AI Ready StudioFor healthcare and finance organizations
Make your legacy apps AI-ready.
We write down what your app really does, rebuild it on supported technology and test old against new before go-live. When you are ready, we open it safely to your AI tools.
Why not just use Copilot or AWS Transform?We use them too. The tabs above show what we add.
Sample data
Rules first, code second
AI rewrites fail on unwritten rules. We write them down first.
Your data stays with you
We work in your cloud account, or an isolated one of ours deleted at handover.
Nothing trains on your code
Our playbook learns patterns from each job, never your code or data.
An honest verdict
Sometimes the right answer is to wrap or replace the app. We'll say so.
Products
What we build at dotNewLABS
dotNewLABS is an AI consultancy for organizations without a big tech team. AI Ready Studio is our first product.
AI Ready StudioIn development · early access
Your old app, current and AI-ready.
We are building a multi-agent system: specialist AI agents, coordinated by an orchestrator and grounded in our modernization playbook. Our experts review every change and own the result.
Code Intelligence AgentExtracts business rules, data flows and jobs, cited to the exact code
Risk Analysis AgentScores each module and compares options, so each stage gets a quote
Migration AgentMoves your app to a supported, modern stack, module by module
Parity AgentRuns old vs new side by side, with your staff's real examples
AppSec AgentFlags unsafe code, exposed secrets and data risks for fixing
MCP Gateway AgentOptional: your AI tools act as the signed-in user over MCP, every call audited
Available now
AI consulting
Practical AI for regulated teams: where it helps, where it doesn't, and how to keep data safe while you try it.
In the works
More from dotNewLABS
New products come from work we repeat for clients. Tell us what slows your team down.
How it works
Six steps. Stop after any of them.
A firm quote for each stage, agreed before work starts and set after the App Passport. Changes only by signed change request.
1
Know
About 2 weeks
Write down what the app really does, before anything is rebuilt.
Code Intelligence Agent + architect
A read-only copy of your code and database schema
Business rules mapped and cited to the exact code
Staff interviews to confirm rules and find unwritten ones
Integrations, reports, scheduled jobs and data flows listed
You getThe App Passport: your app, in plain English, confirmed by your staff.
2
Decide
Readout meeting
Choose the right path for each part of the app.
Risk Analysis Agent + architect + your leaders
Risk and effort scored module by module
Wrap, upgrade, rebuild or replace, compared side by side
Target hosting agreed: your Azure, AWS or on-premises
Sometimes the honest answer is to leave it alone
You getA decision memo, a risk map and a fixed quote for each stage.
3
Build
Per module batch
Rebuild in small, firmly quoted batches you can see.
Migration and AppSec agents + our engineers
A pilot module first, so you see real results early
Acceptance tests agreed before each batch starts
Unsafe code and exposed secrets fixed as they are found
Every change reviewed by an engineer before it merges
You getWorking software on a test server in your environment.
4
Prove
Alongside each batch
Show that nothing your business depends on has changed.
Parity Agent + your staff
One test per Passport rule, run old against new
Your staff’s real examples and permission checks
Reports reconciled against the old totals
Your security scan and product-owner review
You getAn evidence pack your auditors can read, signed off by your stakeholders.
5
Cut over
Planned window
Go live without drama, with a way back.
Our engineers + your operations team
Data migrated and reconciled, table by table
Logins, integrations and scheduled jobs switched over
Rollback rehearsed before the go-live window
Production checks once the new app is live
You getA live app and a go-live runbook. Your stakeholders give the final sign-off.
6
Handover
30 days after go-live
Your team owns it from day one. We stand behind our work.
Our team + yours
Code, docs, the Passport and tests in your accounts
Your team walked through how the new app works
Optional: safe AI access, with every call logged
Anything that fails the agreed tests in 30 days, we fix free
You getThe handover kit and a 30-day fix window.
What you walk away with
Every stage ends in something you can sign.
You are not buying hours or a tool. Each stage hands you a document your team reviews and approves, so you can stop, continue or take it elsewhere with full knowledge.
Signed off by your stakeholdersNothing moves to the next stage without your sign-off.
Ready for your auditorsWritten for compliance reviews and examiners, not just engineers.
Yours, with no lock-inCode, docs and tests live in your accounts from day one.
App PassportBusiness rules, data, integrations, risks and open questions
IT lead + staff
Decision and fixed quoteWrap, upgrade, rebuild or replace, priced per stage
CIO
Evidence packEvery rule tested old vs new, with sign-offs
QA + compliance
Go-live runbookCutover steps and a rehearsed rollback plan
Operations
AI access policyWhich AI tasks are allowed, for whom, and how they are logged
Security
Handover kitCode, docs and tests in your repo, team trained, 30-day fix window
Your team
Why us
AI tools write the code. We own the outcome.
We carry the overrun risk, not you. Your team can use Copilot or other AI coding tools, and so do we. The difference is who plans it, proves it and stands behind it.
In-house with AI tools
dotNewLABS
Price
An estimate; overruns are yours
A firm quote for each stage, agreed before work starts
Proof
Spot checks; gaps show up after launch
Old and new tested side by side
AI-ready
APIs and docs left to you
Documented, with APIs your AI tools can use
Your team
Off the roadmap for weeks
Stays on the roadmap
After launch
On your own
30-day fix window and a full handover
Getting started
Start small, decide with proof
Still running on any of these? That's what we modernize. Into secure, AI-ready applications: documented, tested old against new, and signed off by your team.
ASP.NET WebFormsMVC 5Web API 2WCFVB.NET.NET Framework 4.xEntity Framework 6.NET Core 3.1.NET 5 / 6AngularJSSSRS reportsWinFormsWindows servicesSQL Server 2016 / 2017→ AI-ready apps
60% of AI projects without AI-ready data will be abandoned through 2026, says Gartner (Feb 2025, source). Your apps hold that data.
20 minutes
Free scan
Free
A quick look at one app: what's risky, and what AI could do with it. You keep a short written summary.
About 2 weeks
App Passport
Fixed fee
Rules confirmed with your staff, risks, the right path, open questions and a quote. Yours to keep.
Quoted in the Passport
Pilot, then build
Firm quote
A pilot module first, then firmly quoted batches. Your stakeholders sign off the cutover.
After go-live
Handover
Included
Code, docs and tests handed to your team, plus a 30-day fix window for anything we missed.
AI usage runs on your own cloud bill, estimated up front, with a spend alert and a stop switch.
Questions we hear
Straight answers
Already using Claude, Copilot or AWS Transform?
Keep them; we use them too. We bring the method, the proof and the people who finish the job, with a firm quote for each stage.
We fix our own misses. Anything that fails the agreed tests in the 30-day Handover window, we fix free.
Proof you sign off. Every rule tested on the old and new app side by side.
The whole app, end to end. Code, database, reports, hosting, security scan and cutover.
If AI does the work, why pay you?
AI writes the code. It doesn't decide what to rebuild, catch what it got wrong, or answer for it when something breaks. You pay for the result and our fix window.
What if the AI introduces bugs?
We record how your app behaves today and test the new one against it before go-live. Anything that fails the agreed acceptance tests in the 30-day fix window, we fix free.
You're new. Why trust you?
Start with a free scan, then a fixed-fee App Passport on one app. You see real work on your system before you commit to anything bigger.
Our code can't leave our environment.
It doesn't have to. We work inside your environment, with your own AI accounts if you prefer. Your code is never used to train anything.
Who does the work?
Our team of modernization experts. AI agents do the heavy lifting; people plan, review, sign off and run the cutover.
See it on your own app
Book a free 20-minute scan
Tell us which app worries you most. You keep a short written summary, whether or not you hire us.