Websites & Apps

A dedicated AI and engineering team that works only on your roadmap.

For product and engineering leaders who need senior capacity now, without months of hiring. A pod of engineers, AI engineers, QA, a designer and a delivery lead joins your tools and ceremonies, works to a written operating rhythm and scales up or down by agreement.

Book a free dedicated team call See it in action

A person replies within one business day
A plan you can act on
You own every asset

Time to first results: First sprint in 3 to 6 weeks
Engagement: Monthly, scaled by agreement
Pod roles: Engineers, AI, QA, design, lead
Best for: Roadmaps bigger than the team

Reviewed by Noor KhanUpdated November 2026

Dedicated pod· Your roadmap, your tools

Sample

Senior pod assembled
Joins your tools
Sprint ships your roadmap
Monthly scorecard

Illustration with sample data. Your version uses your accounts and numbers.

Brands Noor has worked with

Overview

What is a dedicated development team?

A dedicated development team is a group of engineers and specialists who work full time on one client's product, under that client's priorities, for an open-ended period. You direct the work, and the provider handles recruitment, retention and delivery management. Staff augmentation adds individuals to your existing team, while a dedicated team arrives as a working unit with its own lead and quality process. Noorscale runs senior pods of engineers, AI engineers, QA, a designer and a delivery lead, set up inside your tools with a written operating rhythm.

See it in action

What does a dedicated team engagement look like when it's working?

It looks like the live sample below, built with illustrative data. Your version runs on your own accounts and your numbers.

Plan your dedicated team

Sample plan

First pod

Delivery lead1
AI engineer2
Full-stack engineer2
Data engineer1
QA engineer1
Product designer0

7 people in the first pod

How it starts

Assembleabout 8 weeks
Interviews, onboarding, access to your tools
Deliverongoing
Two-week sprints on your roadmap, scale by agreement

Your team works in your tools and your standups. Add or release people with notice agreed in the contract.

A planning sketch, not a quote. Your real plan comes from a scoping call.

Sound familiar?

What problems does a dedicated team engagement solve?

It solves the three problems teams raise most often on a first call, and each one has a fix.

The problem

“Our roadmap is bigger than our team”Hiring senior engineers takes months, and the features customers asked for keep slipping another quarter.
“Freelancers and agencies keep rotating people”Every new face needs onboarding, context gets lost, and quality depends on whoever happened to be free that month.
“We want AI in the product but nobody here has shipped it”Your engineers know the core product well, but retrieval, evaluation and model costs are new ground, and learning by trial is slow.

What changes

Roadmap moving againFeatures that kept slipping get built by a senior pod working only on your priorities.
AI shipped inside your productAI engineers who've done it before build the features while your own engineers learn alongside them.
The same faces every sprintA stable pod keeps context, so less time goes on onboarding and more on delivery.
Capacity that flexes with plansAdd or reduce roles by agreement as priorities change, without a hiring cycle each time.

Compare your options

Hire in-house, use freelancers or bring in a dedicated team?

Each option suits a different stage. Here's how they compare on the points buyers ask about most, including where the others do well.

Hire in-house, use freelancers or bring in a dedicated team?
Compared on	Hire in-house	Freelancers or contractors	Dedicated pod by Noorscale
Time to start	Hire in-houseSlowest, months of hiring	Freelancers or contractorsFast for single roles	Dedicated pod by NoorscaleFirst sprint in 3 to 6 weeks
Cost model	Hire in-houseSalaries, benefits and recruiting	Freelancers or contractorsHourly or daily rates	Dedicated pod by NoorscaleMonthly fee per pod
Continuity	Hire in-houseStrongest over the long term	Freelancers or contractorsPeople move between clients	Dedicated pod by NoorscaleStable pod, membership tracked
Management load	Hire in-houseFully on your leaders	Freelancers or contractorsYou manage each person	Dedicated pod by NoorscaleDelivery lead runs the rhythm
AI experience	Hire in-houseDepends on who you hire	Freelancers or contractorsDepends on the individual	Dedicated pod by NoorscaleAI engineers inside the pod
Best when	Hire in-houseA permanent, core capability	Freelancers or contractorsA short, specific skill gap	Dedicated pod by NoorscaleA roadmap bigger than the team

On the free call, Noor will tell you which option suits your stage, even when it's one of the others.

What's included

What does a dedicated team engagement include?

A dedicated team engagement includes six deliverables, each one working material your team can use, not a slide deck.

Book a free dedicated team call

Scope · Dedicated AI & Engineering Teams6 deliverables

01
A senior pod shaped to your roadmap
Engineers, AI engineers, QA and a designer chosen for your stack and backlog, with a delivery lead who owns the rhythm and the reporting.
02
Onboarding into your tools
Your repositories, tickets, chat, CI and environments, with access granted through your own identity provider and reviewed with your security team.
03
A written operating rhythm
Sprint cadence, ceremonies, overlap hours, definition of done, code review rules and escalation paths, agreed in writing in the first week.
04
AI engineering inside your product
Retrieval, agents, evaluations and cost tracking built by people who've shipped them before, with your own engineers pairing on the work.
05
Quality and release discipline
Automated tests, review on every change and release checklists, so moving faster doesn't mean more bugs in production.
06
Monthly scorecard and scaling reviews
Delivery, quality and cost reported every month, with a standing review to add, swap or reduce roles as the roadmap changes.

Tools and platforms we work in

GitHub
GGitLab
JJira
LLinear
Slack
Figma
Next.js
Python
DDocker
AWS
Claude
OpenAI GPT models

Process

How long does a dedicated team engagement take?

The work runs in five steps, starting in week 1. Every step ends with something you can use, so you always know what's landed and what comes next.

Time to first results: First sprint in 3 to 6 weeks

Step 01Week 1
Scope the roadmap and roles
We review your backlog, stack and goals, then agree the pod's roles, seniority and how success will be measured.
You get: Agreed pod roles, seniority and success measures
Step 02Weeks 1 to 3
Match and interview
You meet and interview the proposed people, and we agree the operating rhythm and overlap hours.
You get: Approved people and a written operating rhythm
Step 03Weeks 3 to 6
Onboard and run the first sprint
Access, environments and a first sprint on real backlog items, with the delivery lead reporting progress weekly.
You get: First sprint delivered on real backlog items
Step 04Ongoing
Deliver and report
Sprints against your roadmap, a monthly scorecard and a review of what to change in the team or the process.
You get: Shipped sprints and a monthly scorecard
Step 05By agreement
Scale or reshape
Add or reduce roles on agreed notice, or change the mix of skills as the roadmap moves.
You get: Pod resized or reshaped on agreed notice

Reporting

How will you know a dedicated team engagement is working?

You'll see it in four numbers on a live dashboard, with a written review every month. Leading indicators come first, then the numbers your finance team cares about.

Monthly reportSample

Roadmap deliveredHigher is better: Committed sprint items shipped and roadmap milestones hit on the dates agreed.
Cycle timeLower is better: Days from a ticket starting to the change running in production.
Escaped defectsHigher is better: Bugs found after release, tracked per sprint so quality stays visible as speed rises.
Team stabilityHigher is better: Changes to the pod's membership, since continuity is a large part of what you're paying for.

Free toolSERP Snippet PreviewFetch a page's real title and description, then preview and fix how Google shows it on desktop and mobile.Use it free

15 minutes with Noor

Noor Khan, Founder & CEO

Free

You'll leave with

Your biggest growth opportunity, in plain terms
The first two or three moves worth making
A clear plan for your first milestone

Noor listens first, then shows you the fastest route to the result you want.

Useful to have with you

Your website address
The goal or problem you want to solve
Any numbers you already track

See available times

Booking opens on Cal.com. Or send a call request

Who it's for

Who is a dedicated team engagement for?

A dedicated team engagement works best for teams in one or more of these situations.

Product companies with a roadmap bigger than their team
Engineering leaders adding AI features without AI specialists in-house
Enterprises that want a steady pod instead of rotating contractors
Teams that may want to bring the pod in-house later

Engagement

How is a dedicated team engagement scoped and priced?

Pricing is shared after the free call, in a written scope with deliverables, timeline and fee. Never a package, never a surprise.

Book a free dedicated team call

Typical for this service
Monthly retainer
Ongoing work against a 90-day plan, for channels that compound month over month.
Usually: Monthly fee per pod, set by roles and seniority, with changes on agreed notice
- Monthly report and strategy call
- Priorities reset every quarter
- No long lock-in
Fixed-scope project
A defined scope, timeline and fee for builds, audits, migrations and launches.
- Deliverables agreed in writing
- Milestones you can check
- Optional care plan after launch
Focused sprint
A short, time-boxed piece of work on one priority, to prove the approach first.
- One clear goal
- Working output, not a deck
- Roll into a retainer or stop

Every engagement includes

A senior pod with a named delivery lead
Onboarding into your tools and security
Written operating rhythm and overlap hours
Monthly scorecard and scaling review

What shapes the scope

Number of roles in the pod
Seniority of each role
Specialist skills such as AI engineering
Overlap hours and security onboarding

You'll see how each one applies to you in the written scope.

Who leads the work?

Founder-led by Noor Khan

A software engineer turned AI and growth strategist. Noor sets the strategy and architecture on every engagement, reviews every plan before it ships and built the method the whole team works by.

FAQ

Questions about Dedicated AI & Engineering Teams

Something else on your mind? Email grow@noorscale.com and a person will reply within one business day.

How much does a dedicated development team cost?

It's a monthly fee per pod, driven by the number of roles, their seniority and any specialist skills, such as AI engineering. Tools and cloud costs stay in your accounts, so you pay for them directly. Changing the pod's size changes the fee on the notice period agreed in the contract. You get a written quote after a free call.

How is a dedicated team different from staff augmentation?

Staff augmentation adds individual people to your team, and you manage them day to day. A dedicated team arrives as a working pod with its own delivery lead, QA and review process, and it's accountable for delivery against your roadmap. Many clients use both: a dedicated pod for a product area and one or two augmented specialists elsewhere.

How quickly can a dedicated pod start?

Usually 3 to 6 weeks from agreed roles to a first sprint. Timing depends on the skills you need, how many interview rounds you want and how quickly your access and security onboarding clears.

Can we interview the people on the pod?

Yes, you meet and approve everyone before they join. You can also ask to replace someone later, and we handle the change with a proper handover.

Can we scale the team up or down?

Yes, by agreement and on the notice period set in the contract. Roles can be added, swapped or reduced at each monthly review as your roadmap changes.

Will the team's working hours overlap with ours?

Yes, overlap hours are agreed in the operating rhythm before the first sprint. Daily standups, reviews and urgent issues fall inside that window, and the rest of the day goes to focused build time.

Who owns the code and IP?

You do. The team works in your repositories and accounts, IP assignment is in the contract and everyone follows your security and confidentiality rules.

Related services

What pairs well with Dedicated AI & Engineering Teams?

We build Dedicated AI & Engineering Teams for teams in

Free 15-minute call

Tell us what you want to build.

In fifteen minutes you'll have a clear first step for Dedicated AI & Engineering Teams and a plan to reach it. Pick a time below, or write if that's easier.

Prefer email? grow@noorscale.com