Start with the task
Define what the role must complete and who receives it before choosing a model or agent.
Connect agents, knowledge, tools, and governance to real workflows, with clear review and operating evidence.
Our position
Aorist is an enterprise AI delivery partner. We connect generation to real inputs, human review, system write-back, and operating review.
Define what the role must complete and who receives it before choosing a model or agent.
Bring documents, sheets, browsers, business systems, models, and equipment into a controlled flow.
Business or domain owners confirm critical steps. Automation scope, access, and exceptions are agreed before launch.
Versions, logs, cost, exceptions, and approvals make the workflow reviewable and easier to replicate.
Three capability layers
Each product can stand alone or combine around one scenario.
Enterprise agent workbench
Turn business problems into agent tasks, connect knowledge, real tools, and people, and retain successful execution as team capability.
One AI work entry · Reusable agent templates · Searchable business data · Auditable delivery records
02Engineering governance & delivery
Bring goals, tasks, roles, execution, verification, and evidence into one engineering governance chain.
Traceable AI engineering · Reviewable delivery evidence · Reusable team standards
03Model and compute distribution
Unify models, GPUs, APIs, accounts, credits, and budgets so requests, usage, metering, and review follow one policy.
Allocatable compute · Attributable cost · Auditable permissions · Replaceable providers
Start here
Projects and capability cases
Industrial inspection · AI and equipment
Connect agent orchestration, equipment control, knowledge, and identity in an inspection workflow.
Cases
Modern agriculture · Sensing, alerts, and field operations
Connect weather, soil, equipment, crop conditions, and field tasks so distributed data becomes an actionable growing workflow.
Cases
Agricultural fintech · Data governance and risk support
Build traceable operating profiles around agricultural businesses, production cycles, fulfillment history, and risk events.
Cases
Customer service · Knowledge answers and ticket collaboration
Connect enterprise knowledge, conversation understanding, intent routing, ticket handling, and human agents through one service entry.
Cases
Cross-border commerce · Product workflow
Organize direction, artwork, mockups, copy, publishing data, and supplier material as an agent workflow.
Cases
Commercial content · Presentation delivery console
Connect requirements, outlines, page content, visual prompts, preview approval, and export management.
Cases
Visual creation · Workbench and operations
Unify image, video, style transfer, canvas, task history, and credit operations.
Cases
Legal services · Intelligent operations
Organize filing, retrieval, timelines, issues, risk analysis, and report production.
Cases
Digital life · Pet wearables
Build a digital-life record for each pet and connect continuous activity, location, and wellness data from wearable devices.
Cases
Research support · Strategy workbench
Organize sources, industries, strategy filters, valuation comparison, watchlists, and exports.
Cases
Cross-border storefront · Brand and GEO
Align brand, page architecture, product narrative, FAQs, structured data, and AI discovery.
Cases
Game development · Content and playable prototype
Use AI to structure world, characters, narrative, data, and prototype tasks, then validate with play.
CasesPrepare your current workflow, core friction, and expected result so Aorist can assess the product combination and delivery path.
Social responsibility
Build useful AI, free of development fees, for people who need better access to technology.
Aorist supports trusted public-interest projects serving people with disabilities, older adults, children in difficult circumstances, low-income communities, remote communities, and others underserved by digital services.
Selected public-interest projects: product design and core development at no chargeWho it serves
The project should directly improve access to information, communication, education, employment, care, or public services for an underserved group.
What we provide
Support may cover needs discovery, prototype validation, tailored AI product development, deployment guidance, and user enablement around one sustainable scenario.
How we collaborate
A nonprofit, community organization, or accountable project owner participates with real needs, necessary samples, service boundaries, and continued feedback.