Let’s build
Ideas deserve to get made.

GCAP / GLITCH CAP

Your next idea.
Built to do more.

We turn ideas into software people can use.
Meet the products taking shape at GCAP Labs.

Explore our work
Now in closed betaHeadmasterYour models, memory, integrations
and tools. One workspace.
A NOTE FROM GCAP
Headmaster is now in closed beta.Rolling out to more people soon.
Independent product labGCAP / Glitch Cap

We build software that gives people more room to think, create, and get things done.

Products of our own.
Possibilities for yours.

We build our own products and software for specific problems: research workflows, connected tools, and practical workspaces.

Fresh out
of the lab.

Headmaster is in closed beta.
A wider rollout is ahead.

Headmaster
Closed beta

Your work.
All connected.

Start with a brief. Choose an engine. Bring the work into focus.

Explore Headmaster
HEADMASTERDevelopment preview
The brief: turn project notes into a client update, with decisions and next steps for review.

Start with a clear brief.

An unsent example brief, ready for review before execution.

Actual development captures · Runtime offline · Configuration required
Inside Headmaster
01Engine

Choose what powers the work.

Bring an execution engine into the workspace with its own setup and permissions.

Built around your work

What could we build for you?

01 / 04
01 / Agent workflows
Research briefExample workflow
Brief received

The task and scope are clear

Sources gathered

Relevant material, collected

Draft prepared

A first version to work from

Ready for your review

You decide what happens next

Put the repeat work on a better path.

Research, draft, check, and hand off. We can build agent workflows around a specific job, with clear points for your team to review the result.

Discuss your project
02 / Connected systems
Connected tools, models and development stacks.

Help your tools work together.

Connect the applications, documents, and services your work already depends on. We can design integrations that move the right information between them.

Discuss your project
03 / Knowledge & search
Find the answer in your documents
Project notes01
Research library02
Source documents03

Answers with sources attached

Make what you know easier to use.

Build searchable knowledge tools that help people find relevant material and trace an answer back to its source. Start with the information you choose to connect.

Discuss your project
04 / Custom workspaces
Your workspace
Tasks
Research brief
Weekly summary
Tools
Connected sources
Shared documents
Review
First draft
Team feedback

Build around the way you work.

A focused interface for a complicated process. We can bring tasks, tools, and review into a custom workspace instead of adding another disconnected dashboard.

Discuss your project
Different questions. New possibilities. Different questions. New possibilities.

Less distance between an idea and reality.

A clear problem. A working prototype. Something you can put to use. We connect the steps, so the next one feels within reach.

Take the first step
Our process

From the first conversation to the first useful version.

01 / 04
01 / Discover
The project brief
01

Map the current workflow

02

Agree the first use case

03

Define a useful result

Understand the work

We start with the people, the task, and the friction. Together we define what a useful result looks like and what the system needs to respect.

02 / Design
The working plan
01

Choose the right components

02

Plan access and handoffs

03

Make the interaction tangible

Connect the pieces

Choose the interface, engines, data, and integrations that fit the job. Make responsibilities and review points clear before building the full system.

03 / Prototype
The first prototype
01

Build the smallest useful version

02

Test representative tasks

03

Refine with your feedback

Build something you can try

Put a working version in your hands early. Test it against real examples, look at where it breaks, and refine the parts that matter.

04 / Deliver
The handover

Agree the rollout

Document the workflow

Evaluate and improve

Make it part of the day

Move from a promising prototype to something people can use. Agree the rollout, document how it works, and use what we learn to guide the next iteration.

Also taking shape

TayX

Our model development direction. An ongoing exploration of training, evaluation, and better fit for the task.

Explore the direction In development