What you receive
A working pilot, workflow diagram, evaluation cases, usage visibility and a handover walkthrough.
Shift2Dynamic services
AI workflow automation for US teams
Build an AI automation pilot around a recurring task in your US business. We define approved inputs, exception paths and human approval before expanding the workflow or its operating cost.
TODAY
Analyze customer feedback...
Generate financial report Q3
Summarize legal contracts
RAG Processing Pipeline
INPUT
User Query
VECTOR DB
Semantic Search
LLM
Context Synthesis
OUTPUT
Grounded Response
Illustrative product interface — sample data, not client results or service guarantees.
What we can deliver
Practical capabilities, clear responsibilities and a reviewable handover.
How we approach the work
Illustrative sequence · select a stage to explore
Scope & delivery · stage 1
Understand
A possible automation pilot drafts a response or action from approved records and assigns uncertain cases to a named reviewer. The relevant US time zone and unattended periods are agreed before any consequential action is enabled.
Tools that fit the work
The implementation follows your requirements and existing setup. These are examples of tools and platforms we can scope for the project.
Language model APIsKnowledge retrievalWorkflow orchestrationEvaluation datasets
Explore specialist services
Choose the specific delivery task you need. These detailed pages are currently in English.
POSSIBLE ENGAGEMENT · NOT A CLIENT CASE STUDY
An exception routed to the right US reviewer
A possible automation pilot drafts a response or action from approved records and assigns uncertain cases to a named reviewer. The relevant US time zone and unattended periods are agreed before any consequential action is enabled.
What we need from you
Access to the relevant tools, approved source information and a person who can review exceptions.
What we agree separately
External platform fees, unrestricted autonomous actions and additional workflows are scoped separately.
How we review progress
Review time, answer quality, exception rate and cost per completed task.
Questions before we start
Which workflows should we automate first?
Start with a frequent task that has clear inputs, measurable effort and a manageable cost of error. We assess exceptions and approval steps before proposing a pilot.
Does every automation need AI?
No. Rules and API integrations often suit predictable tasks. We use AI where interpreting documents, language or unstructured information adds value.
Which US time zone will the workflow reviewer use?
We agree the actual team’s time zone, review window and exception owner. A US audience does not imply one nationwide working schedule.
Working with your team
Our Bangladesh-based team agrees the relevant US time zone, review owner and meeting overlap for your project. We do not assume one time zone covers every US team or claim a US office.
Start with the problem you want to solve.
Share your priorities, current systems and language requirements so we can agree the right scope.
Discuss your project →