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Embedded engineering capacity

AI Delivery Squads

A dedicated team embedded in your organization, shipping production AI continuously inside your systems. The same senior engineers from the first sprint onward, with no rotation.

25 yrsEngineering production software
15 yrsBuilding production data platforms
10 yrsDeploying AI/ML in production
1,000+Production systems since 2001

What it changes

Consulting rotations reset your project every quarter. A squad compounds.

AI-augmented capacity without headcount. Every handover loses context, momentum and accountability. An embedded squad keeps all three: the engineers who shipped sprint one are still there at sprint fifty, inside your systems and your standards.

01

Continuity by design

The same senior engineers from the first sprint onward. No rotation, no re-onboarding.

02

Inside your systems

The squad works in your repos, your cloud and your tooling, shoulder to shoulder with your people.

03

Continuous shipping

Production AI ships every sprint. You watch it run instead of reading about it.

04

Knowledge that stays

Skills and patterns transfer to your teams as the squad works alongside them.

How a squad works

One squad, end-to-end ownership

One team builds it, ships it, and answers for it in production, inside your organization.

01

A Dedicated, Senior Team

Hand-picked engineers who stay with your system.

Production AI, data and software engineers in one squad The same people from the first sprint onward, with no rotation Sized to your roadmap and resized when it changes
02

Embedded in Your Organization

Your repos, your cloud, your standups. The squad operates as your own team.

Works inside your systems, standards and security perimeter Joins your planning, your reviews and your on-call Transfers knowledge to your engineers as it ships
03

Continuous Production Delivery

Shipping is the cadence.

Production AI shipped sprint after sprint, under your SLAs Monitoring, incident response and optimization included Accountable for outcomes in production, not deliverables

Why Tecknoworks

We build your AI, run it, and answer for it.

25 yrsProduction software
15 yrsProduction data
10 yrsProduction AI
01 · Build & operate

We build it and we operate it

We design it, ship it, and stay to run it with service guarantees. The team that builds your AI is the team that keeps it running.

02 · No lock-in

No lock-in, no black box

We work on the platforms you already own (Azure, AWS, or on-prem) and choose the right tools for you. You keep control of everything we build.

03 · Proof

Proof in weeks, not years

Boards want results this quarter. We put a working system on your real data in weeks, and a result you can measure soon after.

A track record at the top

We've engineered and run production systems for McKinsey since 2005. The firm that transforms everyone else trusted us to build and run theirs.

Drive growthNew products, faster decisions and better customer experiences.
Reduce riskTrusted data, explainable AI and production-grade controls.
Lower costAutomated workflows, modern platforms and less manual effort.
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AI Delivery Squad

Need ongoing capacity? Our engineers embed in your organization and ship production AI continuously. Not a consulting rotation. A dedicated team aligned to your vision mission, operating inside your systems.

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