QubiPods · Governed software engineering

Your next software in production. With engineering rigor and full visibility.

A QubiPod combines autonomous AI agents with Qubitec engineers to build and evolve enterprise software. Beyond prompting: agreed specifications, human oversight, and verifiable evidence at every delivery.

Request a demoSee how it works
Agreed scopeHuman oversightDelivery evidence
Qubitec portal demonstration showing requests, delivery stages and next actions.
01Request registered02Transition visible03Next action
Portal preview · demonstration with synthetic data
The unit
QubiPod = specialized agents + domain context + controls + human supervision

The model generates or analyzes. The agent executes a role with tools and limits. A named person approves what reaches production.

AutonomyThe pod plans, builds and verifies inside its mandate.
Domain contextYour products, repos and rules live in the pod — and stay.
Continuous deliveryA steady flow of accepted deliveries, not project bursts.
Quality built inTests, lint and security run in CI on every change. No exceptions.
TraceabilityEvery run, decision and approval is recorded.
Human supervisionSenior engineers direct the agents and answer for the result.

How every release is controlled

1
SpecIntent written down before any code.
2
BuildSenior engineers direct AI agents.
3
GateTests, lint and security run in CI. No exceptions.
4
Independent reviewReviewed by an engineer who didn't author the change.
5
Human sign-offA person owns what ships — and it's logged.
Working together

From a business need to a delivery you can review.

Your team makes the business decisions. Qubitec handles the engineering and keeps progress visible.

  1. 01
    Your team

    Request a change

    Describe the problem, the expected outcome and the systems involved. Together, we define the initial scope.

    A request with an objective and initial scope.

  2. 02
    Your team + Qubitec

    Approve the scope

    Review the proposed solution and acceptance criteria. Approve the definition or request adjustments.

    An agreed definition before implementation.

  3. 03
    Qubitec

    Follow the work

    Engineers and agents work from specifications. Check the status, next action and available evidence in the portal.

    Linked code changes, checks and history.

  4. 04
    Your team

    Review and accept

    Verify the outcome against the agreed criteria and confirm delivery acceptance through the portal.

    An accepted delivery and its history.

The starting point

Software development is trapped between two extremes

Buying hours does not guarantee outcomes. Generating code fast does not guarantee operable software.

Outsourcing
  • People by the hour
  • Variable capacity
  • Knowledge scattered across rotations
  • Scales by hiring more people
Vibe coding
  • Code without a delivery system
  • Incomplete context
  • Weak architecture and controls
  • Rework and technical debt
The traditional model charges you before you see the result — it grows with every role, every hour, every month of coordination.
The right questionHow much software ends up operating, with evidence, and accepted?
What you get

Engineering capacity for your business.

Each QubiPod works within a business domain and its systems, with agreed priorities and context specific to your organization.

01

Qubitec provides

  • Engineering with AI agents and human oversight.
  • Specifications, implementation and verification.
  • A portal for progress, history and evidence.
02

Your team provides

  • A business owner and clear priorities.
  • Agreed access to the required systems and repositories.
  • Scope review and acceptance of results.
03

Start with a defined scope

  • Review one business need and the systems involved.
  • Agree on deliverables, responsibilities and acceptance criteria.
  • Define capacity and commercial terms before starting.
Quality & Governance

Anyone can prompt. We ship to production.

Agentic development only scales when bounded by clear limits, human reviews, and automated gates before any code is written.

01
OpenSpec

Strict specification

No code is built without an agreed proposal, technical specifications, and clear acceptance criteria.

02
FVT Gate

Architecture & security gates

Formal validation of dependencies, tech stack, and access policies before build authorization.

03
Human-in-the-loop

Human oversight & evidence

Named engineers review every change. Commit history and automated test logs are always verifiable in your portal.

04
Your repositories

Data & code sovereignty

All software lives in your infrastructure and repositories. No models trained on your secrets, no unauthorized retention.

Measurement

Value is measured on deliveries, not activity

Metrics are built from runs, tasks, controls and recorded acceptances — not from progress reports.

Cycle timeFrom request to acceptance.
First-pass approvalChanges accepted without rework.
Equivalent hoursHuman reference compared against the pod.
Cost per deliveryPod cost against the outcome obtained.
Defects & controlsQuality and security verified in the pipeline.
ReturnBenefit minus cost, over cost.

Equivalent hours and cost comparisons are estimates based on assumptions. They are a reference, not proven savings or a guaranteed return.

The context

The challenge is no longer using AI. It is trusting its results

Adoption already happened. Trust did not follow — and more AI does not automatically mean better delivery.

84%
of developers use or plan to use AI tools
46%
distrust the accuracy of their results
33%
say they trust the accuracy of the results
−1.5%
delivery throughput, associated with a 25% increase in AI adoption
−7.2%
delivery stability, under the same adoption increase
The opportunity is not removing AI from the flow. It is surrounding it with context, controls and evidence — engineering fundamentals, small batches and robust testing. That is exactly what a QubiPod installs.

Sources: Stack Overflow, 2025 Developer Survey — AI. DORA, Impact of Generative AI in Software Development & Accelerate State of DevOps Report 2024. DORA values are reported associations for a 25% increase in AI adoption.

The client portal

The same cycle, visible to your team

Qubitec client portal: requests moving through the six ADD Cycle stages
Client portal · demo with synthetic data

Every request, with its phase and next action

Your team registers needs (FLR) and watches them move through the six ADD Cycle stages — with the next action always explicit.

  • All six stages, from request to acceptance
  • Status and next action per request
  • Requests registered by your own team
Qubitec client portal: QubiPods with mandate, coverage, current work and results
Client portal · demo with synthetic data

Your QubiPods, with mandate and results

Each pod shows its domain, coverage and current work — and the accepted deliveries of the period, not promises.

  • Mandate and coverage per domain
  • Current work and queued deliveries
  • Accepted deliveries and completed tasks
Explore the portal

See how a QubiPod fits your operation.

Email us to request a demonstration. Tell us what you need to build or improve and which systems are involved.

You can also copy the address manually.