AI DELIVERY HARNESS

AI agents plan, build and test your software. Your people approve every stage, and every release ships with recorded proof.

Installed in your repos and tools. Live in four weeks.

AI DELIVERY HARNESS

AI agents plan, build and test your software. Your people approve every stage, and every release ships with recorded proof.

Installed in your repos and tools. Live in four weeks.

AI DELIVERY HARNESS

AI agents plan, build and test your software. Your people approve every stage, and every release ships with recorded proof.

Installed in your repos and tools. Live in four weeks.

Example activity: one team’s stories moving through the Harness

  • Scenarios signed off by QA

    2s ago

  • Build context approved by developer

    6s ago

  • Every automated test passed

    11s ago

  • Security review passed, no secrets found

    18s ago

  • Pull request approved, 7 guardrails green

    24s ago

  • Merge started the deployment

    31s ago

  • Traceability report added to proof pack

    4s ago

  • Decision log saved for the next engineer

    9s ago

  • Database review looped back to build

    15s ago

  • Release approved by product owner

    21s ago

  • Model upgrade rolled out to agents

    27s ago

  • Session and reports stored in the repo

    35s ago

01 — How it works

Every story passes the gates.

Agents plan, build and test. Named people approve the decisions that matter, and machine gates check the rest.

01 — How it works

Every story passes the gates.

Agents plan, build and test. Named people approve the decisions that matter, and machine gates check the rest.

01 — How it works

Every story passes the gates.

Agents plan, build and test. Named people approve the decisions that matter, and machine gates check the rest.

01

Agree

The scenarios become the contract. If a scenario isn’t defined, it isn’t built.

QA sign-off

dev approval

01

Agree

The scenarios become the contract. If a scenario isn’t defined, it isn’t built.

QA sign-off

dev approval

02

Build

The agent builds against the contract and automates the tests for each scenario.

tests must pass

machine gate

02

Build

The agent builds against the contract and automates the tests for each scenario.

tests must pass

machine gate

03

Verify

Independent reviews triggered by what changed. Gaps loop back to the build.

security · secrets

up to 6 loops

03

Verify

Independent reviews triggered by what changed. Gaps loop back to the build.

security · secrets

up to 6 loops

04

Ship

The agent raises a pull request. Merging starts the deployment automatically.

PR approval

7 guardrails

04

Ship

The agent raises a pull request. Merging starts the deployment automatically.

PR approval

7 guardrails

4 weeks

Live in your repos

4 weeks

Live in your repos

8

Checks on every agent action

8

Checks on every agent action

8

Checks on every agent action

7

Pipeline guardrails before merge

02 — What is the Harness?

The Harness

turns

backlog stories

into

tested

releases

-

moving

every

story

through

agreed

scenarios,

agent builds,

and

human approvals,

so

the

proof

your

auditors

ask

for

is

already

in

your

repo.

03 — Your stack

Installed in the tools you already use.

Your repos, backlog, pipelines and approved AI models. Your team keeps its branching, pipelines and review habits.

03 — Your stack

Installed in the tools you already use.

Your repos, backlog, pipelines and approved AI models. Your team keeps its branching, pipelines and review habits.

03 — Your stack

Installed in the tools you already use.

Your repos, backlog, pipelines and approved AI models. Your team keeps its branching, pipelines and review habits.

Your repos and backlog

06 connected

GitHub

GitLab

Bitbucket

Jira

Linear

Confluence

Harness core

Anthropic

OpenAI

Gemini

Google Cloud

Azure

Teams

Approved models and cloud

no lock-in

04 — Six stages

One story, from plan to production.

Machine gates check the work, named people approve the decisions, and the story builds its own proof pack along the way.

04 — Six stages

One story, from plan to production.

Machine gates check the work, named people approve the decisions, and the story builds its own proof pack along the way.

04 — Six stages

One story, from plan to production.

Machine gates check the work, named people approve the decisions, and the story builds its own proof pack along the way.

01

[

01

]

1 machine gate

Plan

jira

agent

repo

story > scenarios > test levels

[

01

]

1 machine gate

Plan

jira

agent

repo

story > scenarios > test levels

[

02

]

2 human gates

Agree

jira

qa

dev

scenarios > QA sign-off > contract

02

[

02

]

2 human gates

Agree

jira

qa

dev

scenarios > QA sign-off > contract

03

[

03

]

1 machine gate

Build

github

agent

tests

contract > code > automated tests

[

03

]

1 machine gate

Build

github

agent

tests

contract > code > automated tests

[

04

]

up to 6 review loops

Verify

review

agent

checks

database · security · secrets · compliance

04

[

04

]

up to 6 review loops

Verify

review

agent

checks

database · security · secrets · compliance

05

[

05

]

human + machine gates

Ship

pr

approve

deploy

pull request > 7 guardrails > deploy

[

05

]

human + machine gates

Ship

pr

approve

deploy

pull request > 7 guardrails > deploy

[

06

]

shared memory

Learn

docs

repo

memory

sessions + decisions > code base

06

[

06

]

shared memory

Learn

docs

repo

memory

sessions + decisions > code base

05 — Licence

Live in four weeks, without building it yourself.

The Harness took us 12 months and 6 to 8 engineers to build. With a licence, a dedicated team runs it for you.

05 — Licence

Live in four weeks, without building it yourself.

The Harness took us 12 months and 6 to 8 engineers to build. With a licence, a dedicated team runs it for you.

05 — Licence

Live in four weeks, without building it yourself.

The Harness took us 12 months and 6 to 8 engineers to build. With a licence, a dedicated team runs it for you.

4 weeks

Time to first feature. Building in house: 12 to 18 months

4 weeks

Time to first feature. Building in house: 12 to 18 months

None

Your engineers on the platform. Building in house: 6 to 8

None

Your engineers on the platform. Building in house: 6 to 8

Included

Keeping it current. Building in house: 0.5 to 1.0 FTE, forever

06 — Platform

Everything the Harness brings on day one.

Not a demo. The parts your team works with in the first four weeks.

06 — Platform

Everything the Harness brings on day one.

Not a demo. The parts your team works with in the first four weeks.

06 — Platform

Everything the Harness brings on day one.

Not a demo. The parts your team works with in the first four weeks.

Isometric platform with four model tiles feeding a glowing core

Approved models, no lock-in

Move to better models as they ship. Upgrades reach your installation within 30 days.

Isometric platform with four model tiles feeding a glowing core

Shared memory for every agent

Sessions, decisions and reports are saved in your code base.

Isometric platform with four model tiles feeding a glowing core

A proof pack for every story

Test plan, traceability, review records and decision logs, saved as you go.

Isometric platform with four model tiles feeding a glowing core

Installed in your repos

Rules, guardrails, skills and scripts inside your existing pipelines.

07 — Governance

Your people stay in charge.

Agents do the work. Named people sign off, and eight automatic checks run on every agent action.

07 — Governance

Your people stay in charge.

Agents do the work. Named people sign off, and eight automatic checks run on every agent action.

07 — Governance

Your people stay in charge.

Agents do the work. Named people sign off, and eight automatic checks run on every agent action.

Named sign-offs on every story

4

Analyst · Tech lead · Quality lead · You

Data protection

Sensitive data masked before AI sees it

Human approval

Release blocked until a person signs off

Access control

Each agent reaches only what it needs

Audit trail

Every action logged for auditors

Threat detection

Blocks prompt attacks and data leaks

Essential Eight + ISO 27001

Initial essentials included from day one

See the Harness run on one of your stories.

Book 45 minutes with Shanil and the Harness team. Bring a real story from your backlog and watch it go from plan to pull request.

See the Harness run on one of your stories.

Book 45 minutes with Shanil and the Harness team. Bring a real story from your backlog and watch it go from plan to pull request.

See the Harness run on one of your stories.

Book 45 minutes with Shanil and the Harness team. Bring a real story from your backlog and watch it go from plan to pull request.

humaniseAI

An AI-native professional services firm working at the intersection of business, technology, and humanity.

Office addresses:

10–20 Gwynne Street, Cremorne VIC 3121, Australia

Compass Building, Ras Al Khaimah, UAE

Join our newsletter

© 2026 humaniseAI.