreed in writing before kickoff
Four concrete deliverables (listed below)
Free audit + procurement-grade evidence
Savings-share pricing anchored to your real workload mix
SLA with auto-credit on rubric breach
Daily-regenerated escrow bundle (your exit ramp is always fresh)

What we are not

A SaaS portal you self-serve into
Open-ended hourly consulting
A multi-tenant cloud product
A reseller of someone else's stack
A vendor that locks your data inside our infrastructure
A team you cannot exit cleanly from

The four deliverables.

Every NoCode engagement ends with these four artifacts in your possession. Documented. Reviewable. Yours forever.

Artifact 1

Calibration Rubric

Your own gold-standard responses + tonality + format rules, locked at audit time. The contractual definition of "same quality" for every workload migrated.

Artifact 2

Model-Routing Config

Human-readable YAML. Which workload maps to which model class, which thresholds trigger which tier. The recipe card you keep.

Artifact 3

Escrow Bundle

Docker Compose orchestration, open-standard model weight files, OpenAI-schema-compatible API endpoints. Regenerated daily, verified on clean staging weekly.

Artifact 4

Drift Dashboard

Per-workload confidence trend, alert history, SLA breach log. The auto-credit mechanism reads from this. Visible to your engineering team and to your CFO.

How pricing works.

Anchored to your actual blended savings, not to our guess of complexity. Locked in writing before any migration begins.

Free audit

Sanitized log review + workload inventory + per-class projected savings. The audit itself is yours forever, regardless of whether you proceed. Procurement-grade evidence, not vibes.

Discovery call

If the audit shows real savings worth chasing, we book a call to scope the engagement. If your workload is already frontier-required or the volume does not justify the work, we tell you directly and you keep your money.

Savings-share pricing in writing

Engagement contract specifies a percentage of the realized monthly savings, capped at a known dollar value, locked for the engagement term. The number does not move after signature. No surprise hourly billing.

License issuance + delivery

License is issued via the direct-sales backend after the discovery call confirms scope. Migration begins. The four deliverables ship as the four-phase migration runs (ingestion, mapping, shadow test, cutover).

The audit is free because we want to know if we can actually save you money before we both invest engineering time. The savings-share model means we only get paid when the math works for you. The fixed-scope contract means there is no hourly billing trap.

What savings actually look like, month by month.

Procurement officers do not trust clean projections. The savings curve is not linear. Here is the messy realistic shape of an engagement, plotted phase by phase.

Illustrative cohort progression. Real engagement data ships in Q3 2026 once the first paid cohorts complete their full 6-month cycle. The numbers below are the projected shape of an engagement based on the lifecycle phases documented on the methodology page. Honesty over optics: this is the structural curve, not a published case study.

Calibration

Audit, rubric build, first canary endpoint shipped. Most workloads still on cloud baseline.

~20%

Canary expansion

Second and third workloads cleared canary review. Routing config tuned by hand.

~32%

Drift simulation tuning

Shadow probes catch drift on summarization workloads. Threshold negotiated. Auto-credit clause armed.

~41%

Full automation

Routing rules codified. Customer's on-call engineer rolled back once via runbook. No NoCode ticket needed.

~50%

M5-M6

Profile C autopilot

Steady state. NoCode interventions limited to model rotations + drift exception responses. Customer infrastructure hands-off.

~50%

When a real cohort completes Q3 2026, this section publishes the actual blinded numbers anonymized per NDA. We would rather show you nothing than show you fabricated case studies.

Free audit. No commitment.

Bring sanitized API logs, get a procurement-grade routing recommendation back in writing. The audit is yours forever, regardless of whether you proceed.

Start a Free Audit Public savings-share ledger Read the methodology Back to the main site