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DevelopersBracket
Deep-tech studio · Builder collective

Webuildthehardsoftwareotherpeoplecallimpossible.

DevelopersBracket designs and ships production-grade software across the spectrum. ERP and platform engineering, healthcare and education systems, data pipelines, cloud migrations, and applied AI. Built and operated by a deep-tech builder collective.

Status
● Live in production
Surface
ERP · Data · AI · Cloud
Domains
Education · Healthcare · +
Mode
Build with us
Scroll
00 · The studio

A studio of operating systems and the platforms behind them.

Bistrly, AarogyaOS and Scholabase are three of the products we ship under our own name. Around them, every drifting node is a system we've built and operated for someone else: custom ERPs, internal tooling, data warehouses, applied AI, cloud migrations.

20+platforms shipped
7+industries shipped
livein production · today
since 2018compounding
live · revolving
Hospitality · 1 of 3

Bistrly

An operating system for modern restaurants.

Why it matters01 / 04

POS, KDS, inventory, recipe costing in one product.

Visit Bistrly
jump to
industries shipped
· 7 and counting
Hospitality·POS · KDS · AI Control Tower
Healthcare·Clinical OS · ABDM · DPDP
Education·SIS · LMS · Fees · WhatsApp
Fintech & Payments·Reconciliation · Billing · UPI
Applied AI·LLM systems · Agents · Retrieval
Travel·Bookings · Operations · Loyalty
Media & Content·CMS · Workflow · Distribution
Hospitality·POS · KDS · AI Control Tower
Healthcare·Clinical OS · ABDM · DPDP
Education·SIS · LMS · Fees · WhatsApp
Fintech & Payments·Reconciliation · Billing · UPI
Applied AI·LLM systems · Agents · Retrieval
Travel·Bookings · Operations · Loyalty
Media & Content·CMS · Workflow · Distribution
+ many more in production

Custom ERPs, internal tooling, data warehouses, applied AI, cloud migrations. Every drifting node above is a system we shipped and still operate. The ones we can't name yet outnumber the ones we can.

Custom ERPData pipelinesApplied AICloud · SRE12+ shipped
01 · What we build

Platforms shipping in production.

Each of these is a system we designed, built, and continue to operate. Production engineering surface area, named organisations on the other side.

IEducation

School ERP

An enterprise platform running live in classrooms today.

A full operating system for educational institutions. From admissions to academics to finance, in one coherent platform built for daily operational scale.

  • Admissions → academics → finance in one system
  • Role-based access for staff, students, guardians
  • Built for daily operational scale
Live in productionVisit Scholabase
scholabase.com/dashboard
v.live
Live

Good afternoon, Anita.

Here's how Heritage Bengaluru is doing today.

Students enrolled
1,247+18
Attendance today
94.2%+1.1%
Fees collected · Jun
₹38.4L+12%
AI suggestions accepted
287-3%
Live feedlast 8m
Aarav Sharma · Term 1 fees paid via UPI Autopay
₹18,500 · Receipt sent · WhatsApp delivered
just now
Class 8B attendance marked offline · Ms. Verma
40 students · synced in 3s after device returned online
12s ago
AI flagged 4 students at risk of dropping below 75%
Counsellor notified · weekly digest sent to principal
1m ago
IIHealthcare

AarogyaOS

A healthcare operating system.

Clinical and operational software for the healthcare domain. Designed for sensitive, high-stakes environments with modular, integration-ready architecture.

  • Clinical + operational workflows in one surface
  • Built for sensitive, high-stakes environments
  • Modular and integration-ready
Built for productionVisit AarogyaOS
aarogyaos.com/consult/enc_8a3f9b
v.live
PR
Priya RaghavanF · 34yClearedABDM
MRN AAR-018724 · Encounter enc_8a3f9b · In progress
Dr. SaxenaInternal Medicine
BP
128/82mmHg
HR
78bpm
SpO₂
98%
Temp
98.4°F
Chief complaintS · subjective
  • Productive cough for 5 days, mild fever in evenings
  • No chest pain, no SOB. Mild post-tussive vomiting today.
  • Past: childhood asthma (off inhalers since 2019).
Smart suggestLikely LRTI · order CRP, CXR PA, sputum AFB
Investigations3 today
CBCReported
Chest X-ray PAOrdered
CRPReported
IIIHospitality

Bistrly

An operating system for modern restaurants.

POS, KDS, inventory, recipe costing, central kitchen, aggregator reconciliation, finance, CRM, and an AI Control Tower, unified into one product. Localized for India, USA, UAE, UK, and Singapore.

  • POS + KDS + inventory in one source of truth
  • AI Copilot that drafts POs and flags fraud in real time
  • Aggregator + finance reconciliation, end-to-end
Live in productionVisit Bistrly
bistrly.com/app/pos
v.live
Indiranagar · Outlet 02Dine-in · Table 7
AI Control Tower3 voids in 12min · Table 4 · review serverReview
Current ticket9 items
2
Paneer Tikka
Extra spicy
640
1
Dal Makhani
280
4
Butter Naan
240
2
Mango Lassi
280
Subtotal1,440
CGST 2.5%36
SGST 2.5%36
Total1,512
IVCross-domain

Custom Platforms, Data and AI

Bespoke systems for the data, AI, and cloud surface.

Where off-the-shelf SaaS stops, we start. Custom ERP and platform engineering, data pipelines and warehouses, applied AI features, cloud migrations and modernisation, all shipped end-to-end and operated in production.

  • Custom ERP, workflow engines, internal tooling
  • Data pipelines, warehouses, observability
  • Applied AI, retrieval pipelines, LLM systems
  • Cloud migrations and modernisation, IaC, SRE
Ongoing engagementsStart a conversation
custom-platforms,-data-and-ai · console
v.live
PIPELINE
IngestStreaming
TransformTyped
SurfaceRealtime
AUTOMATION
TriggersEvent-driven
WorkersAuto-scaled
RetriesIdempotent
OBSERVE
TracesDistributed
AlertsSmart
SLOsTracked
streaming
uptime · 99.9
02 · What we specialise in

Full spectrum of deep-tech work.

01Specialisation

ERP and platform engineering

Custom ERP, internal platforms, multi-tenant SaaS. Where off-the-shelf software does not fit, we design and ship the system that does.

Custom ERP
Multi-tenant SaaS
Workflow engines
Admin tooling
01 / 06
0%
03 · How deep it goes

The engineering surface behind the work.

Deep tech is not a tagline. It is multi-tenant data models, applied AI in production workflows, infrastructure that holds, and security written into the architecture.

Pillar · 1/6

Architecture and Systems

Multi-tenant platforms, complex data models, role and permission systems engineered from first principles. The substrate every other capability stands on.

Domain modeling
Event-driven backends
Multi-tenant isolation
Workflow engines
04 · A community of builders

A network of engineers,
designers, and domain experts
who keep building together.

The collective is the engine behind the work. We are not a single shop. We are a network of capable builders who repeatedly ship, in the open and in production. Events, talks, and technical educational content are part of how the community grows. Engineering work stays the headline.

Disciplines
Eng · Design · ML · Ops
Mode
Remote-first
Cadence
Continuous
05 · Where we've shown up

Things we did. Proof the community shows up.

A small slice of past gatherings. We share these as social proof of community reach and impact, not as a calendar. These are things that happened, not things that are scheduled.

  • 01 · pastHackathon

    AI for Farmers

    Flagship hackathon

    Our flagship hackathon. Builders shipped applied-AI prototypes for one of the hardest, lowest-margin, highest-stakes domains.

    • Applied-AI prototypes shipped end-to-end
    • Cross-disciplinary teams, weekend cycle
    • Live problem statements, not toy demos
    Archived
  • 02 · pastBootcamp

    AI Bootcamp · Jaipur

    Jaipur

    An immersive, ground-up AI bootcamp run with a local cohort of engineers and students. Practical, project-driven, retention-focused.

    • Cohort-based, project-driven curriculum
    • Local engineers + students together
    • From foundations to shipped projects
    Archived
  • 03 · pastChapter event

    Full-stack Chapter · Kolkata

    Kolkata

    A regional chapter event focused on full-stack engineering, pairing experienced builders with people stepping into the deep end.

    • Hands-on full-stack workshops
    • Senior + junior builder pairing
    • Strong local community signal
    Archived
07 · Frequently asked

Common questions about how we work.

Short, direct answers about our products, our team, and how we ship.

  • We are a deep-tech studio and builder collective. We design, build, and operate production-grade software across the spectrum: ERP and platform engineering, healthcare and education systems, data engineering, cloud migrations, and applied AI. Shipped systems include a school ERP running live in classrooms and AarogyaOS for healthcare.

  • We work across the technical spectrum. ERP and platform engineering, data engineering (pipelines, warehouses, analytics surfaces), cloud migrations (AWS, GCP, Azure, plus IaC and SRE), and applied AI (RAG, structured extraction, LLM application systems with evaluation and guardrails). Healthcare and education are two named verticals where we ship our own products. We work in many others.

  • Yes. Cloud migrations are a core specialisation. We do lift-and-shift, refactor, and full rebuild depending on the system. AWS, GCP, and Azure. We bring IaC, GitOps, autoscaling, observability, and disaster recovery as part of the engagement, not as an afterthought.

  • Yes. RAG and retrieval pipelines, LLM application systems, structured extraction, evaluation harnesses, guardrails. Built into the product surface and shipped to production with the rest of the engineering work, not bolted on as a demo.

  • Yes. It is in production today, running in live classrooms. It covers admissions, academics, attendance, examinations, fees, and role-based access for staff, students and guardians, designed for daily operational scale.

  • AarogyaOS is our healthcare operating system. It unifies clinical and operational workflows in one surface, with modular, integration-ready architecture designed for sensitive, high-stakes environments. It is aligned with the direction of India's Ayushman Bharat Digital Mission and built to integrate cleanly with labs, devices, and external EMRs.

  • Yes. Our work is remote-first and we deliver to organisations both in India and globally. The architecture choices we make are domain-aware, so the same platform shape can be configured for different regulatory and operational realities.

  • Both. We ship our own products (School ERP, AarogyaOS) and we also build custom platforms end to end for organisations whose problems do not fit off-the-shelf SaaS. Design, engineering, ship, operate, all under one team.

  • We do not stop at delivery. We build platforms we continue to operate. We bring depth in applied AI, distributed systems, multi-tenant architecture, and security. And we are a community of builders, not a fixed headcount shop, so we can scale capability up and down with the work.

  • Yes. We are a network of engineers, designers, ML practitioners, and domain experts who keep building together. If you ship work and want to collaborate, reach out via the contact form and pick ‘Join the community’.

  • We have run flagship hackathons such as ‘AI for Farmers’, AI bootcamps in Jaipur, and full-stack chapter events in Kolkata. These are part of how the community grows. We don't publish a public events calendar; when something is happening, we share it directly with our network.

08 · Let's build

Have a hard problem? Or want to build with us?

Tell us about the system you want to ship, or the community you want to join. We read every enquiry.

  • Build with usBring a hard problem. We design, build, ship, operate.
  • PartnerEngineering capacity, deep-tech collaboration, R&D.
  • Join the communityEngineers, designers, ML folks, domain experts.

We typically reply within a couple of working days.