14%
Real productivity gains.
AI assistants raised support productivity by 14% on average, and by 34% for newer staff (QJE 2025).
Agentic AI &Intelligent Automation
AI copilots, assistants and agents that do real work, with guardrails and people kept in control
Knowledge is scattered across documents and systems, and skilled staff spend hours finding, drafting and routing work.
This service builds retrieval-grounded assistants, role copilots and AI agents that answer, draft and act inside your workflows. Each one comes with source citations, approval gates and audit trails, so every AI action is governed.
Why agentic AI, done carefully
Narrow, measured pilots combine real productivity with human approval and transparent evidence.
33%
Human approval by design.
Even document-grounded AI tools hallucinate 17–33% of the time (Stanford 2025), which is why people stay in the loop.
>40%
Start narrow and measured.
Gartner expects more than 40% of agentic AI projects to be canceled by 2027. We prove results before expanding.
What’s included
Governed assistants and agents designed around specific roles, knowledge and approval rules.
RAG systems
Assistants grounded in your documents and data, with source citations and access control.
AI copilots and assistants
Built for specific roles, including engineering, finance, HR and customer service.
AI agents and workflow automation
Multi-step tasks across systems, with human approval gates.
Guardrails and evaluation
Accuracy testing and audit logs, deployed in the cloud or on-premises.
Engagement at a glance
Duration
6–10 weeks to a pilot assistant or agent with real users, with expansion in 4–6 week increments.
Your engagement team
Engagement Lead, AI Solution Architect, two AI / LLM Engineers and an Integration Engineer, working with your process owner.
Tools and technologies
LLMs, RAG and vector search, agent frameworks such as LangGraph, and MCP.
Delivery partners
Delivered in-house, with model and cloud providers engaged where required.
Pricing
A fixed-fee pilot, then a subscription for operation, evaluation and new agent capabilities.
What we’ll need from you
A process owner and pilot users, documents and systems of record, data-classification rules, and an approval hierarchy.
Related services
Custom AI & ML Solution Development
Production AI models built on your own data, running in your operations.
AI Strategy & Transformation
A prioritized, ROI-backed AI roadmap, so investment goes to use cases that pay back.
AI & ML Security
Protect your AI systems from the threats generic security programs miss.
Ready to get started?
Start with a pilot assistant or agent, in the hands of real users within 6–10 weeks.