CYDENiC

Ci6 Core

Where AI works.

GSP · Governed Statistical Processor

Certified against the
NIST reference suite.

Explore the Statistical Processor →

The Governed Statistical Processor is one of Ci6 Core's governed capabilities — and the first we've put under independent scrutiny. Its linear-regression engine reproduces every certified value in the complete NIST Statistical Reference Datasets (StRD) suite for linear least squares, to the full precision the standards body publishes. Not trained. Not approximated. Computed — and checked against the U.S. national reference.

11 / 11
NIST StRD datasets reproduced
0
Failures · degrades gracefully
15-digit
Agreement where well-posed
✓
Byte-for-byte reproducible

Read the full validation report →

Determinism at scale

1,000,000 determinations.
Zero hallucination. Zero drift.

Read the White Paper

Every result came back identical, run after run, under a single governance seal. The engine computes the number — it doesn't generate it the way a model would — so it can't hallucinate and it can't drift. A normal model can't promise that; ours is built so it's the only possible outcome.

1,000,000
Governed determinations
46,000,000
Governed values produced
100%
Byte-identical, 0 mismatches
0
Rule drift · one seal, all runs
0.1 ms
Per determination

License Ci6 Core for your enterprise AI.

Ci6 gives your models and applications a governed execution layer for critical business processes. Deploy the built-in statistical, financial, accounting, modeling, and marketing capabilities, then extend the core with components programmed for your own domain.

Discuss Enterprise Licensing
Your Enterprise
Your proprietary process, rules & models
Ci6 Core Components — use existing or expand for your needs
Statistical
Regression & forecasting
Financial
Analysis, ratios & scoring
Accounting
Logic & calculations
Modeling
Governed decision modeling
Marketing
Segmentation & attribution
Any domain
Insurance, tax, payroll — built on request
Demo sites

Ci6 running across
example domains.

These demo domains show Ci6 applied to workflows where the determination requires accountability. In each case, the governed output is produced by the engine. AI may then reason about, present, and explain the result.

FRED economics demo — governed housing-permits regression
Statistical Processor
Economics
A time-series demo using live Federal Reserve data. Ci6 runs the regression, tracks the demand chain, and sets confidence boundaries before the reporting layer explains the projection.
fred.cydenic.ai
Finance benchmark demo
Financial Processor
Finance
A financial analysis demo for multi-quarter private business financials, including GAAP and Non-GAAP evaluation. Ci6 normalizes inputs, detects adjustments, and runs parallel evaluations. The health score reflects governed computation, not model inference.
benchmark.cydenic.com
Medical coding demo
Workflow Processor
Medical
A medical coding demo for CPT and ICD-10 claim review. Ci6 validates the claim logic against declared coverage requirements and holds the claim if a required condition is absent.
coding.cydenic.ai
Live proof

Same data. Same model.
Different architecture.

The benchmark runs the same financial classification through two architectures — identical model, identical source data. The only difference is where the determination comes from.

Path 1
LLM-Determined
The model receives raw data and determines the classification by inference. The determination and the explanation come from the same probabilistic process.
Financial Health
Stable
Tokens
931
Cost
$0.0060
Time
6.8s
Path 2
Ci6 Core
Ci6 executes the classification through governed logic. The model receives the governed output and explains it — it doesn't determine it. The determination path is traceable, and the same inputs and declared logic reproduce the same result on every run.
Financial Health
Strong
Tokens
351
Cost
$0.0025
Engine time
2ms
2.4×
Less expensive
3,400×
Faster
63%
Fewer tokens
The two paths disagreed on the answer. Only one can show you the logic that produced it — and it was cheaper, faster, and reproducible getting there. Governance isn't a tax on AI. It's an upgrade. Run the benchmark at benchmark.cydenic.com →

Start with the work,
not a contract.

We license Ci6 Core to a small number of teams putting AI on decisions that have to hold up. Show us a process where the answer must be defensible — we'll run it on the governed execution layer before anyone talks terms.

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