Job and authority design
Define the tasks, decisions, limits, approvals, handoffs, and success criteria.
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AI agents and knowledge systems
Give people useful AI support for real work.
We build agents, internal assistants, company search, and document workflows that gather context, use approved tools, and ask for human judgment when work moves beyond their authority.
Gather company context
Review CRM history
Prepare opportunity brief
Request approval
Brief prepared
Sources checked and CRM update drafted.
ReviewApprove
Best forTeams spending time searching, researching, preparing, reviewing, and responding
Primary outcomeMore operating capacity with useful knowledge and visible control
Core componentsKnowledge, tools, instructions, permissions, evaluation, and escalation
The difference
An agent does more than generate an answer.
A useful agent receives a goal, gathers the right context, chooses from approved actions, checks its work, and hands off when the situation requires a person.
We define the job and its boundaries before selecting the model or tools.
Knowledge and tools
Connect approved documents, databases, CRM records, search, and business actions.
Agent implementation
Build instructions, orchestration, permission controls, state handling, and user experience.
Evaluation and launch
Test representative tasks, edge cases, failure modes, cost, response quality, and escalation.
Where agents fit
One category. Many possible jobs.
The right agent is defined by the work it performs, not a generic chatbot label.
Sales preparation
Research an account, summarize context, identify relevant needs, prepare meeting notes, and update the CRM after approval.
Customer operations
Investigate a request, gather account history, prepare a response or action, and escalate sensitive cases.
Document work
Review policies, contracts, applications, or reports; identify relevant details; and prepare a structured output for review.
Internal operations
Answer employee questions, research procedures, prepare recurring work, and coordinate tasks across approved systems.
Required controls
Built to assist the business without hiding what it does.
Bounded permissions
Agents can access only approved data and actions.
Human approval
High-impact actions wait for a responsible person.
Task evaluation
Quality is measured against representative work.
Traceable activity
Logs show inputs, actions, outcomes, and failures.
Define the job before building the agent.
We will assess the task, required context, available tools, risk, and the right level of human control.