01 · Agent Mesh · live

AI Engineering · Applied ML · Delivery

From idea to
AI-powered business.

We design, build, and ship agentic systems that actually run your operations — not impressive demos.

Book a discovery call →See what we build

scroll · how it works↓

02 · Orbit · how agents coordinate

Section 02 · architecture

One orchestrator.
A team of specialised agents.

Each system we build runs on a dispatcher that routes work between specialised agents — retrieval, planning, tool-calling, critique, memory — and merges their results into a single, auditable outcome.

· dispatch· retrieve· plan· tool-call· critique· memory· merge

scroll · research↓

03 · Constellation · the search space

Section 03 · research

A universe of ways
to compose an agentic workflow.

For any business problem there are thousands of viable architectures — different agents, tools, routing rules, prompts, memory layouts. The right combination is rarely obvious, and what works today may not be optimal tomorrow.

So we built AutoAW to search this space for you.

internal research · v0.3in development

AutoAWauto agentic workflows

Inspired by AutoML — applied to agentic systems.

AutoAW explores the space of agentic architectures automatically: it generates candidate workflows, evaluates them against your data and goals, and returns the configuration that performs best on the metrics you care about.

search · benchmark · select · ship

Read the brief

Capabilities

Everything you need to go AI

From conversational assistants to full workflow automation — practical AI solutions that fit your business today and scale as you grow.

AI Agents for Your Business

Custom AI agents that handle tasks, make decisions, and execute workflows — built around how your business actually operates.

Conversational AI

Smart assistants on your website or internal tools that answer questions, qualify leads, and handle routine requests around the clock.

Data & Business Insights

Connect your tools and data sources into live dashboards and reports — so you always know what's happening across your business.

Predictive Modelling & Data Science

Forecasts, scoring models, recommendations, and optimisation algorithms custom-built for your data — turning history into competitive advantage.

Systems Integration

Connect AI to the tools you already use — CRM, email, calendars, databases. No workflow rebuilds, no disruption.

AI Website & Service Upgrades

Add AI-powered features to your existing website or services: smart search, personalised experiences, and intelligent lead capture.

End-to-End Delivery

We own the full journey — scoping, building, testing, and going live — with reliability and cost controls baked in from the start.

Expertise

Deep expertise behind every solution

We bring specialist knowledge across some of the most valuable and complex areas of applied ML — so your solution is built on proven foundations.

AutoML

Automated model selection, hyperparameter tuning, and feature engineering — from raw data to production-ready models without manual guesswork.

Dynamic Pricing

Real-time pricing models that respond to demand, competition, and inventory signals to maximise revenue and margin.

Entity Resolution

De-duplicate and link records across messy, fragmented data sources — so your CRM, analytics, and AI all see the same customer.

Forecasting

Time-series and ML-based forecasts for demand, revenue, churn, and operations — built to be accurate and explainable.

Recommendation Systems

Personalised product, content, and action recommendations that drive engagement and conversion at scale.

Causal Inference

Go beyond correlation — understand what actually drives outcomes in your business so every decision is backed by evidence.

Process

How it works

A straightforward process designed for business owners — no jargon, no delays, just results.

01Understand your business goals and the tools you currently use

02Design an AI plan with clear outcomes and quick wins

03Build and test with your real data and workflows

04Go live with ongoing support, monitoring, and iteration

Team

Who we are

We work closely with business owners to understand your goals and build AI solutions that deliver real value — not just impressive demos.

Andrey Spiridonov

Co-founder

Ex-Head of AI at Revinate
Ex-H2O.ai AutoML team
Founder, Straid.ai

Coming soon

Careers

Join the team

We are a small, high-trust team building serious AI systems for real businesses. If that sounds like your kind of work, we would love to hear from you.

Principal AI Engineer