Consultancy Lean software engineering · accelerated by AI

Your backlog
should be shipping.

We rebuild slow delivery systems around lean practices and AI agents—so tickets become reviewed, merged code in weeks, not quarters.

See how it works
4x
faster delivery · Bose
10 wks
vs 9–12 months · JLL

Trusted by engineering teams who ship

Bose JLL and teams in Fortune 500 retail, global logistics, and healthtech
Why automatIQ

We turn scattered tickets into shipped features.

Most engineering time disappears into busywork: triage, boilerplate, review queues, stale docs. We install lean practices that cut the waste, then embed agents that absorb what remains, so your senior people design and decide, and delivery stops slipping.

  • Agents work inside your existing repos and pipelines
  • Every change is reviewed by a human before it ships
  • You keep full ownership of code, models, and data
How it works
Capabilities

Built for teams that move with clarity

Target the bottleneck. Keep your tools. Measure the change.

Agentic code review

Agents open and review PRs against your standards. Your engineers decide what merges.

Ticket-to-PR automation

Turn a well-formed ticket into a tested, documented pull request, ready for your engineers to review.

Autonomous QA & fixes

Reproduce, triage, and patch failing tests and flaky pipelines around the clock. Every fix lands as a PR for human review.

Living documentation

SOPs, ADRs, and runbooks generated and kept current from the code you ship.

Pipeline orchestration

Wire agents into the CI/CD, issue tracker, and delivery stack you already run.

Delivery analytics

Cycle time, throughput, and agent impact on one dashboard. Prove the gains.

Inside an engagement

A workspace where humans and agents think together

The process

From chaos to clarity, in four steps

01

Assess

We run a Maturity Assessment of your engineering practice to find where agents remove the most friction. No guesswork.

02

Embed

Agents are wired into your existing repos, CI/CD, tracker, and delivery stack. No rip-and-replace, no new tools for your team to learn.

03

Automate

Agents take tickets to reviewed PRs, patch failing pipelines, and keep docs current. A human approves everything that ships.

04

Accelerate

Cycle time drops, throughput climbs, and we prove the impact on a shared dashboard you can take to leadership.

Proof, not promises

Real teams. Real acceleration.

4x
faster delivery
Bose engineering team
10 wks
vs 9–12 months
JLL project delivery
68%
shorter cycle time
across engagements
Bose
Enterprise audio · engineering

One engineering team embedded agents into its everyday workflow and measured the change across a full quarter of delivery.

4x Faster development & delivery
JLL
Global real estate · digital

Projects that once carried year-scale estimates now ship in a fraction of the time, reviewed and in production.

10 wks Down from 9–12 months
Who it’s for

For the people on the hook for delivery

Engineering leaders

Hit delivery dates without burning out your team. See cycle time and throughput improve on a dashboard you can take to the board.

Platform teams

Run agents across services to enforce conventions, migrate APIs, and pay down long-standing tech debt continuously.

Product teams

Turn well-formed tickets into reviewed PRs. Ship the roadmap faster while engineers stay focused on the hard problems.

Powering progress through process.

Focus on what matters — let our agents handle the complexity. Book a free consultation and we’ll map your quickest wins.

No commitment · 30-minute working session