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Turwin Labs

Custom AI product development

Turn what you know into AI software you own.

Turwin defines and builds software around your expertise, then hands over the code, controls and keys to run it.

Assess my idea · $99

Get a written recommendation on whether and how to pursue your idea. No obligation to commission a build.

See how we work
Prefer to talk first? Book a call
An illustration of our processNot a completed client delivery
  1. 01 Research
  2. 02 Define
  3. 03 Build
  4. 04 Hand over

From an idea you can explain to software you can operate.

Who we build with

You bring the idea, method or knowledge. We define the software.

Whether you bring an original product idea, a repeatable method or critical organizational knowledge, Turwin works with you to define what the software must do and how its performance will be judged.

01

Founders with a product idea

You see a product or technical approach that should exist. You need a partner who can examine the idea before deciding what to build.

02

Experts with a repeatable method

You have a way of doing valuable work. You want to explore how software could help other people use it without depending on your constant attention.

03

Organizations with critical knowledge

An important process depends on a few people, scattered documents or manual work. You want a system that reflects how the job should be done.

You don’t need a finished specification. Bring the idea, problem or method you want to explore.

First engagement

Idea diagnostic

Price

$99

Delivery

5 business days

Review

Named Turwin reviewer

One idea · one decision

Decide whether the idea is worth pursuing.

For $99, Turwin researches one idea and gives you a written recommendation on what to do next. The answer may be to proceed, revise the approach, test an uncertainty or stop.

  • A clear restatement of the idea and the decision you need to make
  • Relevant public research and existing approaches
  • Separate consideration of technical feasibility and commercial value
  • The strongest objection and the assumptions that still need evidence
  • A recommendation, the next test and what could change the conclusion

One idea. One written recommendation. No obligation to commission further work.

What the assessment can tell you

The assessment helps you decide where to put further time and money. It does not include customer interviews, demand validation, a prototype or technical performance testing. Experiments and builds are separate engagements.

Your idea stays yours

The worksheet stays in your browser until you accept the intake notice and continue. Turwin then saves the high-level answers privately and sends only an opaque payment-matching reference to Polar. Ask for an NDA before sharing sensitive material.

AI may assist with research and analysis. A named Turwin reviewer checks the sources, conclusions and final recommendation.

See how we assess an idea

Read the reasoning behind the recommendation.

The sample shows how an assessment sets out the idea, separates evidence from assumptions and addresses the strongest objection. It illustrates the format and reasoning; it is not a completed client assessment.

Illustrative assessment · Case 835Recommendation · test first
The idea
What the proposed system would do and which decision the assessment needs to support.
The evidence
What relevant sources establish and what remains untested.
The objection
The strongest reason the idea might not justify further investment.
The recommendation
What to do next, with the conditions that could change the answer.

If you decide to build

A separate engagement

Define before development

Define what good looks like before development begins.

Turwin works with you to decide what the system must understand, what it may do and when a person must stay in control. Those decisions become a written scope and acceptance conditions for the build.

Before development

Agree on the product and the test.

Turwin records what the system must do, where people stay in control and how you will decide whether the product meets the brief.

During delivery

Build, verify and hand over.

Turwin builds the agreed system, tests it against the acceptance conditions and hands over the code, controls and operating documents named in the agreement.

A separate decision, with a written price.

The $99 assessment stands on its own. Further work may be a feasibility experiment, a paid product definition or a production build, each scoped and priced separately.

Production builds start at $135,000. A medium-profile build starts at $260,000. Your signed proposal sets the final scope, fee, delivery window and rights.

The first production payment covers the signed Build Definition and mobilization. Production work begins only after the definition is approved.

00 · Source · Tampa · Working worldwide

Start with a job you understand.

Example brief

“Every month-end, our team pulls figures from the ERP, CRM and three spreadsheets, then enters them into the board pack. It takes four days, and one person has to check every line.”
Follow the example to see how the brief becomes a scope.

01 · Decision

Choose where to start.

02 · Build Definition

Agree on the product before production.

The signed Build Definition records the purpose, scope, boundaries and acceptance conditions. It forms part of the production engagement.

Builds from
$135K
Medium profile from
$260K
To begin
About 35%

The initial payment is part of the production price. It covers the signed Build Definition and mobilization; the proposal confirms the amount.

03 · Product

Build the system around the agreed work.

The application, AI system, operating controls and deployment work together to support the agreed workflow. The handover includes the infrastructure access and operating instructions specified in your scope.

  1. L1Application
  2. L2AI system
  3. L3Operating controls
  4. L4Production deployment

04 · Acceptance

Check the work against the conditions you agreed.

Each condition is written before production, tested against the running system and submitted to your named approver for acceptance.

Defined → Tested → Accepted → Handed over

Illustrative acceptance recordCase 835

This template does not show completed tests or a delivered client product.

ConditionDefinedTestedAcceptedHanded over
AC-01A plain-language request becomes the correct task sequence before any system is touchedTo defineTo testAwaiting acceptanceTo hand over
AC-02Every action on ERP, CRM, finance and internal data is logged against its requestTo defineTo testAwaiting acceptanceTo hand over
AC-03Actions above the agreed threshold wait for a named person to approve themTo defineTo testAwaiting acceptanceTo hand over
AC-04The requester can see the status of every step until the work is completeTo defineTo testAwaiting acceptanceTo hand over
Turwin delivery principal
Client approver
Date

05 · Handover

Receive what you need to operate the product.

The agreed handover includes the codebase, deployed product, system and acceptance records, runbooks and rights schedule. A named Turwin delivery principal signs the record, and your approver accepts the work.

Assess my idea · $99 Start with a written assessment. A build is a separate commitment.

What you own

Responsibility and rights

Know before the build begins

Know what transfers to you before the build begins.

After full payment, the client-specific deliverables identified in your agreement are assigned to you. The signed scope sets out the exact handover.

Turwin keeps its pre-existing tools, reusable methods and background technology. Third-party models, cloud services, open-source software and external data remain subject to their own licenses and terms.

The signed agreement records the boundary before production begins.

01The user-facing application
02AI behavior, instructions and safeguards
03Data, memory and retrieval systems
04Integrations and operator controls
05Evaluation suites and acceptance records
06Deployment, runbooks and technical documentation

Named responsibility

A named principal is responsible for your engagement.

Specialists may contribute, while a named Turwin delivery principal remains accountable for the work and signs the delivery record. Your named approver accepts the product under the agreement.

Proof you can inspect

Inspect the method and the handover.

Review the sample assessment, illustrative acceptance record and ownership terms before deciding whether to commission a build.

Examples demonstrate the method. They are not records of client delivery unless explicitly identified as such.

Explore possible products

1,000 written cases

Find a starting point in a field you know.

Browse 1,000 proposed AI products in 100 domains across 12 sectors. Each case describes a possible buyer, product, revenue model and indicative build price.

Treat each case as a question to investigate in your own context. Inclusion does not establish customer demand, technical performance or commercial returns.

Explore the opportunity library

Before you begin

Common questions, answered plainly.

Do I need a finished specification?

No. Bring the idea, problem or method you want to explore. The assessment starts by making sure Turwin understands it and the decision you need to make.

Will the assessment prove customers will buy?

No. It identifies demand assumptions and can recommend how to test them. Customer interviews and demand validation are outside the $99 assessment.

Do I have to commission a build afterward?

No. The assessment is a standalone engagement. Its recommendation may be to proceed, revise, test an uncertainty or stop.

What kind of AI product can Turwin build?

The architecture depends on the work. A product may combine models, structured data, retrieval, memory, integrations, evaluations, safeguards and human review.

Will I own the finished product?

After full payment, you own the client-specific deliverables assigned to you in the signed agreement. Turwin’s background technology and third-party components remain separately owned and licensed as stated in that agreement.

Who is responsible for the result?

A named Turwin principal owns the engagement and signs the delivery record. The proposal states what the product must do, how it will be evaluated and what you will receive. Your named approver accepts the work.

Start with your idea

Tell us what you want the software to make possible.

Begin with a $99 assessment of one idea. You’ll receive a written recommendation, the strongest objection and a practical next step before deciding whether to fund further work.

Prefer to talk first?

Book a call

Delivered within 5 business days after payment and a complete private intake.