We put AI agents to work inside companies
IT Architects is an AI-native engineering company. We started in 2016 with large-scale data mining, moved on to fine-tuning models, and today we help businesses implement AI agents at scale: deploy them, connect them to the systems people already use, and manage them like a workforce.
We are the engineering partner behind Insygna, the Agentic Workforce Management™ platform, and built the data platform behind Claro Analytics for ten years. Offices in Vilnius and Tbilisi.
Why AI agents need management
Agents are already inside your organisation.
Teams and vendors are deploying AI agents faster than IT, HR and Procurement can see them, let alone govern them.
Manage them like a workforce.
Give every agent an identity, an owner, a budget and a lifecycle, using the HR, Finance and Procurement processes you already run.
Get them working, at scale.
Deploy agents inside Microsoft 365, ServiceNow and your core systems, with engineers who stay until the agents deliver.
What we do
Three ways we work with you.
01
Deploy AI agents inside your company
Our forward-deployed engineers work on your side of the table: they map your processes, decide where an agent fits and where it does not, implement it inside your environment and stay until it delivers.
We specialise in:
We specialise in:
Process mapping and agent fit – Find the tasks in HR, Finance, Procurement and IT where an agent pays off, and skip the ones where it does not.
Integration with the systems you already run – Microsoft 365, ServiceNow, HR and finance systems, with access controls respected.
Governed rollout – Every agent gets an identity, an owner, a budget and monitoring from day one, through the Insygna platform.
What you gain?
Agents in production in weeks, governed from day one, without rebuilding your stack.
02
Build AI-native products and platforms
Starting from scratch? We design, build and operate AI-first products end to end. We are the engineering team behind Insygna, the Agentic Workforce Management™ platform that won the HR Technology Europe 2026 PitchFest, from the agent runtime to the cloud infrastructure and security controls underneath.
AI-first applications – Products designed around models and agents from the first line of code, not bolted on afterwards.
Agent runtimes and integrations – Secure execution, tool use, retrieval over company data, and connectors to enterprise systems.
Cloud infrastructure and security – Kubernetes, CI/CD, monitoring, encrypted backups and the SOC 2 evidence trail that enterprise buyers ask for.
What you gain?
A product built to be trusted by enterprise buyers from the first release, by a team that has done it before.
03
Data, models and evaluation
Ten years of large-scale data work: we built and ran the data platform behind Claro Analytics, collecting millions of pages a day from 70+ countries, through its acquisition by WilsonHCG. We fine-tune and evaluate models on domain data so you know what they can be trusted to do.
Data collection and enrichment – Crawlers, integrations and pipelines that turn scattered sources into clean, interconnected datasets.
Fine-tuning on your domain – Models adapted to your data and vocabulary, with the training data handled properly.
Evaluation and guardrails – Test what a model or agent gets right and wrong before it touches production, and keep measuring after.
AI readiness and roadmap – An honest assessment of where agents and models pay off in your business, and a plan to get there.
What you gain?
Models you can trust on your own data, and a clear view of where AI pays off.
Real-world agent capabilities
What AI agents do today inside the companies we work with:
Agents inside Microsoft 365 and ServiceNow
Handle tickets, requests, approvals and documents in the tools people already use, with no new interface to learn.
Verifiable identity per agent
Every agent has an owner, credentials, a budget and a lifecycle from onboarding to retirement.
Retrieval over company data
Answers and actions grounded in your documents and systems, with existing access controls respected.
Evaluation, monitoring and spend tracking
Agents are tested before they touch production and measured after: what they did, how well, and what it cost.
Great, but why IT Architects?
Why partner with us for your AI agents?
One Project, One Dedicated Team
We immerse fully in your vision, working exclusively on your goals. No distractions, no divided focus, and the same people from kick-off to hand-over.
Ten Years of Shipping at Scale
We built and ran the data platform behind Claro Analytics for a decade, through its acquisition by WilsonHCG and a 2024 Top HR Product of the Year award. Today we build Insygna, an AI-native company from day one.
2016 – 2026 Claro Analytics
HR Tech Europe 2026 PitchFest winner
Complete Transparency
Stay in the loop with direct access to every team member. You’ll always know who’s doing what, when, why, and at what cost.
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