AI-assisted systems
for complex workflows.
mgctech builds decision-support, workflow support and AI/cloud systems for work, health, claims and specialist service operations.
Choose a path
What would you like to improve?
Choose the area that feels closest to your current challenge. We can then clarify the workflow, constraints and sensible next step together.
What we do
We help structure complex operational work into auditable systems.
Workflow support
Referral intake, case progression, calendar scheduling, tasking, handovers, approvals, reminders and operating rhythms.
AI-assisted operations
Human-reviewed extraction, summaries, response drafting, letters, routing, risk flags and knowledge retrieval.
MI and reporting
Dashboards and reporting layers that make case progress, outcomes and service activity easier to see.
Decision evidence
Audit trails, source links, decision rationale and retained team knowledge for case-based operations.
Good fit
For case-based, evidence-heavy and admin-heavy work.
- Information is spread across documents, inboxes, case notes, reports or multiple systems
- Experienced people hold important workflow knowledge that is not captured anywhere reusable
- AI may be useful, but the appropriate first workflow would benefit from clarification
- You need practical implementation support as well as operational thinking
About
Domain knowledge and engineering execution, together.
mgctech is the technology arm of Monica Garcia Consulting: combining frontline work, health and claims expertise with decision-support systems, data engineering and applied AI.
Monica Garcia Consulting
Domain authority
UK practice in Income Protection claims, biopsychosocial assessment, vocational rehabilitation and early intervention.
monicagarciaconsulting.commgctech
Engineering execution
Twenty years of decision-support systems, data engineering, cloud integration and applied AI.
Led by Pawel Dobrzynski, CTO.
linkedin.com/in/paweldobrzynskiStart
Tell us what you want to improve.
A short practical conversation about your workflow, the current constraints and the most useful next step.