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Enterprise AI Infrastructure

Custom AI infrastructure for revenue-critical operations.

We build production-grade AI systems for enterprise GTM teams. Outbound automation, inbound qualification engines, revenue operations platforms, and LLM pipelines that integrate with your existing stack. When you need more than off-the-shelf tools, we build the infrastructure that scales with your business.

Lead Analytics
AI Responses
Pipeline Status

Custom-built dashboards, automation workflows, and AI pipelines designed for your operations

Trusted by leading organizations

Singtel
SingHealth
Adecco
Weiken

Capabilities

Complete GTM Infrastructure

End-to-end AI systems spanning outbound lead generation and inbound qualification. From cold email automation to conversational AI that engages visitors 24/7.

Full IP ownership • Unified data flow

Revenue Operations AI

GTM automation platforms that integrate with your CRM, marketing stack, and sales workflows. Built for teams who need more than Zapier can deliver.

30-60% efficiency gains

AI-First Process Redesign

Strategic consulting to rebuild operations around AI capabilities, not bolt-ons.

6-12 month roadmaps

LLM Pipeline Architecture

Production-grade AI infrastructure with custom fine-tuning, RAG systems, and enterprise guardrails.

99.9% uptime • <200ms latency

Built In-House

Our productized inbound infrastructure, demonstrating what custom builds can achieve

AI Desk

AI-powered help desk & inbound qualification platform

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Challenge

Enterprises needed both inbound lead qualification and support automation without multi-quarter implementations

Solution

Built full-stack conversational AI with LLM-powered qualification, intelligent routing, and contextual responses

Outcome

Production SaaS serving multiple enterprises with 70% automation rate across support and lead qualification

Technology Stack
Next.jsTypeScriptOpenAI APIRAG PipelinePostgreSQL

This demonstrates our end-to-end capability: from architecture and LLM integration to production deployment and ongoing operations. For enterprises needing outbound automation, we build complementary systems—creating complete revenue infrastructure from first touch to close.

How We Work

PHASE 1 · 4-6 WEEKS

Discovery & Architecture

Technical audit, data mapping, system design, and ROI modeling

PHASE 2 · 8-12 WEEKS

Build & Integration

Core platform development, API integration, and iterative testing with your team

PHASE 3 · 4-6 WEEKS

Deployment & Handoff

Production launch, team training, documentation, and performance monitoring

Founder-led delivery: Direct access to technical founder, supported by specialized local contractors for design, integration, and scale.

Investment: Custom scoped based on complexity and business impact. Milestone-based payment structure.

Ideal clients: B2B companies with technical teams seeking to automate complete revenue operations—from outbound lead generation through inbound qualification and support. Best for teams outgrowing off-the-shelf tools.

Q1 2026 Availability

Taking on 2-3 clients for Q1 2026 engagements

We review inquiries on a rolling basis and respond to qualified projects within 48 hours