Agentic Engineering Pipeline

Automate 60–70% of
software engineering tasks

A fully autonomous pipeline that takes tasks from your backlog, implements features, fixes bugs, runs tests, verifies the result, and creates pull requests, with human oversight at every critical checkpoint. Built for IT consultancies and outsourcing firms who want to deliver more projects at higher margins.

The Consultancy Margin Problem
Most engineering tasks (building features, fixing bugs, writing tests, handling migrations) follow patterns that don't require senior expertise. Yet every new project requires proportional hiring. Your margins compress while clients demand faster delivery. What if you could take on significantly more projects without adding headcount?
How It Works

From backlog ticket to pull request. Autonomously.

The pipeline connects to your project management tool, picks up tasks, and executes the full development lifecycle, with human-in-the-loop checkpoints at every critical decision.

1

Task Intake

Connects to Jira, Linear, or GitHub Issues. Picks up tickets from your backlog automatically or on assignment. Understands requirements in plain English.

2

Implement & Verify

Writes implementation code and tests in an isolated environment. Goes beyond automated tests: agents open a browser, navigate the application, and verify the feature end-to-end, the same way an engineer would before submitting their work.

3

Review & PR

Creates a clean pull request with documentation, change summary, and test results. Your developers review and approve; code is never auto-merged.

Human checkpoint
What Gets Automated

60–70% of tasks don't need a senior engineer

New feature implementation
Bug fixes & issue resolution
API endpoints & integrations
Test coverage & quality assurance
Database migrations & schema changes
UI components & frontend work
Dependency updates & config changes
Refactoring & code cleanup

Your senior engineers focus on architecture, client relationships, system design, and complex problem-solving: the work that actually requires expertise.

Pricing

Value-based pricing that scales with your savings

We don't charge per seat or per token. Our pricing is tied to measurable impact. The larger your team, the more you save per engineer, because freed-up capacity compounds when you can redeploy engineers to new projects and scale your business faster.

Engineering team size 15
Average monthly cost per engineer (USD) $5,000
Estimated automation rate 60%
Current monthly spend $75,000
Monthly savings potential $26,250
Annual savings potential $315,000
Estimated pipeline investment $7,875/mo
Your net monthly saving $18,375/mo
ROI multiplier 3.3×

Pricing scales with team size: larger teams get better rates. Final pricing determined during pilot based on your team's actual automation metrics. Pilot engagement is a paid engagement.

For Consultancies & Agencies

Plug in and start delivering faster

No complex onboarding. No UI for your team to learn. We connect directly to your task tracker and source code. The pipeline works behind the scenes as part of your existing engineering workflow.

Quick start

What we need from you

Access to your source code repository and connection to your task manager (Jira, Linear, GitHub Issues). Environment variables for local development. That's it. We handle the rest.

How it looks to your team

Tasks get picked up from the backlog. Pull requests appear with clean, tested code. Your developers review and merge as usual. The pipeline operates invisibly within your existing process.

How it looks to your clients

Your consultancy delivering at 2–3× velocity. Faster project turnaround, more capacity for new engagements. Your brand, your relationship; clients see results, not tools.

Developer tools don't solve a business problem.

Cursor, Copilot, Claude Code: these are productivity tools for individual developers. They don't reduce your headcount needs, they don't pick up tasks autonomously, and they don't give you as a business measurable output gains. This is an engineering pipeline that delivers completed work, not a tool you hand to developers and hope for the best.

Integrations

Works with your existing stack

No rip-and-replace. The pipeline plugs into the tools your team already uses.

GitHub GitLab Bitbucket Jira Linear GitHub Issues Slack
Security & Data Handling

Your code stays yours

Cyber Essentials Certified

NCSC-backed security standard covering access control, malware protection, patch management, firewalls, and secure configuration.

Code Isolation

Each task runs in an isolated environment. Client codebases are fully separated. No code is shared between workspaces.

Full Audit Trail

Every action is logged: what was changed, when, and why. Complete traceability across all pipeline activity for your compliance and reporting needs.

FAQ

Common questions

Every pull request goes through human review before merging ; the pipeline never auto-merges code. Beyond automated tests, the pipeline verifies implementations end-to-end, opening a browser, navigating the application, and checking that features work correctly. Quality is validated before your developers even see the PR.

The pipeline operates invisibly within your engineering process. Your clients see pull requests with clean, tested code, reviewed and approved by your developers as usual. Indistinguishable from human-written code in your workflow.

We measure actual automation impact during a paid pilot phase : what percentage of tasks the pipeline handles, time saved, cost reduction. Pricing scales with team size: larger teams get better rates because the efficiency gains compound. You keep the majority of the savings.

Setup is minimal: we need access to your source code repository, environment variables for local development, and a connection to your task manager. Typical integration takes a few days. A paid pilot then runs for 60–90 days to establish baseline metrics and optimise for your workflows.

No. The pipeline handles the 60–70% of tasks that don't require senior expertise: feature implementation, bug fixes, tests, migrations. Your senior engineers focus on architecture, client relationships, and complex problem-solving. It's a capacity multiplier that lets you take on more projects without proportional hiring.

Those are developer productivity tools; they help individuals write code faster. But as a business, you don't get measurable output gains just because your developers have access to them. Developers are still the bottleneck: they choose when to use the tool, how to use it, and whether to accept its suggestions. This pipeline is fundamentally different: it picks up tasks autonomously, delivers completed work, and gives you as a business a predictable capacity increase you can plan around.

Each client workspace is fully isolated. Code never crosses workspace boundaries. We're Cyber Essentials certified, and every pipeline action is logged with full traceability for your compliance needs.

Ready to scale your engineering output?

Book a 30-minute demo to see the pipeline in action on a real codebase. We'll walk through the workflow, discuss your use case, and scope a paid pilot engagement.

Pilots run 60–90 days with clear success criteria. Paid engagement: we invest real engineering resources into your pipeline setup.

Schedule a call or send us a message

Send us a message or schedule a call