Vertical AI
All services

Agentic systems

Autonomous agents that execute real business tasks.

AI agents move beyond answering questions — they reason, plan, and take action. We build agents that operate inside your business processes, use your internal tools, and complete multi-step tasks with the level of human oversight that each decision requires.

Agent graph

Execution graph

01

Planner

02

Research

03

Action

04

Review

DB
API
Files
Queue

What we deliver

What's included

Task Automation Agents

Single-purpose agents that handle defined business tasks end-to-end — from data retrieval and processing to output delivery — without human intervention on each step.

Multi-Agent Systems

Orchestrated networks of specialized agents that collaborate to complete complex workflows, with supervisor agents delegating subtasks and aggregating results.

Tool & API Integration

Agents equipped with tools to call internal APIs, query databases, write to systems of record, and interact with third-party services on your behalf.

Human-in-the-Loop Workflows

Escalation paths and approval gates so agents pause for human judgment at high-stakes decision points — controllable, auditable, and safe by design.

Agent Observability

Trace logging for every agent run — inputs, tool calls, reasoning steps, and outputs — so you can audit behavior, debug failures, and improve performance over time.

Agentic Platforms

Infrastructure for deploying, scheduling, and managing fleets of agents at scale, including retry logic, rate limiting, and cost controls.

How we work

Our process

01

Scope

Define the task boundary, tools needed, and human oversight model.

02

Design

Architect the agent graph — nodes, edges, and state schema.

03

Build

Implement agent logic, tool integrations, and evaluation harness.

04

Evaluate

Test against real tasks with success/failure metrics.

05

Deploy

Production rollout with monitoring and escalation paths active.

Stack

Technologies

We choose tools based on what fits the problem, not what is trending. Every technology in our stack is production‑proven.

LangGraphAmazon BedrockPythonTypeScriptPostgreSQLAWSDockerKubernetesOpenSearchTerraform

Ready to build?

Tell us about your project and we'll design the right approach together.