About 21Coders

Go beyond chatbots with agents engineered to own outcomes.

We are a senior engineering collective focused on production-grade AI agents. Our team blends systems design, workflow automation, and human-centered product thinking to deliver agents that plug into your existing stack and generate measurable value from day one.

Agentic DNA

We have shipped agent-first solutions since long before the hype cycle, pairing LLMs with deterministic automation.

Integrated Delivery

Our builds connect to CRMs, data warehouses, and internal APIs to make the agent part of your actual business process.

Measured Outcomes

We scope work around hard metrics—CSAT lifts, hours returned to teams, or revenue unlocked—not vague “AI readiness.”

Our approach

Every engagement starts with immersion—auditing your workflows, data sources, and service surface area. We design agentic workflows that pair LLM reasoning with deterministic execution, then implement the stack: orchestration layer, connectors, evaluation harness, and human-in-the-loop guardrails.

Delivery checklist

  • Dedicated lead engineer and clear success metrics
  • Usage telemetry and evaluation dashboards from day one
  • Handoff playbooks so internal teams can evolve the agent

Ready for an AI agent that owns a real workload?

Tell us about the process, toolchain, and outcomes you care about. We will map the fastest path from concept to production agent with measurable ROI.

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