Assets already exist
Customer records, orders, tickets, contracts, API products, spreadsheets, and internal tools already hold the business truth.
ASSET-FIRST AI WORKFLOW PLATFORM
AI-operated workflows from your existing assets.
ContextStacker connects the systems, APIs, documents, and spreadsheets your company already uses, shapes them into business objects, and generates the forms, workflows, and AI chat operations teams need to get work done.
WHY ASSET-FIRST
Enterprise work already lives inside existing systems.
Most companies do not need to rebuild every process from a blank workspace. They need a controlled way to turn existing assets into business workflows that people and AI can operate together.
Work is scattered
Real workflows often move across documents, forms, approvals, messages, and system actions with no single operating surface.
AI needs boundaries
AI chat can help complete work only when it understands the business object, permitted actions, source context, and approval path.
APPROACH
Connect assets first, then grow business workflows.
Start from the systems and files already in place. ContextStacker maps them into business objects, lets teams confirm the model, and generates operational surfaces around that model.
APPROACH
asset-first
Connect
Bring in APIs, documents, spreadsheets, and internal systems without asking teams to migrate everything first.
Shape
Turn raw sources into business objects with fields, relationships, ownership, state, and operating rules.
Generate
Create forms, lists, intake flows, approvals, and task views around confirmed business objects.
Operate
Let teams use AI chat to query, submit, approve, summarize, and coordinate work with clear confirmation and audit trails.
CAPABILITIES
The operating layer between company assets and AI work.
ContextStacker is not another blank low-code canvas. It turns existing enterprise assets into a governed workspace where people, workflows, and AI chat work on the same business objects.
Asset connectors
Connect business APIs, documents, spreadsheets, files, and internal systems as source material for operational workflows.
Business object modeling
Model customers, orders, assets, tickets, approvals, API products, and other business objects from connected sources.
Generated forms and workflows
Generate structured forms, lists, detail views, approvals, state transitions, and handoff flows from the confirmed model.
AI chat operations
Use chat to create, update, route, approve, and analyze work while keeping permissions, confirmations, and audit history visible.
USE CASES
Start with one process that already hurts.
The strongest first deployment is a workflow where the data, documents, and actions already exist, but the team still spends time moving work by hand.
Customer and API onboarding
Turn product docs, customer requests, API permissions, examples, and support notes into guided intake, review, and activation workflows.
Operations intake and approvals
Convert scattered requests, spreadsheets, policies, and system actions into structured forms, status flows, and approval queues.
Knowledge to action
Use policies, contracts, reports, and internal docs not only for answers, but also for the next form, task, handoff, or workflow step.
CONTACT
Show us the assets you want AI to operate
Share one workflow, the systems behind it, and the documents or spreadsheets people still rely on. We will help map the first asset-first pilot.