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How we build AI agents

The full picture — the technologies we engineer with, the industries we build for, and the exact process we follow to ship production-grade agents.

Tech Stack

Our AI agent development stack

Agent Frameworks

LangChainLangGraphCrewAIAutoGenDSPySemantic Kernel

Large Language Models

GPT-4oClaude Opus & SonnetLlama 3Mistral LargeGemini ProFine-tuned models

RAG & Vector Databases

PineconeWeaviateChromapgvectorSupabaseQdrant

Cloud AI Platforms

AWS BedrockAzure OpenAIGoogle Vertex AIHugging Face

MLOps & Deployment

MLflowDockerKubernetesGitHub ActionsWeights & Biases

Enterprise Integrations

SalesforceMicrosoft DynamicsHubSpotREST & GraphQL APIsWebhooksTwilio
Process

Our development process

Discovery & Workflow Audit

We map your existing workflows, surface the highest-value automation opportunities, assess data readiness, and define success metrics up front — grounded in how your business actually runs.

Architecture & Model Selection

We design the right agent architecture — single, multi-agent, or hybrid — and select the optimal model balancing accuracy, cost, latency, and data privacy.

Agent Development & Integration

We build iteratively, wiring RAG pipelines, memory, tools, and enterprise APIs. You see working demos at every stage, not just at the end.

Testing, Evaluation & Guardrails

We measure task success, response accuracy, and policy compliance — adding human-in-the-loop controls and fallback logic at every critical decision point.

Production Deployment

We ship into your live environment, integrated with your CRM, ERP, and cloud — built for security, scale, and observability from day one.

Monitoring & Ongoing Optimization

We track performance, detect model drift, retrain on new data, and evolve guardrails as your business changes — with monthly reports on every key metric.

Industries

AI agents built for your industry

Healthcare & Life Sciences

Automate clinical and administrative workflows and lift patient outcomes with agents built for healthcare-grade compliance.

Financial Services & Banking

Automate compliance-heavy processes, speed up credit and risk decisions, and deliver intelligent advisory at scale.

Legal & Professional Services

Read, analyze, classify, and act on document-heavy legal workflows faster than any manual team.

E-commerce & Retail

24/7 intelligent customer operations, automated order management, and hyper-personalized shopping across every channel.

SaaS & Technology

Automate internal engineering and customer-facing workflows so your team scales output without scaling headcount.

Logistics & Supply Chain

End-to-end supply-chain intelligence — from predictive inventory to automated shipment tracking, so disruptions are caught early.

HR & Talent Operations

Cut time-to-hire, automate high-volume HR workflows, and deliver a better employee experience from day one.

Ready to put agents to work?