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How we work

From documents to decisions you can audit.

A clear method for agentic AI that is fast, grounded in your data and always under human control, delivered in short cycles with working software at every step.

The method

Six layers in every system we ship.

01
01

Read

Turn contracts, IDs, filings and conversations into clean, structured data.

02
02

Retrieve

Ground every answer in your own documents with RAG and GraphRAG, so nothing is invented.

03
03

Reason

Specialised agents each take one job and hand the work on, just like a well organised team.

04
04

Connect

Agents plug securely into your systems, and into each other, through MCP and A2A.

05
05

Control

People approve key decisions. Every step is logged, traceable and explainable.

06
06

Run & monitor

Secure cloud deployment with live monitoring of quality, cost and health.

Trust & control

Built for teams that answer to regulators.

AI for speed. Clear rules and human sign off where it matters.

Human in the loop

Approval steps such as four eyes review on the decisions that matter.

Full audit trail

Every agent action and data access is logged and traceable.

Explainable outputs

Answers cite their sources; scores explain their reasoning.

Data isolation

Customer data kept separate, with role based access control.

Secure by design

Least privilege tool access through MCP, secrets never in prompts.

Live monitoring

Quality, latency, cost and health tracked in production.

Engagement

From first call to production.

1

Discovery call

30 minutes to map one workflow, the data behind it and what success looks like.

2

Working prototype

Within weeks, not quarters: a clickable prototype running on your real use case and data.

3

Build in sprints

Short cycles with working software at every step, with security and approvals built in.

4

Run & improve

We deploy, monitor and keep improving the system, or hand it over cleanly to your team.

Tech stack

Modern, proven tools, chosen for the job.

AI & Agents

LangGraphLangChainModel Context ProtocolAgent2AgentOpenAIAzure AI FoundryPineconeGraphRAGLoRA

Build

ReactRuby on RailsGoNode.jsPython & FastAPISwiftKotlin

Data & Cloud

AWSAzureAzure AI FoundryPostgreSQLMongoDBKafkaDockerKubernetesGrafana
Free 30 minute discovery call

Pick one workflow. See a working prototype.

Book a 30 minute call. We’ll map one process, show you what an agent could take off your team’s plate, and send you a written plan. No obligation.