AI, Data & Infrastructure
AI assistants and business applications
Add AI to a defined business task, with approved information sources, useful tool access and human review where the result needs checking.
Where this service fits
For teams with a specific information or communication task that an assistant could help complete. The task might involve finding an internal answer, triaging a request or drafting a document. The engagement starts with approved sources, permitted actions and the point at which a person should review the result, rather than an open-ended promise of autonomy.
Explore the scope, delivery approach and working context below.
The business problem
A fluent answer is not necessarily grounded in the right information or safe to act on. Without defined source access and review boundaries, an assistant can add uncertainty instead of reducing the work around a business task.
What we can help with
Internal assistants, company knowledge search, and answers grounded in business documents.
Customer support chatbots, sales assistants, lead qualification, and service request triage.
Voice assistants, call summaries, conversation analysis, and integrations with communication tools.
Document extraction, classification, summarization, drafting, and structured information capture.
AI agents that use approved tools to carry out defined tasks across business systems.
AI features embedded in existing products, including human review, usage monitoring, and cost controls.
Typical deliverables
Assistant workflow specifying its sources, permitted tools and human review points.
Representative input and output examples for evaluating the chosen task.
Usage, monitoring and cost-control arrangements appropriate to the feature.
Representative workflows and outputs
Illustrative examples are selected around the agreed scope.
An illustrative support assistant retrieves relevant material from approved documents, prepares a response and routes an uncertain request for review. A separate task could summarize a call or extract a structured record. Where tools are involved, their permitted actions should be narrower than the assistant’s general language abilities.
How the work proceeds
Choose a concrete task and representative inputs. Define which information and tools the assistant can use, then review the outputs with the people responsible for that work. Add the agreed human review, usage monitoring and cost controls before extending the workflow.
Information and access
Bring examples of the task, approved source documents, access rules and the people able to judge useful output. Tool permissions and any customer-facing response boundary must be explicit.
A useful starting point
Choose one recurring task and provide representative inputs and acceptable outputs. That gives a practical basis for an assistant pilot.
Book a 30 minute call
Engagement options
A pilot can assess one assistant task. A scoped project can embed the agreed feature into a product or business workflow, with continuing review and improvements defined separately.
The engagement is agreed around the work, its dependencies and the people involved.
Questions about the service
Does this need to answer every company question? No. A bounded task and a known set of sources make the initial assistant easier to assess. Broader coverage can be considered after that behavior is understood.
Can a person review an answer before it is used? Human review is part of the available scope. It can be placed at the point where an answer, document or proposed action needs checking.
Make this service part of your project.
Choose this service to carry its context into your optional project brief. You can also contact us directly.