Our Services

End-to-end solutions for designing, deploying, and scaling production-ready agentic AI systems

Diagram showing multi-agent system architecture with autonomous agents coordinating tasks
Service 01

Agentic System Design

We architect multi-agent systems that go beyond simple LLM integrations. Our agents collaborate, reason, and execute complex workflows autonomously.

What We Deliver

  • Multi-agent architecture blueprints with role definitions and coordination patterns
  • LLM integration strategy (OpenAI, Anthropic, Gemini, open-source models)
  • Agent orchestration frameworks (LangChain, CrewAI, AutoGen, N8N, etc.)
  • Tool-calling and function-execution design for external integrations
  • Memory systems: short-term context and long-term retrieval (RAG)

Business Impact

80%
Cost Reduction
10x
Faster Execution
24/7
Automation
Service 02

AI Ops & Evaluation

Production-ready LLM operations with comprehensive monitoring, evaluation pipelines, and continuous improvement frameworks.

What We Deliver

  • LLM observability with LangFuse, Weights & Biases, or custom dashboards
  • Prompt versioning, A/B testing, and optimization pipelines
  • Automated evaluation suites for accuracy, relevance, and safety
  • Cost tracking and optimization (token usage, model selection)
  • Guardrails implementation for safety, PII detection, and compliance

Technologies We Use

LangChain LangFuse CrewAI LlamaIndex Weights & Biases MLflow
LLM operations dashboard showing metrics, monitoring graphs, and evaluation results
Cloud-native backend architecture diagram with microservices, message queues, and databases
Service 03

Backend Modernization

Scalable, resilient cloud-native backends built to support AI workloads and high-throughput data pipelines.

What We Deliver

  • Microservices architecture with API gateway and service mesh
  • Event-driven systems with Kafka, Redis Streams, or RabbitMQ
  • Database design: PostgreSQL, MongoDB, vector databases (Pinecone, Weaviate)
  • Container orchestration with Kubernetes and Docker
  • CI/CD pipelines and infrastructure as code (Terraform, CloudFormation)

Infrastructure Stack

AWS / GCP / Azure Kubernetes Kafka Redis PostgreSQL Vector DBs

Why Choose T2 Software

We combine deep technical expertise with proven delivery methodologies

Proven ROI

Average 80% cost reduction and 10× performance improvements

Fast Time-to-Value

Production deployments in weeks, not months

Production Reliability

Battle-tested systems with 99% uptime guarantees

Ready to Get Started?

Let's discuss your project and build a custom solution for your business.

Schedule a Consultation