Engineering intelligence at scale

What We Build

From autonomous agents to expert evaluation pipelines, we deliver production-grade AI solutions that integrate with your existing systems and scale with your business.

Core Service

AI Agent Development

We design, build, and deploy autonomous AI agents that handle complex workflows end-to-end. Your team focuses on strategy. Our agents handle the execution.

Custom Agent Architecture

Purpose-built agents with multi-step reasoning, tool use, and persistent memory. We design architectures tailored to your domain, not one-size-fits-all chatbots.

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System Integration & Deployment

Agents that plug into your CRMs, ERPs, communication tools, databases, and custom APIs. Deployed on enterprise-grade cloud infrastructure with auto-scaling.

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Monitoring & Optimization

Production-grade observability with logging, tracing, and performance dashboards. We continuously optimize agent accuracy, latency, and cost efficiency.

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What Our Agents Do

USE CASE

Lead Generation & Outreach

Agents that identify prospects, personalize messages, manage follow-ups, and route warm leads to your sales team across email, LinkedIn, and social.

USE CASE

Document Processing

Extract, classify, and route information from contracts, invoices, applications, and reports. Multi-format input, structured output.

USE CASE

Customer Support

Intelligent agents that handle tier-1 support, escalate complex issues, and learn from resolution patterns to improve over time.

USE CASE

Data Pipeline Automation

Agents that monitor data sources, clean and transform incoming data, detect anomalies, and trigger downstream workflows.

USE CASE

Internal Operations

Automate HR onboarding, IT ticket routing, meeting scheduling, expense approvals, and reporting with agents that understand your processes.

USE CASE

Voice AI Agents

Build conversational voice agents for appointment scheduling, call routing, customer intake, and after-hours handling with natural speech.

Technology

Full-Stack Agentic AI

We're a complete agentic AI boutique. From foundation models to production infrastructure, we own the entire stack.

Foundation Models

We select and fine-tune the right model for your use case, optimizing for accuracy, latency, and cost.

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Agent Orchestration

Multi-agent coordination with structured state management, tool use, and persistent memory across complex workflows.

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Observability & Eval

End-to-end tracing, evaluation pipelines, and performance monitoring to keep agents reliable in production.

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RAG & Knowledge

Hybrid search with semantic retrieval and intelligent re-ranking across your proprietary data.

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Cloud & Infrastructure

Enterprise-grade deployment on major cloud platforms with auto-scaling, GPU compute, and managed ML services.

AWS BedrockAWS SageMakerGCP Vertex AIDockerKubernetes

Dev & Automation

Python-first development with modern tooling, CI/CD pipelines, and event-driven workflow engines.

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For AI Platforms

Expert Evaluation Services

We provide the expert human layer that AI platforms need to train, evaluate, and benchmark their models. Our team completes complex tasks that require domain expertise and careful judgment.

Agent task completion: executing multi-step tasks to benchmark AI agent capabilities
LLM response evaluation: comparing, ranking, and scoring model outputs across quality dimensions
Domain-expert data annotation: code review, medical, legal, and financial data labeling
RLHF data generation: preference pairs, reward signals, and alignment feedback at scale
// evaluation capabilities
$ mt eval --capabilities

Task Types:
Agent task completion
LLM response ranking
Code review & math eval
RLHF preference pairs
Domain-expert annotation

Domains: Code, Math, Legal, Finance
Scale: Flexible team sizing
QA: Multi-layer review process

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Advisory

AI Strategy & Consulting

Not sure where to start? We help enterprises identify high-impact AI opportunities and build a roadmap to get there.

AI Readiness Assessment

We audit your current systems, data, and workflows to identify where AI agents will deliver the highest ROI. You get a prioritized opportunity map, not a generic report.

Architecture Design

Agent architecture, model selection, infrastructure planning, and integration design. We blueprint the system before writing a line of code.

Team Enablement

We train your engineering and product teams to build, deploy, and maintain AI agents independently. Workshops, documentation, and hands-on pairing.

Databricks Partner

Databricks Services

We help enterprises unlock the full power of the Databricks Lakehouse Platform, from data engineering and analytics to production ML and AI agent deployment.

Lakehouse architecture design: Unity Catalog, Delta Lake, and medallion architecture implementation
Data engineering pipelines: ETL/ELT with Spark, Delta Live Tables, and Databricks Workflows
MLOps on Databricks: model training, MLflow experiment tracking, and model serving
AI agents on Databricks: RAG pipelines with Vector Search, Foundation Model APIs, and Mosaic AI
Migration & optimization: migrate from legacy data warehouses, optimize Spark jobs, and reduce compute costs
// databricks services
$ mt databricks --capabilities

Data Platform:
Lakehouse architecture
Unity Catalog & governance
Delta Live Tables
Spark job optimization

AI/ML:
MLflow & model serving
RAG with Vector Search
Mosaic AI integration

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Process

How We Deliver

A structured, transparent process from first call to production deployment.

01

Discovery

We learn your business, systems, and goals. We identify the right use cases and define clear success metrics.

02

Design & Prototype

Architecture design, tech stack selection, and a working prototype within 1–2 weeks. You see results fast.

03

Build & Test

Full development with continuous testing, QA reviews, and stakeholder demos. Nothing ships without passing our quality bar.

04

Deploy & Support

Production deployment with monitoring, documentation, and ongoing support. We scale with you as needs evolve.

Ready?

Tell Us What You're Building

Whether it's a single agent or an enterprise-wide AI transformation, let's talk.

Start a Conversation About Our Team