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Autonomous · Test-Driven · Multi-Agent Orchestration · AI Engineering

v1.0 — Deployed across frontier stacks

Stop hiring AI developers.Deploy an autonomous software factory.

Generative AI writes code. Agentic infrastructure ships tested, audited, and governed software.

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The Agentic Mesh

One orchestrator. Your entire engineering stack.

Autonomous workflows orchestrated across version control, issue tracking, CI/CD, and cloud infrastructure.

AGENTIC AI CORE

Autonomous Reasoning & Orchestration

Economic Metric · The Context Debt Tax

Your AI writes code in seconds.
Your senior engineers spend hours fixing it.

Standard AI coding assistants act like junior developers: they lose context, break tests, and generate spaghetti code. This manual review cycle is the context debt tax — a bottleneck that destroys the ROI of AI development.

Legacy AI Coding ROI

1.2x – 1.8x

Optimal

Realized.Dev Factory ROI

3.5x – 8.0x

Natively Integrated

VERSION CONTROLISSUE TRACKINGCI/CD PIPELINESCLOUD AGENTSLOCAL INFERENCEENTERPRISE AI ORCHESTRATION

3.5x–8x ROI

Verified Across Engineering Deployments

How It Works

The Autonomous Execution Loop

Four phases. Continuous synthesis. The spec is the immutable law.

  1. 01
    SenseAudit

    Webhooks trigger autonomous, read-only sweeps of your codebase to catch regressions.

    0Code touched
  2. 02
    ReasonTriage

    The orchestrator grooms the backlog and pre-computes execution plans in strict Plan Mode.

    0 driftSpec is Law
  3. 03
    ActDispatch

    Plans are dispatched to parallel cloud agents running strict Red/Green/Refactor loops.

    ∞Isolated branches
  4. 04
    LearnIntake

    Automated PR gatekeepers verify traceability and test coverage before human review.

    100%Verified
System Status · Continuous Optimization Cycle Active
LIVE
▸ AGENTIC.ROI▸ EXEC.LOOP=LIVE▸ GOV.ZONE=OK▸ AUDIT=ZERO-TOUCH▸ 60D.PILOT▸ AGENTIC.ROI▸ EXEC.LOOP=LIVE▸ GOV.ZONE=OK▸ AUDIT=ZERO-TOUCH▸ 60D.PILOT▸ AGENTIC.ROI▸ EXEC.LOOP=LIVE▸ GOV.ZONE=OK▸ AUDIT=ZERO-TOUCH▸ 60D.PILOT

The ROI Leap

Elastic engineering throughput

We eliminate context debt. Multi-agent orchestration replaces spaghetti code and infinite debugging loops with a deterministic, test-driven assembly line.

0x

Return on Investment · vs. legacy AI coding

0xIndustry benchmark · 0–10x ROI10x
Legacy AI Coding0.0x
Realized.Dev Factory8.0x
Zero Context Debt01

01 →

Specs drive the code, never the reverse

src · SRC · Strict TDD harness

1 to 100 Parallel Execution02

02 →

Scale features simultaneously via cloud-isolated agents

src · SRC · Dispatch architecture

24/7 PM & QA03

03 →

Event-driven backlog grooming and test verification

src · SRC · Event-driven orchestrator

Methodology · Hard-dollar, not hours saved

Per-repository baselines captured in discovery; ROI booked against shipped, test-verified pull requests — not survey data.

Read the measurement protocol

Tier 1 Enterprise Solutions

Built for Your Most Complex Workflows

Four domains where autonomous execution compounds into measurable outcome change — deployed inside the systems your operators already run.

DOM.01Supply Chain

Self-Healing Logistics Networks

Agents continuously re-plan inventory, sourcing, and routing against live demand, supplier, and disruption signals — closing the loop without ticket queues.

Runs inside ·SAP IBPOracle SCMManhattan WMSEDI / API

↓ 30–40%

Stockouts

↓ 20%

Logistics cost

Before → After

Weekly S&OP cycle, manual expedites

Continuous re-plan, autonomous routing

DOM.02Finance & ERP

Intelligent Operations

Continuous close, perpetual reconciliation, and policy-bounded execution across your financial stack — every action signed, every variance traced.

Runs inside ·SAP S/4Oracle FusionBlackLineWorkday

T+1

Close cadence

100%

Auto-recon

Before → After

Period-end sprints, swivel-chair tie-outs

Always-on close, FINMA audit-ready

DOM.03Sales & CRM

Revenue Orchestration

Agents own pipeline hygiene, opportunity routing, and follow-through across the funnel — so AEs stay in front of customers, not their CRM.

Runs inside ·SalesforceHubSpotGongOutreach

100%

AE selling time

↓ 60%

CRM admin

Before → After

Reps as data-entry clerks

Reps as closers; CRM kept by agents

DOM.04GRC

Continuous Assurance

Policy enforcement and evidence collection happen inside the workflow, not after it. Every agent action carries an immutable, signed audit trail.

Runs inside ·OneTrustServiceNow GRCSplunkOPA

24/7

Monitoring

0

Audit-sprint days

Before → After

Quarterly audit fire-drills

Perpetual, signed evidence stream

01/04

The Infrastructure

Privacy-First,
Fixed-Cost Frontier AI

You don't need to send your proprietary codebase to third-party APIs. We deploy orchestrators on dedicated VPS infrastructure.

Runs on

  • LOCAL FRONTIER MoE
  • $0 / TOKEN API COSTS
  • ZERO IP LEAKAGE
  • EVENT-DRIVEN
  • DEDICATED VPS

ASI01 · ASI02

01 · Local Frontier MoE

We leverage local inference engines and unified memory hierarchies to run frontier-class models directly on dedicated hardware.

ASI08 · ASI10

02 · $0 / Token API Costs

Because the orchestrator runs locally, it can poll, audit, and analyze your repository infinitely without API rate limits or runaway token bills.

ASI09

03 · Zero IP Leakage

Your architecture diagrams, security findings, and proprietary code never leave the deployment.

AUDIT

04 · Event-Driven

The orchestrator acts as a relentless, asynchronous PM and QA lead, reacting to version control webhooks 24/7.

OWASP ASI 2026 · Full Mapping

The 60-Day Staircase

No pilot purgatory.
A measurable milestone every phase.

Autonomy expands as risk contracts. Each phase ships a deterministic milestone and an auditable KPI — never a vague pilot extension.

  1. Phase 01

    Days 1–20

    0%

    Write surface

    Read-Only Observation

    Read-Only Observation

    We deploy the orchestrator in read-only mode against your repository. It analyzes test coverage, flags spec deviations, and builds a technical debt ledger.

    ScopeObserve · AnalyzeZero write access
    Agent autonomy18%
    Residual risk92%

    Human-in-the-loop

    100% human execution

    Phase exit milestone

    → Baseline Context Debt quantified

  2. Phase 02

    Days 21–45

    100%

    Test-first compliance

    Supervised Execution

    Supervised Execution

    Your engineers run our TDD orchestrator locally. The agent drafts Red/Green/Refactor loops on priority issues, forcing test-first compliance.

    ScopeRed · Green · RefactorLocal, engineer-supervised
    Agent autonomy58%
    Residual risk42%

    Human-in-the-loop

    100% review · 1-click approval

    Phase exit milestone

    → First AI-shipped features pass CI/CD

  3. Phase 03

    Day 46+

    8×

    Elastic scale

    Bounded Autonomy

    Bounded Autonomy

    Full Observe → Decide → Execute → Verify loop runs unattended. The system dispatches low-risk backlog items to isolated cloud agents asynchronously.

    ScopeObserve · Decide · Execute · VerifySpec-bound execution
    Agent autonomy92%
    Residual risk12%

    Human-in-the-loop

    Only on flagged high-risk classes

    Phase exit milestone

    → Full elastic scale realized in steady state

Every phase is reversible. Roll back to Phase 01 in under 60 seconds via the Stop Button.

Contract · Outcomes-based · No pilot fees

Start the 60-Day Clock

Identify your first
agentic pipeline today.

Structured 60-day rollout. Test-driven engineering. Proven ROI before you scale — not after.

Book a 90-Minute Discovery WorkshopRead the platform brief

What the workshop covers

  • 90 minutes

    Focused technical discovery

  • Your team

    Engineering + architecture

  • Zero commitment

    No demo theater

Deliverable

A scoped Phase 01 candidate pipeline with quantified Context Debt.

Enterprise Systems

Looking to automate legacy systems of record? While our core focus is AI software engineering, we also deploy agentic workflows across traditional enterprise environments. Explore integrations for enterprise legacy tools.

View Enterprise Solutions →