CTO-led product & AI studio

Big ideas.
Real complexity.
Built to work.

We help founders turn ambitious ideas and difficult software into products people can depend on.

Explore the workDiscuss your product
Scroll to see the system take shape

01 / Understand

Start with
the messy part.

The disconnected tools. The uncertain scope. The workflow everyone understands differently. That is where product work begins.

  • Map the real workflow
  • Identify the constraint
  • Define what useful looks like

02 / Connect

Make the important
connections.

Bring the experience, data and engineering decisions together. Give AI a defined role and people clear control.

  • Design the product journey
  • Make trade-offs explicit
  • Connect systems with purpose

03 / Deliver

A product.
Not loose parts.

Build in useful increments, review what changed and keep ownership clear beyond the first release.

See this thinking in the work

Where we can help

Different starting points.
One accountable partner.

You don’t need a finished specification. Start with what exists, what is difficult and what needs to change.

01 / New product

“We know the opportunity. What should we build first?”

Turn the idea into a focused user journey, a realistic scope and a first release worth testing.

Shape a product
02 / Existing software

“Every change is getting harder.”

Understand the bottlenecks, dependencies and risks before deciding what to repair, replace or leave alone.

Assess the system
03 / Manual operations

“Our tools don’t work together.”

Find where integration or AI assistance can remove repetitive work while keeping people in control.

Explore automation

Selected system / Anonymized

From activity
to evidence.

A delivery intelligence platform connecting commitments, engineering signals and the decisions a team needs to make.

Explore Delivery Intelligence

Conceptual diagram. Not a client screenshot or live project data.

01 / InputsWork signalsTasks · Code · Verification
02 / ContextConnected evidenceKnown · Missing · Needs review
03 / Human judgmentA clearer next decisionOwnership · Review · Action
Signals → Context → Decision
Developer tools / Studio product

CodeRescue

A repository-aware audit system combining deterministic analysis with grounded AI reasoning.

Explore: scoping large repositories, tracing findings and prioritizing structural risk.

Read the engineering story
Applied AI / Anonymized snapshot

Property Intelligence

A property-focused assistant using retrieval-augmented generation.

Product focus: connecting questions with relevant knowledge. Detailed implementation evidence is still being reviewed.

Explore the product snapshot
Consumer experience / Anonymized snapshot

Digital Memorial

Obituary generation, memorial pages and media in a sensitive consumer experience.

Product focus: helping people express a life story. Client identity and original interfaces are withheld.

Explore the product snapshot

The diagrams above explain concepts, not measured results. Explore the full work collection

Capabilities

From the first question
to the next release.

Choose the help the product needs now. The scope can evolve as we learn more.

01

Product engineering

Web, mobile and SaaS products—from discovery and experience design to backend systems and release planning.

Typical scope: User journeys / Architecture / Working software
02

Modernization & rescue

A focused assessment of inherited or hard-to-change software, followed by a prioritized recovery path.

Typical scope: System assessment / Risk register / Migration plan
03

AI & automation

Assistants, retrieval workflows and integrations shaped around an actual business task, with explicit review boundaries.

Typical scope: Workflow map / AI feasibility / Integration design
04

CTO-led advisory

Hands-on technical perspective for architecture, delivery and product decisions when founders need a senior partner.

Typical scope: Decision reviews / Technical roadmap / Delivery guidance
Compare services and scope

The person behind the studio

Gagan.
Engineering meets
product judgment.

View my professional background

A CTO and full-stack engineer working across web, mobile and AI-powered products.

GaganCodes brings product thinking and technical execution into the same conversation. The starting point is the business problem—not a preferred framework or an AI feature looking for a use case.

What involvement looks like

  • Clarify the product goal and constraints before estimating a build.
  • Review the architecture and important trade-offs with business context.
  • Define delivery responsibilities and review points for the engagement.

The team, scope and Gagan’s involvement should be agreed before work starts. Read the studio approach.

How we start

A useful first step.
A clear commitment.

Start with a conversation about fit. Define scope, responsibilities and commercial terms before delivery begins.

Discover / Usually 1–2 weeks

Product sprint

For an idea that needs definition before a larger investment.

  • Map users and key workflows
  • Identify assumptions and constraints
  • Outline the first release and technical direction
Discuss a discovery sprint
Build / Agreed milestones

Build partnership

For a defined product or a substantial improvement to existing software.

  • Agree a scoped delivery plan
  • Review usable increments
  • Define release and handover requirements
Discuss a build
Assess / Scope-dependent

Technical review

For software that needs diagnosis before more features are added.

  • Review architecture and code evidence
  • Prioritize risks and uncertainty
  • Recommend the next practical steps
Discuss a review

Before we talk

A few practical questions.

Can we start with an existing product?

Yes. Share what exists, what is painful and what you need to change. Assessment should establish whether focused improvements or a larger modernization effort makes sense.

Do I need a technical specification?

No. A description of your users, current situation and desired outcome is enough for an initial conversation. Detailed scope is a separate step.

Why are projects anonymized?

Client identities and original screens are withheld for confidentiality. The portfolio uses descriptive labels and conceptual diagrams. We will not promise access to another client’s private material.

How is pricing decided?

Pricing depends on the scope, dependencies and level of involvement. Share a budget range if you have one; the proposed commitment should be explicit before work begins.

Your next chapter

What are you
working through?

Tell us what exists today, what is difficult and what a useful outcome would look like.

Prepare a project briefEmail directly

The current brief opens your email app; it is not an online submission. Prefer a different route? Message Gagan on LinkedIn.