Governed AI for federal growth.
We help federal growth teams decide what to bid, what to skip, and where governed AI fits in capture. Every recommendation shows its evidence. Nothing is sent or decided autonomously.
One system. One place to start.
One governed system for federal growth, from the rEfracta operating system to hands-on delivery. A Growth Audit is where you start: it shows which parts fit your pipeline and where governed AI fits first.
rEfracta
rDenz's federal growth operating system. Six AI agents grade every opportunity on evidence, and a human makes the bid or no bid call.
Learn moreCGO Command Center
The Chief Growth Officer's command center. Seven stages, fifteen functions, and a named decider at every gate.
Learn moreARGUS™
An open source intelligence solution, developed using rDenz technology including the AELUM harness. Live at argus.rdenz.com.
AELUM Engine
Six layers of harness beneath every product. Three frontier models, governed as one team.
Learn moreGoverned Delivery
Digital transformation and cybersecurity, delivered with the same gate discipline.
Learn moreThe gate is the product.
Every AI recommendation stops at a human checkpoint: the gate. Nothing is sent, bid, or decided before review.
Debate raises the mean before anything ships. This flow is from the build record of this site.
Exploratory directional pilot · 7 decision points · no statistical significance claimed.
Anything outbound is drafted and staged, then locked until a person reviews and releases it.
No agent closes its own findings.
Disagreement halts the workflow in plain sight.
Win probabilities scored against actual outcomes.
Benchmarked, then published.
A single AI model can sound certain while missing a bid risk, and averaging several models just blends their blind spots instead of exposing them.
rDenz runs a governed debate: several models review the same bid evidence, challenge each other's reasoning, and surface the tradeoffs for a human to make the final call.
Governed debate raised the pilot decision-quality score versus the baseline.
In blind, head-to-head matchups on the pilot bid decisions, governed debate's recommendation beat the blind-aggregation baseline 93% of the time.
Exploratory directional pilot · 7 decision points · no statistical significance claimed.
We show the receipts.
Most sites show praise. We show the governance records from building this one.
Three AI models agreed on their roles and review rules before any work began. The same rules govern rDenz client work.
The design rubric was converged and ratified by all three models before any page was graded.
42 claims reviewed. Every number on this site is verified, pilot caveated, or held at the gate.
No model closed its own findings. The author never graded its own work.
Every page passed the converged quality gate before this site reached review.
Last verified 2026-07-07 · automated sweep + human gate.
Delivery first.
Digital transformation and cybersecurity services for defense, aerospace, and commercial clients. This is the delivery record behind the products.
Five reasons teams choose governed.
Evidence first.
Every recommendation cites sources from our 7,900+ item Knowledge Registry.
About the registryHumans decide.
Nothing sends or commits without a person.
Measured claims.
We benchmark and publish the caveats.
Honest roadmaps.
We label what's shipped and what's still planned.
Veteran discipline.
Gates and standards from a service background.
We team to deliver.
rDenz teams with mission-focused federal partners. Current teaming partner: BP2S, mission-critical consulting for the federal enterprise.
See your pipeline the governed way.
A human reviewed audit of your federal growth pipeline: gaps, stages, and where governed AI fits.