AI for companies with a real operation behind them

In construction, manufacturing, and engineering, the critical knowledge sits in specs, drawings, and manuals, and in the heads of people close to retirement. Meanwhile projects get more complex and margins thinner. On the Laava Platform, agents read specs and datasheets, check them against requirements, answer technical questions from your own documentation, and prepare the paperwork that keeps projects moving. Experience stops walking out the door, and engineers spend their time engineering.

The public sector has to deliver more service with fewer people, while every decision must be explainable. That combination breaks on manual work: case files, objections, and information requests queueing up behind scarce specialists. On the Laava Platform, agents prepare case work from approved sources, with source citations and human approval built into the workflow. Civil servants keep the judgment; residents get answers faster.

In business services, the product is knowledge and the constraint is time. Hours still disappear into reading documents, drafting proposals, and checking contracts, work that follows patterns an agent can learn. On the Laava Platform, agents read, draft, and check inside your own systems and sources, while a professional makes the calls that matter. The hours go back to strategy, clients, and the work you actually bill for.

Logistics runs on trucks and ships, and on PDFs, scans, portals, and mail threads. The delay is rarely on the road; it sits in the back office, where orders, customs documents, and status questions wait for someone with time. On the Laava Platform, agents read and structure documents, answer status questions from your own systems, and prepare the next step in the chain. Fewer errors, faster handling, and a back office that keeps up with the fleet.

Retail wins on speed: answering customers, keeping product data right, and keeping promises during peaks. On the Laava Platform, agents handle recurring customer questions across channels, keep product and order information consistent, and prepare the follow-up in your own systems. The team keeps the exceptions; customers stop waiting.

Energy, utility, and telecom operators combine high-volume customer contact with billing, collections, and field operations, four different worlds that share one customer. This is where our lighthouse client OpenSource Energie runs voice, chat, ticket, and collections agents on one platform: work is picked up whenever it arrives, context travels with the customer, and people handle the exceptions. One connected operation instead of four queues.

Financial services carry a double load: customers expect instant answers, regulators expect every step to be documented. On the Laava Platform, agents prepare client files, screen documents against policy, and draft responses, grounded in your approved sources, with review and audit built in. Compliance stops being the reason work is slow.

Not listed? The patterns matter more than the sector: documents that keep work waiting, knowledge locked in inboxes, handovers that break flow. If your operation recognises those, there is usually a strong first workflow, and the approach is the same: one workflow live, then expand on the same foundation.