Intelligence wired into your workflows.
Autonomous systems that reason, act, and adapt within the tools you already use.
What we actually build
See the Solution in Motion
The invoice that nobody wants to touch
You know the one. It comes in slightly off — wrong unit price, missing line item — and it sits in someone’s inbox because nobody’s sure whose job it is to chase the supplier, and nobody wants to approve something that doesn’t match.
We connect an agent to your Odoo purchasing module. It reads the incoming invoice, pulls the PO, compares them, and decides: is this within tolerance or not? The clean ones get posted automatically. The messy ones get flagged — with a clear summary of exactly what’s wrong — and nothing moves until a human says so.
Your team stops being a routing layer. They only see the things that actually need them.
The delay your customer finds out about before you do
A carrier misses a pickup. A customs hold extends by two days. In most operations, someone notices, someone else figures out which orders are affected, a third person sends an apologetic email.
An agent working across your shipment data, carrier feeds, and customer records in Odoo handles the whole loop — traces the impact, identifies which customers have commitments at risk, drafts the right communication. For a standard delay with a clear fix, it closes the case. For anything involving a key account or a repeated failure with the same carrier, it escalates — with a brief, not just a notification.
The difference between a useful agent and a generic one is that it’s working from your data and your rules. It knows what a key account means to you. That grounding is most of the implementation work, and it’s where we spend the most time.
The production brief that takes an hour every morning
A supervisor checks work order status, cross-references material availability, tries to spot where the day might go wrong. It takes an hour. Half the time something shifts by 10am anyway.
An agent runs this continuously. It monitors open work orders, checks stock against what each production run actually needs, and surfaces a short daily brief — not a dashboard, a brief. Three work orders are at risk. Component X is short. Secondary supplier has stock. Actionable, prioritised, ready when the supervisor walks in.
What this means for how you operate
Not every process needs the same shape of automation. Some run fully on their own once you’ve validated them. Others need a human at a specific moment — a sign-off, a judgment call — and the agent knows to wait. Some are simple pipelines; others require the agent to decide what to look at next based on what it’s already found.
We figure out which is which. Then we build it, test it on something small, and scale what works.
Where we plug in
We plug intelligent agents into your existing workflows, or define and implement new ones from scratch. We adapt to your environment.
The Fast Track
If you're on Odoo
- Seamless ORM-based connection — fast, flexible, and strictly read-only.
- Built-in security: user access control is fully enforced. The agent can never access data beyond permissions.
- For fully automated processes, the agent connects information across multiple domains — Sales, Inventory, and more.
For more complex Operations
Custom Workflows
- Human-in-the-loop: BPM engines include human review nodes, ideal for Agentic AI with approval gates.
- Agents handle cognitive tasks (reasoning, summarizing, fetching) while the workflow defines business rules.
- Create complex, multi-layered workflows safely — the agent's power is constrained by the process definition.
Data-First
Business Intelligence
- Leverage native agentic AI capabilities of platforms like Databricks, Snowflake, and BigQuery.
- Powerful querying and insight generation directly where your data already lives.
- Turn raw data into actionable intelligence without moving or duplicating data.
Roadmap
From foundation to impact
A phased approach. Build trust in the system. Validate on small wins, then raise the stakes.
Infrastructure
Days
We set up the secure environment. We define the tools, connect the APIs, and configure the agents. It's the foundation — quick to deploy, ready to work.
The Safe Wins
Days to Weeks
We start with simple, low-risk use cases, like document processing or report generation. You see the system in action, audit the reasoning, trace every decision, and confirm it understands your business context.
Scaling Up
Ongoing
As you get familiar — editing prompts, checking grounding, reviewing accuracy — you move to business-critical use cases with confidence. From testing the water to core operations.