Locate workflow bottlenecks
Interviews and observation reveal where repetitive tasks, information searches, and complex approvals consume time and resources.
AI Transformation Expert
at Your Service
Forward Deployed Engineers (FDE) embedded in your organization deliver comprehensive AI transformation—from strategy and development to production operations, ensuring your AI initiatives succeed.
Find Problems
Start where the work happens. Together with your teams, we examine workflows, data, and organizational constraints to define the problems worth solving.
Map data and systems
Review documents, databases, and SaaS tools to understand data quality, integration options, and access permissions.
Prioritize business outcomes
Define practical measures such as turnaround time, answer quality, and manual effort, then assess impact alongside feasibility.
Make Plans
Translate business goals into an actionable design. Validate a focused use case while planning the integrations and controls needed for production from the start.
- 01
Align goals and scope
Choose the team and workflow, define what AI will handle, where people will decide, and how success will be evaluated.
Priority use case · Success measures
- 02
Design data and security
Identify data and systems, then design the model, RAG, MCP connections, authentication, permissions, and approvals.
Integration design · Access policies
- 03
Validate a prototype
Build with real business data and work with users to assess answer quality, execution results, and usability.
Working prototype · Evaluation
- 04
Plan production rollout
Define deployment, operational ownership, incident response, and training, then expand from validated workflows.
Rollout plan · Operating procedures
Build Custom AI Agents
Build agents that understand business context and perform real tasks. With QueryPie AIP, we connect company knowledge, models, and tools to your workflows.
Company knowledge · RAG
Retrieve relevant evidence from business documents, manuals, and databases.
The right LLM for the job
Select models for your requirements and connect a Local LLM where needed.
QueryPie AIP
Custom AI agent
Roles, task sequences, and decision rules built into business workflows
MCP · API integrations
Query data and perform tasks through existing SaaS tools and business systems.
Human review · Approval
Design checkpoints so responsible people review critical decisions and changes.
Permissions · Execution controls · Audit trails
Define access and tool execution boundaries, with records that show who performed each action.
Examples tailored to your workflows
Internal knowledge search
Find evidence across scattered documents and prepare draft answers for review.
Repetitive task automation
Connect preparation work such as comparing quotations, organizing data, and drafting reports.
AI in your own service
Connect existing service data and APIs to integrate AI into your user experience.
Make AI Work
Turn a promising pilot into everyday value. We support deployment, adoption, and quality improvements so AI becomes a lasting part of the way your teams work.
Ready for production
Secure deployment
Review infrastructure configuration, authentication, authorization, access permissions, and audit logs.
Exception and incident handling
Define procedures for failed tasks, owner notifications, and a handoff to manual operations.
User adoption
Provide training and operating guides, then refine workflows with feedback from real users.
Improve through daily operation
Observe
Review answer quality, turnaround time, costs, and adoption.
Refine
Use failures and feedback to adjust retrieval, prompts, and execution flows.
Expand
Reuse validated patterns across more workflows and teams.
Field experience improves the product
Recurring integration needs and usability issues feed back to the product team, helping shape reusable features and templates.
Stop Thinking.
Start Transforming.
