Choose the workstream
Pick a useful pilot. Set a baseline for delivery time, quality, and full cost.
AI-native software development
Your engineers.
AI workforce.
Working as one.
Move your software organization onto agentic AI. We connect people, agents, and product knowledge into a delivery process your team owns.
Discuss your transitionImplemented on your product. Led by your engineers.
ONE CONNECTED DELIVERY SYSTEM
Your engineersDirection · Judgment · Approval
PlanIntent into scoped work
BuildCode and documentation
VerifyTests and review evidence
ReleaseAn approved change
Plan · Turn intent into scoped work.
Illustrative workflow · Human approval before release
The shift
From individual tools. To a team capability.
Give people and agents the same product context, standards, and path to a reviewed change.
THE KNOWLEDGE BEHIND EVERY CHANGE
Shared product
contextMAINTAINED WITH THE WORK
contextMAINTAINED WITH THE WORK
RequirementsIntent & acceptance criteria
Your codebaseThe product as it is
ArchitectureDecisions & boundaries
TestsExpected behavior
Review policyAccountable decisions
Product knowledgeRules that carry forward
Connected delivery
Product knowledge travels with every task. People and agents work from the same context.
Follow one change
Different roles.
One accountable outcome.
EXAMPLE TASK
“Let account owners invite a teammate.”
Your team sets the intent
A clear task. Before the first change.
Define who can send invitations, the permissions they grant, and when they expire.
APPROVED SPECIFICATIONReady for implementation
Scope, acceptance criteria, and permission rules travel with the task.
Agents carry out bounded work
The context becomes a change.
Agents implement the approved scope. Engineers resolve decisions that need judgment.
REVIEWABLE CHANGEImplementation prepared
The proposed change includes the invite flow, permission checks, and supporting tests.
Checks produce evidence
Test the behavior. Surface the risks.
Tests and specialist reviews surface issues to resolve before approval.
VERIFICATION EVIDENCEIllustrative checks complete
Review invitation creation, account boundaries, and expiration behavior together.
A person makes the decision
This is where your engineer decides.
An accountable engineer reviews the change and its evidence, then decides whether to proceed.
ENGINEERING REVIEWAwaiting human approval
Review scope, permissions, and verification evidence. The example waits here for your decision.
The team owns the release
Ship the change. Keep the knowledge.
Release the reviewed change. Keep its code, tests, and decisions available for the next task.
RELEASE PACKAGEApproval recorded
Code, tests, documentation, and the approval decision remain connected.
Now make it your practice
We build the capability.
With your team.
Implement together
Configure agents and controls. Coach engineers through real changes.
Give your team the lead
Build team independence. Expand when the results support it.
What your team keeps
- Product context
- Agent workflows
- Engineering controls
- Team playbooks
Before we begin
A practical transition.
On your terms.
Do we need to replace our engineering team?
We implement the workflow with your engineers and help them lead it. Ownership of scope, architecture, and release stays explicit.
Do we have to change all our tools?
We start with your repositories, delivery process, and access requirements. Changes are proposed where they solve a concrete problem.
Can we start with an existing application?
Yes. A bounded modernization workstream can be the pilot. We can work alongside your engineers or take responsibility for an agreed development and maintenance scope.