We bring data from ERP, CRM, MES, email and documents into one business context, and your agents into an orchestrated multi-agent system. Your AI agents get the full picture: they analyse, flag risks and forecast, on infrastructure you control.
Trusted by enterprises across Europe and the US.
Agents stop being assistants for a single system and start working on the context of the whole organisation.
Agents get controlled access to ERP, CRM, MES and the other tools your company runs on, and follow how work moves across the whole organisation. Sources are connected through MCP or dedicated integrations.
We integrate or build AI agents for your company's tasks. They don't wait to be asked. They gather information in the background, flag risks, analyse changes, prepare summaries and deliver conclusions. They can work on your goals around the clock.
The SH Business IQ layer keeps everything your AI agents do observable, controlled, compliant with regulations and in line with your priorities.
If your company already uses agents, we extend them. If not, we build them from scratch.
Either way, the result is the same: multi-agent systems and orchestration that work on the context of the whole organisation.
We match the types of agents to your company's processes during the Discovery workshop.
How much should we produce and order for the next 8 weeks?Working in the background
Combines order history from ERP, seasonality, open quotes from CRM and customer signals from email. Updates the forecast every week and warns you when orders drift from the plan.
How should we sequence orders to meet deadlines with our current capacity?Working in the background
Tracks capacity, the availability of people and machines, and component delivery dates. When a delay or breakdown occurs, it proposes a new order sequence and shows which deadlines are at risk.
Which machine will stop first if we do nothing?Working in the background
Reads machine signals and matches them with the history of service tickets and correspondence with parts suppliers. Warns about downtime risk and proposes a service slot that doesn't clash with the production plan.
Why did the margin on line X fall this quarter?Working in the background
Combines data from accounting, controlling, sales and production. Answers the board's questions in plain language and shows the source of every figure. Before month-end close, it points out the variances that need explaining.
Which suppliers don't meet NIS2 or DORA requirements?Working in the background
Checks new and existing suppliers against NIS2, DORA and internal policies. Monitors changes in registers, certificates and contracts, and prepares a risk summary before each contract renewal.
Does this procedure comply with current regulations?Working in the background
Follows regulator announcements and changes to DORA, NIS2 and the AI Act, maps them onto internal procedures and shows which documents need updating. Prepares an audit trail with a decision log.
What will run out within two weeks, and what has been sitting since last quarter?Working in the background
Compares stock levels with turnover, open orders and each supplier's lead times. Warns about shortages and overstock before a customer notices, and proposes replenishment orders.
Which customers cut their orders this quarter, and why?Working in the background
Brings together orders, payments, complaints and correspondence for each customer. Spots falling orders, late payments and new contacts on the customer's side, then tells the sales rep whom to call and about what.
Which orders won't ship on time because of supplier X's delay?Working in the background
Tracks shipment statuses, carrier notices and supplier correspondence. When a delivery runs late, it checks which customer orders are at risk and prepares ready-to-send customer messages and alternatives.
Which customers are affected by the cancelled flight, and what can we offer them?Working in the background
Monitors flight changes, airline and airport notices, weather and destination alerts. Matches them with customer bookings, works out who is affected and prepares rebooking options and customer messages.
Which summer destinations are selling below plan, and what should we do about them?Working in the background
Combines sales, website traffic, customer enquiries and supplier availability. Every week it shows which destinations and dates sell faster than planned and which need a new offer or price.
How many complaints concern hotel X this season, and what do they have in common?Working in the background
Collects requests from email, forms and calls, and links them to the booking, the customer's history and the contract terms. Proposes a reply that cites its basis, and passes unusual cases to a person with a ready summary.
Let's design your agents together in the Discovery workshop.
Book a free consultationThe intelligence layer runs where you decide and sees only what your employee would see.
