Enterprise AI
Assistants and retrieval over your own documents and records, deployed in tools such as Microsoft Copilot Studio and Teams.
Services · AI & Automation
AI that fits into the workflow your team already runs.
We start from one workflow and one measurable outcome. Then we decide whether it needs an agent, a model, a rule or nothing at all, and we design where people stay in control.
Where it sits
AI & Automation in the Enterprise AI stack
AI and automation sit on top of clean platforms and governed integrations. Without those layers, an agent has nothing reliable to act on.
- Operate & ScaleManaged Services · Flexible Talent · Capability Pods · Dedicated Teams
- AI & AutomationEnterprise AI · Agentic AI · Machine Learning · Intelligent Automation
- Data & IntegrationData Engineering · Enterprise Integration · Interoperability · Data Architecture
- Enterprise PlatformsERP · HCM · CRM · EHR · MES
- Cloud & CybersecurityCloud Engineering · Cybersecurity · Identity & Access · AI Governance
Capabilities
What we deliver.
Agentic AI
Agents that take bounded actions across systems, with explicit human decision points and an audit trail for every step.
Machine Learning
Anomaly detection and classification models trained on your operational data, with evaluation measures agreed up front.
Intelligent Automation
Document reading, routing and rule-based automation for work that is repetitive but still needs a reviewer.
Platforms
Platforms and standards we work with.
Each tag shows our evidence level: tested in a proof of concept, designed for, or team delivery experience.
Integration
- Microsoft TeamsTested
AI
- Microsoft Copilot StudioTested
- Anthropic ClaudeTeam experience
- Anomaly detectionTested
How this connects to AI
This is where the AI agents catalogue comes from. Each agent began as an AI and automation engagement scoped to a single workflow.
Related
Agents and industries that use this domain.
Validated POC
AI Agent
Eligibility Verification
- Problem
- Staff log in to payer portals one patient at a time.
- How it works
- Checks insurance eligibility and benefits for upcoming appointments and flags gaps to front-desk staff before the patient arrives.
- Industry fit
- Healthcare · Revenue cycle
- Microsoft Copilot Studio
- Optum eligibility API
- X12 270/271
Validated POC
ML Model + assistant
Machine Health Monitoring
- Problem
- Telemetry sits in historians and spreadsheets.
- How it works
- An anomaly detection model watches equipment telemetry. An assistant explains what changed and drafts a maintenance request for a planner to approve.
- Industry fit
- Manufacturing · Asset operations
- Anomaly detection
- Microsoft Copilot Studio
- CMMS write-back
Validated POC
Solution Accelerator
Chemical-Document Interpretation
- Problem
- Engineers read long documents to find a few values.
- How it works
- Reads chemical and technical documents, extracts the fields engineering and quality teams need and shows the source for every value.
- Industry fit
- Manufacturing · Quality & engineering
- Document AI
Validated POC
AI Agent
AP Vendor Email Assistant
- Problem
- AP staff read every vendor email.
- How it works
- Reads vendor emails about invoices and payments, looks up the status in finance systems and drafts a reply for an AP specialist to send.
- Industry fit
- Cross-industry · Accounts payable
- Workato
- SAP S/4HANA
- SAP Ariba
- SAP BTP
Delivery models
How we can deliver it.
Capability pod
A senior lead plus a small execution team that owns a capability and reports against agreed measures.
Project delivery
Fixed-scope projects such as an integration, a platform extension or an agent pilot.
FAQ
AI & Automation: common questions.
Where do we start?
With a capability discovery: one workflow, its current cost, the systems it touches and what a good outcome looks like.
Which model provider do you use?
It depends on your platform, data and policy. We have built on Microsoft Copilot Studio and on Anthropic models, and we design so the provider can change.
How do you keep people in control?
Every agent has named human decision points. The agent prepares and recommends; a person approves anything that changes a record or reaches a customer.
Discuss Your AI Priority
Talk to us about ai & automation.
Tell us about the workflow and the systems involved. A named person will reply.