Packages

Four ways to buy. One acceptance standard.

These are planning bands, not a checkout. The final quote depends on corpus size, connectors, permissions, benchmark design, model size, security, and deployment target — and we publish the quote before you commit.

RAG Hosted

Managed endpoint, tenant-isolated. Fastest route to a working system.

$12k–$25k

implementation · enterprise $50k–$100k

then

$750–$2.5k / month
enterprise $5k–$10k + usage

Governed corpus & hybrid retrievalDocument & page citationsSealed benchmark acceptanceEvaluation harness

RAG Delivered

Runs inside your boundary. Notebook, department, VPC, or air-gapped.

$25k–$60k

notebook/dept · VPC or on-prem $75k–$175k

then

15%–20% annually
support, updates, recertification

Everything in RAG HostedYou own corpus, index, and configPortable package + local APIHardware-profile certification

RAG + Model Hosted

Adaptation added only where it beats the retrieval baseline on the measured set.

$40k–$85k

build & validation · enterprise from $125k

then

$2k–$7.5k / month
enterprise from $10k + compute

SFT, preference, or GRPO-style tuningBaseline vs adapted comparisonCitation & abstention disciplineModel card, SBOM, licence record

RAG + Model Delivered

The full transfer: weights, index, harness, runbook — inside your boundary.

$55k–$95k

notebook · workstation $90k–$175k · rack $175k–$400k+

then

15%–20% annually
or $2.5k–$10k / month

Permitted weights or adapters, yoursAir-gapped update packagesSigned artifacts & audit loggingAnnual recertification

How payment tracks proof

20%

Corpus, use cases, benchmark charter, and rubric approved

25%

Governed corpus and working RAG baseline delivered

30%

Candidate passes visible validation on the target hardware

25%

Only on passing sealed Form A — or reserve Form B after one remediation cycle

What happens if we miss

You receive category-level failure diagnostics — never the hidden questions. We remediate against the visible development set and run the reserve form once.

If the reserve form also misses, you keep the corpus, index, harness, and results, and ordinary liability is capped at the unpaid acceptance milestone plus a predefined service credit.

A 10%–20% verified-acceptance premium applies, because we carry the remediation and payment risk. Hardware, exceptional compute, and third-party licences are quoted separately.

Model licences · SBOM · Security · Benchmark custody policy