Enterprise AI, end to end

The AI software factory that proves its work.

Marduk takes an idea from a conversation to working, governed software. Independent agents design, build, test, attack and verify every slice, and nothing ships until the evidence says it is real.

  • No stubs, no faked evidence
  • Every decision on a signed ledger
  • Any language stack
slice · PAYMENTS-LEDGER-04 example
  1. Dv
    DeveloperWaiting
    build
  2. Gt
    Validation gateWaiting
    ruff · mypy · pytest
  3. Ts
    Functional TesterWaiting
    spec only
  4. Ad
    Adversarial TesterWaiting
    risk: high
  5. Dr
    DirectorWaiting
    reads raw stdout

      
Decision resolved from precedent · D-0912
Lessons ledger 14 applied · 3 N/A
Orchestrates the tools you already trust
ClaudeChatGPTPythonTypeScriptFastAPINext.jsKubernetesPostgreSQLGitHubPlaywrightpytestmypy

Built under its own discipline

0automated tests in the engine's suite
0governance decisions on the record
0agents working in parallel on a single product
0isolated Kubernetes runner per run

From idea to production

One pipeline. Every step governed.

A human approves each phase gate. Between gates, Marduk's agents do the work and leave evidence behind.

01IntakeConversation, documents or both
02DiscoveryArchitecture, stack, risk, compliance
03DesignJourneys to hi-fi prototype
04BriefsHardened before code opens
05BuildDevelop, test, attack, review
06HardenAudit until a clean pass
07ShipCommitted, deployed, on record

Discovery Agent

Understand before you build.

Give Marduk an idea and it returns the system architecture, a technology-stack evaluation, a risk register and a compliance review, then attacks its own output against established standards before a single brief is written.

  • Architecture
  • Stack evaluation
  • Risk register
  • Compliance review
  • Branded report
Discovery reportgreenfield
Impact
Probability
  • HighCard data in scope: PCI segmentation requiredR-02
  • MedVendor lock-in on managed queueR-03
  • LowReporting latency under month-end loadR-04

Delivery Agents

Build honestly. Verify independently.

The Developer builds. A Tester who sees only the spec, never the Developer's reasoning, checks it. A Director on a different model reads the raw gate output, not the summary. When the claim and reality disagree, reality wins.

  • Independent roles
  • Raw-output review
  • Boot probe
  • Reload-verified persistence
  • Capability-gap honesty
Director reviewapproved
Boot probeexit 0
Collection, strict markersexit 0
pytest · 214 testsexit 0
Reload test, real SQLite filepass
Audit rows in storage3 / 3
“The closure summary is the Developer's claim; the gate stdout is reality. They agree. Advance.”

Hardening Agents

Attack it before anyone else does.

Parallel adversarial auditors sweep concurrency, persistence, security and contract lenses. Every finding is fixed, then re-audited, pass after pass, until a pass comes back clean. Convergence is the exit condition, not a deadline.

  • Parallel auditors
  • Lens catalogue
  • Auto-convergence
  • Risk-scaled depth
Hardening convergenceclean
11Pass 1
5Pass 2
2Pass 3
0Pass 4
  • HighRace on idempotency key under replayfixed
  • MedAudit row written after responsefixed

Commercial Agent

Price with evidence, not optimism.

At every phase the Commercial Agent infers price, timeline and oversight from the artifacts that exist. The band starts wide and narrows as discovery, design and briefs land, ending in a quote you can defend line by line.

  • Range · fixed · tiered
  • Pricing ledger
  • Proposal document
  • Phase-aware confidence
Estimate confidenceper phase
Intake ±40%DiscoveryDesignFixed

Institutional memory

Marduk gets smarter with every slice.

Every lesson, decision, contract and design choice is captured as it happens and consulted before the next slice starts, so the platform stops repeating mistakes and stops re-asking questions it has already answered.

Lessons Decisions Contracts Design memory Resolver Briefs Agents Reviews

Governed autonomy

You decide what is new. Marduk handles the rest.

Every open choice is resolved against the project's own memory first. People are asked only when there is no precedent and the answer actually changes the product.

1Decided

Precedent applies

A prior decision, rule or contract already answers it. The choice is baked in and cited, with no human interruption.

Fully automated
2Auto-default

No precedent, not functional

A sensible default is applied and logged where anyone can review it, provided it never trades long-run quality for short-run cost.

Automated, on the record
3Escalate

Novel and functional

Only now does a person decide, with the options, trade-offs and a recommendation already prepared.

Human in the loop

Governance

AI your auditor will trust.

Marduk is built so an AI cannot ship a stub, fake its evidence, lose your data on restart or hide a decision from the audit log.

No stubs, ever

Every slice produces real, working files end to end. Imports must resolve and git is the proof.

Reality wins

Reviewers receive the verbatim gate output, not the agent's summary of it.

Signed decision ledger

Decisions and lessons are minted into a governance store with Ed25519 receipts.

Honest capability gaps

An agent that cannot produce real evidence says so, with a concrete reason, instead of inventing it.

Persistence proven by reload

State is verified by tearing the app down and reading it back from disk.

No dead buttons

Every user-facing action ships with a tested route and an audit row in storage.

Cost in the ledger

Every model call is tracked, so spend is governed alongside quality.

Human phase gates

A person approves before each phase begins. Agents never promote their own work.

Discovery output audited against
  • ISO 25010
  • ISO 31000
  • ISO 27001
  • SOC 2
  • GDPR · DPIA
  • NIST CSF
  • OWASP ASVS
  • OWASP LLM Top 10
  • SLSA
  • AWS Well-Architected

The proof

“If Marduk can build itself, Marduk can build anything.”

Marduk is developed through its own pipeline. Its engine, governance store and review portals are briefed, hardened, implemented and audited by the same agents and gates described on this page, with every decision on the record.

Self-hosted engineMulti-project profilesClient review portals in production

Bring us an idea.
Leave with working software.

Marduk is in preview. Tell us what you want built and we will walk you through it, from discovery report to shipped slice.