Multi-step agents wired into your real tools, grounded in your own data, and supervised where it matters. Prototype against live data in two weeks, production in four to eight. Fixed price, agreed before we start.
Every agent ships with an evaluation harness, action logging and an approval path before it touches anything that matters. If it can spend money or send a message, a human signs off until you decide otherwise.
Agents that resolve tickets rather than deflecting them — reading your knowledge base, checking order state in your systems, and escalating with full context when they should.
Qualification, enrichment, follow-up drafting and CRM hygiene. The unglamorous work that decides whether a pipeline is accurate, done continuously instead of at quarter end.
Extraction, classification and reconciliation across contracts, invoices and reports — with confidence scores, so low-certainty cases route to a person instead of guessing.
Agents that live in Slack or Teams and act on your internal APIs: run the report, provision the account, chase the approval, summarise the incident.
RAG done properly — hybrid retrieval, chunking tuned to your documents, and an evaluation set built from questions your team actually asks.
Real-time voice for booking, triage and qualification, with barge-in handling and a transcript written back to your systems.
Most agent projects stall in evaluation for months because nobody agreed what success meant. We define that in week zero and demo working software every fortnight after it.
Pick one workflow with a measurable outcome. Audit the data and the tools the agent needs to touch. You leave with a scoped proposal and a fixed quote inside 48 hours.
A working agent against your real data, not a sandbox. Wired to one or two real tools, with an evaluation harness so we can prove whether changes help.
Approval flows, permissions, action logging, failure handling and cost controls. This is the part that separates a demo from something you can leave running.
Deployment, monitoring, alerting on quality regressions, and a handover with the code, the prompts and the eval suite. Then a maintenance retainer if you want one.
Forly personalises a story with a child's name and narrates it in a real voice — two model calls between a tap and the first word of audio. We got median time-to-audio under eight seconds, and almost none of that came from picking a faster model.
“Their attention to detail and outstanding communication impressed us.”
If something is missing, email info@matrytech.com — a senior engineer replies, and usually the same day.
Every engagement starts with a 60-minute call with a senior engineer, never an SDR. You leave with a scoped proposal and a fixed quote within 48 hours — and if an agent is the wrong answer, we will tell you on the call.
Book a 60-min discovery call →