USE CASE / 01
In-product copilots
Help users complete a defined task using the context and permissions available inside your application.
Designed outputA task-focused product assistant
Industry intelligence / SoftUs Infotech
AI for SaaS. Make AI part of the product.
We partner with SaaS teams on AI features, internal tools, automation, copilots, and product engineering work that supports faster delivery.
Built around your systems. Reviewed with your team.
Example outputA task-focused product assistant
Designed for
- SaaS
- B2B software
- Product teams
- Enterprise software
01 / The opportunity
Built for the way
your business works.
An AI feature has to fit the product’s permissions, interface, and support model. Start with one user task and build the surrounding experience as carefully as the model.
What we can connect
- AI product features
- Copilots and assistants
- Internal tooling
- Workflow automation
- Product engineering support
02 / Practical possibilities
Where it becomes useful.
Three starting points for saas teams. Choose the workflow with the clearest need, accessible inputs, and a person who can review the result.
USE CASE / 02
Workflow features
Connect approved actions with previews, confirmation, and a clear recovery path when an integration fails.
Designed outputA reviewable action workflow
USE CASE / 03
Knowledge experiences
Search account-specific sources with visible references and explicit boundaries between tenants.
Designed outputPermission-aware product search
03 / Connected by design
One considered system.
Not another silo.
Connect the source, the logic, and the experience. Each layer has a job—and a boundary your team can understand.
- 01
Product context
Tenant-aware data · Product APIs · User permissions
- 02
AI capability
Scoped logic, representative tests, visible limitations.
- 03
User experience
Useful interfaces, approved actions, human ownership.
SaaS / illustrative architecture
Product context. Connect your approved inputs: Tenant-aware data, Product APIs, User permissions. Agree freshness, ownership, and access before integration.
Explore the layers. This is a system concept, not a live product demonstration.
Control is part of the design
Useful.
Reviewable.
Accountable.
Automation should make the work clearer—including when a person needs to step in.
The boundaries we define
Test tenant isolation, tool permissions, fallbacks, and usage limits. Keep sensitive actions explicit and reversible where possible.
What we measure together
Task completion, answer quality, latency, cost per task, and support incidents.
Pilot measures, not guaranteed results.04 / From first conversation to first release
Start focused.
Build with a clear next step.
A practical engagement starts with your workflow and constraints. We agree the scope, review points, and responsibilities before the build.
- 01
Find the first useful workflow
Map the people, systems, and friction. Choose one bounded use case and agree what a useful result looks like.
Scope & success criteria - 02
Build something you can review
Connect approved inputs and develop a working increment. Review real examples, edge cases, and the human handoff together.
Working pilot & evaluation - 03
Make the next step a decision
Compare the pilot with your baseline. Document limitations, ownership, and rollout requirements before expanding the scope.
Findings & rollout plan