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AI Agents

Agents that do the work, with the controls to trust them

We design multi-agent systems that plan, call tools and complete multi-step business processes, and we wrap them in the evaluation, guardrails and observability that make them safe to run unattended.

Talk to our expertsSee capabilities
0Irreversible actions taken without a human checkpoint
100%Of tool calls traced, replayable and budgeted
3 stagesRollout: shadow, supervised, then autonomous for low-risk actions
Capabilities

What we deliver in AI Agents & Automation

Each capability is a scoped offering with clear deliverables. Combine them or start with one.

01

Multi-Agent System Development

Specialised agents for retrieval, reasoning, extraction and action, coordinated by an orchestrator.

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02

AI Copilot Development

In-product assistants that understand context and take actions inside your application.

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03

Chatbots & Voice Agents

Conversational agents for support, sales and operations across web, WhatsApp and phone.

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04

Workflow & Back-Office Automation

Replace swivel-chair processes with AI steps that read, decide, and update your systems.

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05

Agent Evaluation & Observability

Traces, replays and scored test scenarios so you know what your agents did and why.

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06

WhatsApp Business Automation

Broadcasts, chatbots, AI agents, payments and a team inbox on the official WhatsApp API.

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How we work

AI doesn't fail at ideas. It fails at execution.

Every engagement follows a path from concept to scale with success defined up front, weekly releases and no surprises.

011–2 weeks

Discover

A 60-minute call and a deep-dive sprint that end in a scored opportunity map and a baseline.

021 week

Design

Architecture and stack chosen with a decision matrix and a model bake-off on your data.

034–8 weeks

Build

Weekly releases into your environment with evals, guardrails and traces from sprint one.

042–6 weeks

Scale

Hardening, staged rollout, cost controls and handover so your team runs it.

What every engagement is designed to

0Irreversible actions taken without a human checkpoint
100%Of tool calls traced, replayable and budgeted
3 stagesRollout: shadow, supervised, then autonomous for low-risk actions
Architecture

Architectures we reach for in AI Agents & Automation

Reference patterns we adapt to your constraints. Each links to the full flow, components and trade-offs.

All architectures
Agentic

Single agent with tools

One model, a toolbox, and a loop that decides what to call next.

across every level

Hover or tap any part to see what it does. The light shows the order a request moves through.

OpenAI Agents SDKClaude Agent SDKLangGraphMCPLangfuse / LangSmith
Full architecture
Tech stack

Building on proven, scalable foundations

The strength of any AI system lies in the technology behind it. We choose per workload, benchmark on your data, and build so you can switch.

  • OpenAI GPTGPT-4o family
  • Anthropic Claude
  • Google Gemini
  • Meta Llama
  • Mistral
  • DeepSeek
  • Hugging Face
  • Ollama
  • Groq
  • NVIDIA
FAQ

Get the clarity you deserve

Straight answers to the questions we hear most. Ask us anything else on a call.

When the process is deterministic. We use plain code for anything with fixed rules and reserve models for steps that need language understanding, judgement or generation. That keeps systems cheaper, faster and easier to test.

Let's build intelligent systems that drive growth

Tachyon is the engineering partner for teams that need AI in production, not in a deck. Start with a free 60-minute discovery call.

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Contact

Talk to experts about your product idea

Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.

Prefer to talk?

Pick a 60-minute slot. No pitch, just an engineer with honest answers.

Book a call

NDA available on request. We reply within one business day.