AI-native. Systems-first. Design-led. Research-backed.

We build AI-nativeproducts, Fast.

We don't bolt AI onto apps. We build AI-native systems engineered for the workflow they sit inside, with design conviction and a standing research lab.

17+AI systems shipped
4research-lab systems
Fixed-scopeevery engagement
Globalwork, worldwide
17+AI systems shipped
4research-lab systems
Fixed-scopeevery engagement
Globalwork, worldwide
Capabilities

From idea to production,
systems, not wrappers.

We've shipped AI-native systems across legal, fintech, travel, real estate, media, healthcare, industrial ops, and more. The industry changes. The standard doesn't.

01

Tech Consultancy & Systems

Generative AI pipelines, automation, and platform engineering. Positioned as systems, not point solutions.

INRUNOUT
02

AI SaaS Products

Full-stack AI-native product builds. Zero to one, for startups and technical founders.

03

AI Research & Engineering

Independent research that feeds client systems. Models evaluated, documented, and published honestly.

04

Design

Brand identity and design systems for founders who need visual conviction, not just a logo.

Aa
Process

Simple process.
No surprises.

Fixed-scope, fixed-price. You know the cost and timeline before we start.

I

Discovery call

A 30-minute call to understand your scope, goals, and constraints. We align on what success looks like before anyone writes code.

30 min · Goals, scope, and timeline alignment

II

Proposal + spec

Within three days you get a build plan, fixed timeline, and fixed price. All of that before work starts.

3 days · Written spec, milestones, and fixed quote

III

Build sprint

A focused sprint matched to the quoted timeline, with weekly check-ins, a shared Linear board, and steady visibility on progress.

Scoped sprint · Weekly reviews · Shared project board

IV

Ship + handoff

Deployed to production, fully documented, and handed off. Your team owns the codebase from day one. Most clients then add a monthly retainer for model updates and ongoing iteration.

Production deploy · Documentation · Optional monthly retainer

Testimonials

What it's like to ship with us.

Testimonials exist so a founder considering a build can hear from another founder who already went through it with us. Not a star rating. Not a metric wall. A short account of how we scoped, how we showed up in the sprint, and what it felt like when the system went live. We keep this list short on purpose: named roles, real engagements, no invented numbers.

We didn't need another agency deck. We needed a production system on a locked scope. Brixloop treated the brief like an engineering problem: one workflow, a written spec, and a ship date we could actually hold.

Founder, Titans

Fixed-scope build, handed off in production

Creator ops was living in email and DMs. They built the submission-to-payout loop we actually run, handed over the system, and our team owned it from day one. No leftover contractor tax.

Founder, DITCH LA

Internal ops platform, live at 100+ creators

Professionals

Professionals we've worked with.

The people in the room already operate inside demanding organisations — banks, universities, funds, product companies, and public institutions. These marks are the professional context they bring into a build, not a claim that every institution hired us as an agency of record.

  • SarvamSarvam
  • KotakKotak
  • IIT KharagpurIIT Kharagpur
  • Renew BuyRenew Buy
  • Newton School of TechnologyNewton School of Technology
  • Newton SchoolNewton School
  • Rishihood UniversityRishihood University
  • Supreme CourtSupreme Court
  • RTP GlobalRTP Global
  • DITCH LADITCH LA
  • UpworkUpwork
  • GoogleGoogle
Clients we've shipped for

Real projects.
Real markets.

From EdTech video in the US to LegalTech in India and luxury booking in Dubai. We ship production systems for founders who want speed without cutting corners.

3
Markets served
17+
AI systems shipped
12
Industries
Proof points

Proof that
ships.

Live|00:00:00
17+
AI Systems Shipped
Designed and built across client engagements and in-house products.
4
Research-Lab Systems
Legal NLP, medical imaging, network detection, and quant research. Published honestly.
Fixed-Scope
Every Engagement
Fixed price and fixed timeline for the build. Optional monthly retainer after launch to keep the system healthy.
Global
Where We Work
We take on work worldwide. Previous clients include the US, UAE, and India.
Tech stack

Works with everything
you already know.

200+ industry standard technologies.

GitHub
Version Control
Slack
Communication
Stripe
Payments
PostgreSQL
Database
Redis
Cache
AWS
Cloud
MongoDB
Database
Vercel
Hosting
Figma
Design
Linear
Project Management
Notion
Documentation
OpenAI
AI/ML
GitHub
Version Control
Slack
Communication
Stripe
Payments
PostgreSQL
Database
Redis
Cache
AWS
Cloud
MongoDB
Database
Vercel
Hosting
Figma
Design
Linear
Project Management
Notion
Documentation
OpenAI
AI/ML
OpenAI
AI/ML
Notion
Documentation
Linear
Project Management
Figma
Design
Vercel
Hosting
MongoDB
Database
AWS
Cloud
Redis
Cache
PostgreSQL
Database
Stripe
Payments
Slack
Communication
GitHub
Version Control
OpenAI
AI/ML
Notion
Documentation
Linear
Project Management
Figma
Design
Vercel
Hosting
MongoDB
Database
AWS
Cloud
Redis
Cache
PostgreSQL
Database
Stripe
Payments
Slack
Communication
GitHub
Version Control
Security

Security principles
we follow.

Security is built in from the start, not bolted on at the end. We don't claim certifications we haven't earned. We do follow practices that hold up under enterprise scrutiny.

Least privilegeEncryption by defaultPrivacy by designGDPR-alignedAudit-ready

Secure by design

Access controls, secrets management, and least-privilege patterns built into every project from day one.

Encryption in transit and at rest

TLS for all data in transit. Encryption for sensitive data at rest using industry-standard practices.

Privacy-aware architecture

Data minimization, clear retention policies, and architectures that respect user privacy by default.

Compliance-ready foundations

We follow GDPR-aligned data handling principles and build systems that can support HIPAA requirements when needed.

Questions founders ask before they ship

We do fixed-scope, fixed-price AI builds for funded startups. Here are three common ones. The full list has 42 answers if you want to dig deeper.

Four focused areas: tech consultancy and systems, AI SaaS products, AI research and engineering, and brand design. One capability cluster per engagement. We’ll point you to the right one on a discovery call.

Pricing, process, security, and more. Read all 42 FAQs

Ready to build
something real?

We work with a small number of teams at a time. If you're building an AI-native product and need people who can move fast, let's talk.