Agentic AI that does the work, grounded in your data.
We design, build, and run AI agents and retrieval-augmented systems for healthcare, financial services, telecommunications, and education, with security, evaluation, and human oversight built in from day one.
AI agents that go beyond chat. They break a goal into steps, call your systems through secure tools and APIs, check their own output, and hand off to a person whenever a decision needs approval.
We build single agents for focused tasks and multi-agent systems for longer workflows, integrated with the applications your team already uses.
Multi-step agents with tool and API use
Human-in-the-loop approvals and escalation
Integrations with CRM, ERP, EHR, ticketing, and email
Full activity logs for every action an agent takes
Retrieval-augmented generation
RAG environment creation
A retrieval-augmented generation (RAG) environment lets AI answer from your own documents and data, with citations, instead of guessing. It is the foundation for trustworthy assistants and agents.
We stand up the complete environment: connectors, document processing, embeddings and vector search, permission-aware retrieval, and an evaluation harness to measure answer quality.
Connectors for SharePoint, drives, databases, wikis, and PDFs
Chunking, embeddings, vector search, and reranking
Permission-aware retrieval that respects user access
Answer-quality evaluation and monitoring dashboards
Clinical & administrative AI
AI for healthcare systems
AI that reduces the administrative load on clinicians and staff: summarizing charts, drafting documentation, preparing prior-authorization packets, and answering policy questions from approved sources.
Architectures are designed around protected health information: data stays in your environment, access is role-based, and every output can be reviewed before it is used.
Visit and chart summarization for review
Prior-authorization and referral packet preparation
AI for document-heavy financial work: extracting data from statements and applications, assisting KYC and AML reviews, reconciling transactions, and answering questions from policy and product documentation.
Models run behind your controls, with explainable outputs, reviewer sign-off, and the audit evidence regulated teams need.
Document intelligence for statements, invoices, and forms
KYC and AML review assistants
Reconciliation and exception-handling agents
Underwriting and claims triage support
Network, care & operations AI
AI for telecommunications
Agents that help network operations teams triage alarms, correlate incidents, and draft resolution steps from your runbooks, and that help care teams resolve billing and service questions faster.
We integrate with OSS/BSS, ticketing, and knowledge systems, and keep engineers in control of every network change.
NOC copilots for alarm triage and incident summaries
Customer care and billing-dispute agents
Order, provisioning, and number-porting automation
Knowledge assistants for field technicians
Colleges, universities & schools
AI for educational institutions
Assistants that answer student questions about admissions, financial aid, registration, and policies around the clock, grounded in your catalog and handbooks, plus agents that process transcripts, forms, and enrollment documents.
Built with student-privacy (FERPA-aware) controls, role-based access, and staff review for anything that affects a student record.
24/7 admissions and student-services assistants
Transcript, form, and enrollment document processing
Advising and early-alert support for student success
Accreditation and compliance evidence assistants
Anatomy of an agent
How an ATG agent gets work done.
Agents follow a controlled loop, so every step is visible, permissioned, and reviewable.
GoalA task in plain language
PlanBreaks work into steps
ToolsCalls your apps and APIs
KnowledgeRetrieves from your RAG
GuardrailsPolicy and safety checks
ApprovalA person signs off
LogEvery action recorded
RAG environment
From scattered documents to answers you can trust.
Six stages we set up, test, and hand over, so your assistants answer from approved sources and show where every answer came from.
