Still need a six-person team to ship one feature? Not anymore.

AI Software Factory runs your software delivery lifecycle with orchestrated AI agents - architecture, code, tests, deployment. Every decision gate stays with your people.

Everyone is adopting AI agents.

Almost nobody can audit what they did.

40

%+

of agentic AI projects will be abandoned by the end of 2027 - escalating cost, unclear business value, weak risk controls.

Gartner, "Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027", 2025

40

%+

of agentic AI projects will be abandoned by the end of 2027 - escalating cost, unclear business value, weak risk controls.

Gartner, "Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027", 2025

62

%

of financial services firms already deploy AI agents, ahead of their own governance maturity.

Cloud Security Alliance, State of Cloud and AI for Financial Services 2026

62

%

of financial services firms already deploy AI agents, ahead of their own governance maturity.

Cloud Security Alliance, State of Cloud and AI for Financial Services 2026

48

%

of organizations need a week or more to produce compliance audit proof on demand.

JFrog, 2026 Software Supply Chain Security State of the Union

48

%

of organizations need a week or more to produce compliance audit proof on demand.

JFrog, 2026 Software Supply Chain Security State of the Union

21

%

of organizations have a mature governance model for agentic AI in production.

Deloitte, State of AI in the Enterprise, 2026

21

%

of organizations have a mature governance model for agentic AI in production.

Deloitte, State of AI in the Enterprise, 2026

Works with

No new interface. Agents work inside the tools your team already uses - no time-tracking, no new tool to learn.

How it works

From a Jira ticket to production - in four steps.

Define

The Product Owner states the goal in a Jira ticket. No new tool, no template to learn.

Define

The Product Owner states the goal in a Jira ticket. No new tool, no template to learn.

Propose

Agents clarify requirements and present options as Jira comments - architecture, approach, trade-offs.

Approve

The Product Owner signals go. That's the only build-time decision required.

Approve

The Product Owner signals go. That's the only build-time decision required.

Deliver

The factory ships to test, then production, through gates that cannot be skipped.

Deliver

The factory ships to test, then production, through gates that cannot be skipped.

Define

The Product Owner states the goal in a Jira ticket. No new tool, no template to learn.

Propose

Agents clarify requirements and present options as Jira comments - architecture, approach, trade-offs.

Approve

The Product Owner signals go. That's the only build-time decision required.

Deliver

The factory ships to test, then production, through gates that cannot be skipped.

One path to production

One path to production

Every gate still human.

Every gate still human.

Seven agent roles work the ticket end to end. Every promotion passes through the same gates, every time, with no way around them.

Seven agent roles work the ticket end to end. Every promotion passes through the same gates, every time, with no way around them.

01

Environments

Ephemeral per story, created and torn down automatically. Nothing lingers, nothing drifts.

02

Promotion

Dev to staging to production, canary 10% to 100%. No environment gets the full blast radius on day one.

03

Security Gates

SAST, SCA, secrets scanning. Blocks the merge - no bypass, no exception path.

04

Quality Gates

Coverage and mutation-score thresholds, enforced on every promotion, not sampled.

05

Audit Trail

Every line of code traceable to the Jira ticket that requested it, and to the agent that wrote it.

06

Tenant Onboarding

New client plugs in as an isolated tenant under the existing org - same core, same governance, zero shared blast radius between clients.

What it does

A full governance view of agentic delivery.

Agent-Orchestrated Delivery

22 agents extending 7 roles - business analyst, architect, developer, reviewer, tester, compliance, platform - working natively in Jira.

Agent-Orchestrated Delivery

22 agents extending 7 roles - business analyst, architect, developer, reviewer, tester, compliance, platform - working natively in Jira.

Fintech compliance

Secure infrastructure

Full Architecture Context

Enterprise architecture context built in, so agents don't reinvent patterns your organization already standardized on. No lock-in to a single AI model vendor.

Full Architecture Context

Enterprise architecture context built in, so agents don't reinvent patterns your organization already standardized on. No lock-in to a single AI model vendor.

Conversion optimization

Seamless integrations

Golden Path Governance

No-bypass security and quality gates on every promotion, from dev to production.

Golden Path Governance

No-bypass security and quality gates on every promotion, from dev to production.

Data processing

Risk mitigation

AI-Impact Measurement

Before/after time-to-market and cost-per-feature, measured in your own delivery data - not asserted from a vendor benchmark.

AI-Impact Measurement

Before/after time-to-market and cost-per-feature, measured in your own delivery data - not asserted from a vendor benchmark.

Process automation

Supply chain tech

Full Audit Trail

Jira as single source of truth for every role's activity, not just the commit history. Every change traceable to its originating ticket.

Full Audit Trail

Jira as single source of truth for every role's activity, not just the commit history. Every change traceable to its originating ticket.

Process automation

Supply chain tech

Flexible Deployment

On-prem or multi-tenant, cloud-agnostic model routing. Licensing not built around seat count.

Flexible Deployment

On-prem or multi-tenant, cloud-agnostic model routing. Licensing not built around seat count.

Process automation

Supply chain tech

10x

SDLC efficiency, the platform's stated design target

7/22

Roles extended by agents / agents in the factory

66-70%

Cost-per-feature reduction, measured in production today

90%

long-term cost-reduction target at full group-level scale (not yet achieved - stated as the platform's roadmap thesis, not a delivered result)

Find out what a fully agentic SDLC actually costs you today.

A scoped proof of concept on your own teams, governed from the first commit.

Find out what a fully agentic SDLC actually costs you today.

A scoped proof of concept on your own teams, governed from the first commit.

Find out what a fully agentic SDLC actually costs you today.

A scoped proof of concept on your own teams, governed from the first commit.

Expect more from your consultants.

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