7UNIT / DOC.001 · v.2026.04
Available for new engagements

OPEN FOR FY-26 ENGAGEMENTS · BENGALURU + DUBAI · IST/CET COVERAGE

We build thequiet systemsthat run loud businesses.

Senior-led product engineering for fintech, platforms, and AI-integrated systems. We map architecture and risk before we commit build scope, then ship with documentation your team can operate.

Book a 30-min callSee our work
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Yrs leadership
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Countries
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Systems in prod
Bengaluru · UAE · Global delivery
7UNIT / CURRENTLY SHIPPING
7UNIT / SERVICES

Engineering built for
the work that
actually matters.

From a blank Figma file to a system running in production — and everything in between. We don't hand off to junior developers. Senior engineers own every engagement, from architecture to deployment.

01 / PRIMARY SERVICE
Core offering

Full product engineering —
scratch to production.

You have an idea, a problem, or a half-built system that needs rescuing. We take it from discovery to deployment — product thinking, system architecture, frontend, backend, integrations, and a clean handoff your team can operate. No disappearing after launch.

See how we work →
What this covers

Discovery & system architectureDomain mapping, data model, integration points, and risk surface before a line of code.

Frontend & backend engineeringReact / Next.js, FastAPI, PostgreSQL, Docker. Production-grade from sprint one.

AI integration by designNot bolted on. LLM features, agents, and automation built into the architecture from day one.

CI/CD, deployment & handoffShipped, documented, and handed over with runbooks — not just a GitHub link.

02
Running internally at 7Unit

7Unit AgentOps

For teams that need the coordination layer automated — without losing governance or visibility.

Best for multi-tool workflows
AgentOpsAI agentsWorkflow automationGovernance
Internal proof7Unit COO — runs our internal coordination, delivery visibility, and operational memory across a senior remote team. We extend the same architecture for clients.
See how we work →

Custom AI agents connected to the tools you already use — engineering, sales, support, and operations — with approvals, auditability, and observability built in. We run this internally through 7Unit COO before we recommend operating patterns to clients.

03

WhatsApp as a product surface

For businesses where sales, booking, and support already happen inside WhatsApp.

Best for conversation-led teams
WhatsApp APICRMAI agentsUAE
Field proofBuilt and deployed for UAE businesses across real estate, hospitality, and B2B sales. 340+ daily conversations handled without agent involvement.
CLIENT SIGNAL

We needed WhatsApp to be the system of record, not an inbox. The team shipped a CRM our sales staff actually use — deals move without leaving the thread.

Hospitality · UAE · 2025
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Your customers are already on WhatsApp. We build complete business systems that run through it — CRM pipelines, inquiry agents, booking flows, field dispatch, and customer support. Simple for the end user. Serious engineering underneath.

04

Fractional CTO & technical co-founder

For founders who need senior technical decisions before hiring a full engineering leadership team.

Best for founder-led builds
LeadershipStartupsUAEEquity
Engagement proofCurrently serving as technical co-founder for an entertainment booking platform in UAE — architecture, team structure, and 45-day MVP build.
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You need engineering leadership, not just engineers. We step in as your technical decision-maker — architecture governance, vendor evaluation, team structure, investor due diligence, and delivery accountability. Available as equity or retainer engagements.

05

AI platform implementation & customisation

For companies adopting AI platforms that need workflows mapped, integrated, and live fast.

Best for AI platform rollout
AI platformsCustom workflowsIntegration45-day delivery
See how we work →

You have chosen an AI platform — or you are evaluating one. We implement, customise, and integrate it into your specific workflows, team structure, and existing systems. Knowledge bases trained on your data. Approval chains mapped to your process. Staff live within 45 days.

We are implementation and customisation partners for enterprise AI platforms — meaning we know the internals, not just the documentation.

06

Document intelligence & enterprise operations

For operations teams drowning in contracts, compliance files, and document routing.

Best for document-heavy ops
Document AIClassificationExtractionWorkflow automation
Automation proofDeployed for enterprise clients processing 80+ documents per batch — extraction, routing, and exception flagging without manual triage.
See how we work →

Contracts, compliance filings, procurement documents, field job sheets — operational paperwork that currently requires people to read and route it. We build classification, extraction, and workflow systems that handle it automatically, with human review triggered only when the model flags an exception.

Not sure which engagement fits your situation?Most of our best projects started with a 30-minute call where we listened first and recommended honestly — even when the answer was you don't need us yet.

Book a 30-min call →
7UNIT / AGENTOPS

AI agents for the coordination layeryour team keeps doing manually.

Most organisations already run on Slack, GitHub, Jira, Notion, CRMs, dashboards, and internal docs. The bottleneck is not the tools — it is the invisible work between them: follow-ups, status meetings, manual updates, and context that lives in human memory. 7Unit AgentOps connects intelligent agents to the systems you already use, with humans in control.

Connect systems

Agents integrate with the tools your teams already use — engineering, sales, support, and operations — so work flows without re-platforming.

Governed execution

Approvals, permissions, audit logs, and observability are part of the design — not a post-launch afterthought.

Built for production

This is operational intelligence embedded in workflows — not a demo chatbot that falls apart under real organisational complexity.

Internal proof

We run this internally through 7Unit COO — coordination, delivery visibility, and operational memory across our remote team. We extend the same architecture for clients.

Explore AgentOps →Book a 30-min call →
7UNIT / WORK

Systems that hold under real conditions.

Not demos. Not prototypes. Production systems running for real clients across regulated fintech, EdTech, AI, and operational platforms — across five countries.

Featured case studyFintech · Italy001

7Hub — the financial operating system running Italian fintech.

Four companies, 50+ banks — origination through commissions on one polyglot platform, with zero shared tenant data.

ReactJava Spring BootGCPKeycloakMulti-tenantItaly
Read system context

Four companies. 50+ banks. One platform handling loan origination, bank submission, document generation, commission management, and automated communications — with zero shared data across tenants. WeUnit is the anchor tenant on 7Hub — but they are not alone. Three other Italian fintech companies — Telemutuo, Integra, and ReForCredit — run their operations on the same platform.

Italian financial products are complex — and I know how difficult this project must have been for a team coming in without that domain knowledge. But they delivered anyway.

— Product Owner · WeUnit · Italy

Read the case study →
50+Banks on the network
4Companies on the same platform
0Manual batch submissions
0Shared data across tenants
AI Systems · Global002

LLM-powered assistants built for real operating constraints.

Assistants designed around memory, handoff, tenant isolation, and cost control from day one.

Session memory — context preserved across conversations without blowing token budgets

Human handoff — clean escalation when the model reaches its confidence boundary

Cost per conversation — attributed, tracked, and controllable per tenant

Claude APIFastAPIMulti-tenantLLM
Read system context

Not playground demos. AI assistants designed around the constraints that kill most implementations — session memory, graceful fallback, human handoff, multi-tenant isolation, and cost accountability per conversation.

How we build these →
EdTech · Italy003

Holistic growth centre portal with Odoo-connected operations.

Learner and operations workflows connected to Odoo, with fast curriculum sync and certificate automation.

ReactOdooEdTechItaly
Read system context

Learner portal, content management, and operations hub — all connected to Odoo as the back-office. 1,200 learners, curriculum synced in 90 seconds, certificates automated on completion.

Case study →
SMB · UAE004

WhatsApp-native sales CRM for teams that close inside conversations.

Deals managed where conversations already happen, without forcing teams into another tool.

WhatsApp APICRMFastAPIUAE
Read system context

A complete CRM that lives inside WhatsApp — pipeline tracking, follow-up automation, lead qualification, and team assignment. No context switching. Deals managed where conversations already happen.

Case study →
AI Systems · Internal005

The maintenance loop — delegated to agents.

Bug arrives in ClickUp. Agent scans the codebase, identifies the root cause, proposes the fix. Developer approves. Code is implemented, reviewed by a second agent, and a PR is raised. Four coordinated agents. Two human decision points. Zero manual investigation.

Claude APIClickUpGitHub
Read system context

Bug arrives in ClickUp. Agent scans the codebase, identifies the root cause, proposes the fix. Developer approves. Code is implemented, reviewed by a second agent, and a PR is raised. Four coordinated agents. Two human decision points. Zero manual investigation.

Read case details →

Every case study includes the decision log — not just the outcome. What we built, why we built it that way, and what we would do differently.

View all work →

From the studio

FEATURED CASE STUDY

7Hub — the financial operating system running Italian fintech.

Four companies, 50+ banks — origination through commissions on one polyglot platform, with zero shared tenant data.

Read case study →
TECHNICAL DEPTH

Why multi-tenant architecture in fintech is an engineering problem, not a configuration setting

Most fintech platforms start single-tenant. It works until the second lender asks how data isolation, auditability, and RBAC are enforced.

Read insight →
7UNIT / METHOD

Think before build.
Harden before scale.

How we prevent expensive rewrites.

01

Diagnose

Map the workflow, risks, and constraints before architecture begins.

We spend the first week understanding your domain — not writing code. We map the full workflow, identify where the system will be pressured, surface the integration risks, and document the constraints that will shape every architectural decision that follows. Most expensive rewrites happen because this step was skipped.

Domain map · Data flow diagram · Integration risk register · Constraint log
02

Architect

Turn ambiguity into boundaries, data contracts, and delivery decisions.

With the domain mapped, we design the system — not the UI. Data models, service boundaries, API contracts, RBAC structure, and multi-tenancy approach. Every architectural decision is documented with its rationale and the trade-off we accepted. Future engineers can read why the system is shaped the way it is.

System architecture doc · API contract specs · Data model · Decision log
03

Build

Ship senior-led loops with traceable scope and working software.

Two-week sprints. Senior engineers on every meaningful piece of work. Scope is locked at the start of each sprint — not renegotiated mid-week. Every sprint ends with working software, not a progress update. Technical debt goes in the backlog with a remediation plan — never accumulated in silence.

Working software every sprint · Test coverage report · Updated backlog · Sprint retrospective
04

Harden

Pressure-test performance, observability, handoff, and scale.

Before handoff, the system goes through a hardening phase — load testing, edge case coverage, error observability, runbook documentation, and structured knowledge transfer. We don't disappear after go-live. The first two weeks post-launch we are on call for production issues.

Load test results · Observability dashboard · Runbook · Handoff docs · Post-launch support window
7UNIT / OPEN BRIEF

Bring us the system that cannot fail quietly.

We will help you shape it, document it, build it, and keep it stable under real operating conditions.

Most of our best engagements started with a founder or a CTO who had a system that was either failing slowly, costing more than it should, or hadn't been built yet but had to be right the first time. If that's where you are — bring us the problem. We'll tell you honestly within 30 minutes whether we're the right team for it.

  • You're building something that will handle real money, real data, or real people's decisions.
  • You've been burned by a team that shipped fast and left you with something that doesn't hold.
  • You need engineering leadership and execution — not a vendor who disappears after delivery.
Book a 30-min call →See our work first →

No pitch. No deck. We listen to your problem first, then tell you honestly if we're the right fit.

TRUSTED BY

Teams building on systems that hold.

Across fintech, EdTech, and enterprise operations, our work sits behind workflows where reliability is not optional.

+ projects under NDA across UAE, US, and India