Specialized Engineering

Move Fast.
Spend Less.
Build What Matters.

An AI-native engineering team trusted by US technology companies for over a decade. We build, scale, and operate SaaS platforms, CRM systems, and AI-powered software — so you can ship faster without the overhead.

Start a project See capabilities
Trusted by Resublime Vantage Solutions
11+
Years shipping
production software
24h
Idea to
working prototype
1wk
Scoped feature
in production
<1day
Merged code
goes live

Engineering stack

Backend
Ruby on Rails·Node.js·Python
Frontend
React
Data
PostgreSQL·Snowflake·dbt
AI
LangChain·OpenAI / Gemini·MCP
Cloud
AWS·Docker / EKS
Business
Odoo

Why Teams Choose Us

Enterprise Output,
Lean Operations

We integrate with your product team, own delivery end-to-end, and bring senior-level depth across full-stack, data, and AI.

Move Faster

A working prototype the next day, a scoped feature in production within the week. Senior engineers direct the AI and own every line that ships — your backlog moves at the speed you need, without hiring overhead.

Cut Costs

Senior-caliber engineers at India-based rates. Remote-first across nine states means lean operations and maximum value per dollar.

Reduce Risk

Eleven years of continuity with the same US partners. No ramp-up time, no context switching, no surprises.

AI-Native Thinking

Every engagement evaluates where agents, LLMs, and intelligent automation can replace manual work and compound your advantage.

Full-Stack Depth

Rails, React, Node, Python, AWS, Snowflake, dbt. Frontend to data warehouse and everything in between.

Ops Included

We don't build and vanish. Production support, incident response, and continuous improvement are standard.

AI Engineering

Agents That Do the Work

Not chatbots, not thin wrappers. We build autonomous systems that reason, plan, and execute inside your business workflows — with production-grade reliability.

Agents

Autonomous Agents

Multi-step agents that observe, reason, and act across systems — from auto-dispatching service requests to processing invoices without handoffs.

LangChainTool CallingReAct

Assistants

Embedded Assistants

Context-aware assistants inside your SaaS: multi-model routing, guardrails, domain prompts, and MCP server integration.

Multi-ModelGuardrailsMCP

Perception

Vision + Document AI

Computer vision for equipment photos, invoice extraction, and facial recognition. Production-tested in logistics and education.

VisionOCRRekognition

Automation

Workflow Automation

End-to-end agentic workflows across APIs, databases, comms channels, and business logic. Trigger to resolution without human loops.

Event-DrivenWebhooksChains

Data

Data Intelligence

CDC pipelines, Snowflake warehousing, and analytics that feed your AI systems — the data backbone for intelligent automation.

CDCSnowflakedbt

Governance

Safety + Governance

Prompt injection defense, output validation, cost controls, and audit trails. Responsible AI is an engineering requirement, not a checkbox.

GuardrailsLimitsAudit

Core Services

Engineering That Scales

From greenfield builds to complex production systems, we bring depth and continuity to every engagement.

Platforms

SaaS Platforms

Full-stack development, scaling, and maintenance of multi-tenant SaaS serving fleets, clinics, and service networks.

Systems

CRM + Business Systems

Custom CRM and Odoo solutions for industry-specific workflows, vendor management, and the customer lifecycle.

Intelligence

AI Integration

Proof-of-concept to production: agents, vision pipelines, and embedded assistants tuned to your domain.

Operations

Product Operations

Ongoing maintenance, incident response, root-cause analysis, and performance work. We stay in for the long run.

Have a platform to build, a CRM to tame, or an AI pilot in mind?

Start a project

Our Work

Platforms We Build
+ Operate

Long-term partnerships with US technology companies across logistics, healthcare, and enterprise SaaS.

REACH24

reach24.net

Fleet management and logistics SaaS for motor carriers, call centers, and service providers. Built for Resublime and Vantage Solutions.

Logistics & Fleet

ReveliaDX

reveliadx.com

Healthcare technology platform supporting alternative medicine clinics across the United States.

Healthcare Tech

ECHO CRM

Odoo-based CRM

Custom Odoo CRM for a US logistics and intermodal truck repair operation, covering vendor and service workflows.

Enterprise CRM

How We Work

Four Steps From
Scope to Steady State

The same delivery rhythm we've run with US partners for eleven years — short cycles, visible progress, and an owner for production from day one.

Step 01

Scope

We read the codebase, map the workflows, and come back with a scoped plan and the team shape to deliver it.

Step 02

Build

A prototype in a day, then small increments straight to production — working software and a revised plan every few days, not every few weeks.

Step 03

Ship

Release behind flags, monitor, and hand over documentation. Your team keeps the keys to everything we build.

Step 04

Operate

Production support, incident response, root-cause analysis, and a continuous improvement backlog.

Let's Build

Your Next Platform
Starts Here

A dedicated engineering team or an AI pilot for your workflows — we deliver both. Tell us what you're building and we'll come back within one business day.

Start a project

Five fields. No sales sequence — a real engineer reads every one.

We use your details to reply to this enquiry and nothing else.