Espise builds and runs production AI for legal and commerce teams in the US, Europe and the Gulf: document AI, case intake and customer support that read from and write to your existing tools.
Our clients' names stay private. Below are the systems, numbers taken from version control, and what changed, described generically. References are available after a first call.
Core engineering on a platform that turns large case files into searchable facts, medical timelines and grounded chat. We built document pipelines, integrations with the document and practice-management systems law firms already use, SOC 2 hardening, and the monitoring that keeps it running.
We took over a legacy .NET platform spread across five servers, documented it and kept it shipping. When a scraping attack hit the product catalog, we traced it and automated defences at the network edge, then connected the platform to its suppliers' stock and price feeds.
Before writing agent code, we read the store's support history to learn what customers actually ask and where the answers live. The result is a WhatsApp agent that checks the catalog and order system before replying, and an operator panel where staff can take over any conversation.
New cases were pulled from the firm's case-management system, key facts were extracted with a mix of language models and rules, treating providers were matched against the national provider registry, and structured case notes were written back for staff to review.
Every engagement has a fixed scope, a written outcome and a price you know before we start.
Fixed fee, 1 to 2 weeks
We review your data, workflows and existing AI or automation, then hand over a written plan: which use cases are worth building, what they will cost, and what could go wrong.
from $3,000
Fixed scope, 4 to 6 weeks
One agent or pipeline built on your stack, connected to your real systems and measured against an outcome we agree on in week one. It ends with a go or no-go decision.
from $8,000
Monthly, 30 days' notice to stop
A fractional AI lead plus engineers who own architecture, delivery, code review and on-call for your AI features, with a monthly report on what the systems handled.
from $5,000per month
Invoiced in USD or EUR. The final price depends on scope and is fixed in writing before work starts.
We plan a typical first project at six weeks from first call to production.
We read your real data and workflows and agree on one measurable outcome.
A working system on your stack, demoed to your team every week.
Launch with monitoring, a human handoff path and written runbooks.
A monthly report on volume handled, accuracy and time saved.
The questions your security team will ask, answered before they ask.
Eleven years building software end to end, the last five in AI. First engineer at Truve, a US legal-analytics startup, helping grow it from five to thirty-five people. Previously CTO at Building.tech, where he led an AI system that reads multi-page construction drawings, and at Varsapp, a consumer marketplace.
Systems we have built integrations with
Models we build on
We reply within one business day. If it is a fit, the next step is a 30-minute scoping call. If it is not, we will say so and point you somewhere better.
Based in Prishtina, Kosovo, on Central European Time. Our mornings overlap with the US East Coast, our afternoons with the Gulf.
A useful first email covers: