Ms. Wang just saw the render. The living room still feels too cool; she wants some wood tones.
Where enterprise AIruns in productionPowered by Hast AIP
Connect private enterprise data, internal systems, and business expertise to take AI workflows from prototype to production. Hast AIP provides a governed platform, with Hast Agent for everyday business tasks and Hast GTM for growth and customer acquisition. The FDE team helps implement and continuously improve your workflows.
Agents become part of everyday teamwork
Everyday work across industries. Remember earlier decisions, pick up the team’s conversation, and follow the work through to a result
Yunqi renovation
The floor tiles are ordered and the ceiling is finished. Let’s leave both alone.
She also said she didn’t want a feature wall that collects dust.
@Mason Agent Use Ms. Wang’s earlier feedback to make two warmer living-room color options. Keep the floor and ceiling.
I found her confirmed preferences: light oak, no slats, no open shelves, and enough clearance for the robot vacuum. Both options retain those requirements.
A changes only the cabinet finish. B changes the wall color too. These are color previews; final materials and dimensions follow the construction drawings.
B is closer to what she wants. Ning, could you check with her?
Sure, I’ll send it.
She chose B, but wants to know if it costs more again.
We haven’t bought the paint. A color change should cost the same. The cabinet supplier needs to confirm their part.
Compare this change with the signed quote, @Mason Agent and don’t count earlier approved extras twice.
The paint stays within the same brand and range, with no price difference in the supplier quote. Changing the cabinet doors from white to light oak veneer adds ¥680 in the cabinet supplier’s updated quote.
Yesterday’s balcony tap is still unapproved, so I left it out. The ¥180 entryway outlet is already on the previous change order and is not counted again.
@Mason Agent Create a change confirmation for this update, with the B image attached.
This change adds ¥680, with the color image, material changes and customer sign-off field. The cabinet supplier said confirmation before 15:00 today preserves the original delivery date; I added that note too.
She’s signed it. @Mason Agent Update the project record and send the confirmation to Zhou and the cabinet supplier.
The signed copy is filed and sent. The site checklist now references B; the old version is marked superseded so nobody builds from the wrong drawing.
Two ways to work with Hast
These examples are a starting point. Use Hast Agent directly, or work with Hast FDE to build agents around your team’s actual workflows
Hast Agent
Work continuously across research, content, development, and operations in a dedicated workspace, moving from a goal to a verifiable deliverable.
Hast FDE
Forward-deployed engineers define the use case with your team, connect enterprise data and systems, and move one high-value workflow into production.
Drive business outcomes across industries
From customer acquisition and professional work to organizational operations, go deep into diverse business processes and expand step by step from one proven workflow
Growth and market
SEO / GEO
Turn user demand and search trends into an ongoing content, distribution, monitoring, and review workflow.
GTM acquisition
Connect market intelligence and CRM to identify target accounts and move qualified leads forward.
Customer service
Use customer and product context to diagnose issues, take permitted action, and close the loop.
Professional knowledge and production
Learning operations
Use course and learner context to support preparation, Q&A, feedback, and personalized learning.
Software engineering
Understand code and runtime context to advance planning, implementation, review, testing, and troubleshooting.
Investment research
Connect research and market data to track targets, identify risk, and produce traceable reports.
Organization and operations
Administrative operations
Handle policy questions, meeting preparation, records, and cross-team follow-up with less repetitive work.
Agent products
Package a dedicated enterprise Agent as a customer-ready product capability and service entry point.
System operations
Continuously observe systems and alerts to diagnose incidents, execute runbooks, and drive review.
Together with your team, build Agents that work
These examples are only a starting point. Hast FDE starts with your actual workflows, connects existing data and systems, and works with your team to validate results, agree on approval boundaries, and launch agents that fit your team
FDE consultation
Identify the business workflow with the strongest case for investment, then align on expected value and the decision process.
FDE technical discovery
Understand how the business operates and identify the data, systems, and key stakeholders that need to be connected.
Solution & commercial plan
Turn the initial alignment into a complete plan, including investment, timeline, and acceptance criteria.
Pilot validation
Validate the workflow with real business cases and confirm that it meets the agreed criteria.
Phased rollout
Move into live operations as planned, monitor results, and expand adoption in stages.
Hast Care
Continue resolving issues, improving outcomes, and planning the next phase after launch.
Sustainable enterprise Agent capabilities
Ready to build your first
private AI workflow
Start with one workflow, one team, and clear success metrics, and we will help you go from pilot to production