Product Context Analyzer (PCA)
Setting a new standard for LLM-based Context Discovery
Put User Research on a Fast Track
PCA transforms how organizations learn about users
SCALE UP discovery
Leverage information learned from vast amounts of documentation, workflows, domain knowledge, and usage descriptions.
REDUCE uncertainty
Generate outputs not limited to internal stakeholder opinions, existing customer relationships, or organizational assumptions.
HARMONIZE outputs
Generate contextual outputs through standardized workflows instead of inconsistent research practices and prompting techniques.
ADJUST scope
Generate explicit context first and invest research effort where uncertainty still remains.
RUN YOUR RESEARCH
with Product Context Analyzer
Enjoy a break
while your discovery runs
Redefining User Research
From discrete research projects to continuous, on-demand context discovery
Risks of Discrete User Research
User Research can't keep up with continuous product development
Being the Bottleneck
- Demand for user insights grows faster than research capacity
- Expertise remains concentrated in a limited number of specialists
- Research struggles to support everyone who needs it
Losing Control
- User research remains fragmented across projects and methods
- Context understanding is repeatedly reconstructed for individual projects
- Knowledge becomes available episodically rather than continuously
Getting Bypassed
- Product decisions are increasingly made without sufficient user context
- Teams compensate with assumptions, stakeholder opinions, and ad-hoc AI
- Human-centeredness becomes difficult to govern across the organization
Taking Advantage of Continuous Context Discovery
On-demand LLM-based user research enables continuous understanding
SCALE
Pervasive User Understanding
Make detailed user context information available to every product team as a scalable service across the organization.
DELIVER
User Research at AI Speed
Generate user context insights in minutes, whenever they are needed, to inform strategic or tactical product design decisions.
CONNECT
Stay Grounded in User Context
Keep user research artifacts connected to a unified human-centered context-of-use model that can feed human and AI decisions.
Enable the Entire Product Team
Turn every team member into a context-driven decision maker
As a UX Researcher
Automate fact gathering and elicitation of requirements to spend more time interpreting and sharing findings with stakeholders.
As a UX Designer
Create information architecture and workflows based on a deep understanding of your users' goals, task flows and task objects.
As a Content Writer
Align your writing with the domain-specific language and provide authentic sample scenarios that your users will understand.
As a Front End Developer
Get detailed task flows, user requirements, and narrative scenarios for your next screen to implement.
As a Business Analyst
Generate consistently written user stories along with narrative scenarios to foster a human-centered engineering culture.
As a Product Owner
Identify underserved user needs to prioritize features and plan product roadmaps that lead to meaningful solutions.
Simple to Use
From one input to professional outcomes in three easy steps
1
Provide Input
Enter a task, role, or context prompt or upload an interview transcript.
2
Discover Context
PCA constructs a connected model of the context of use from LLM data.
3
Get Instant Results
Explore your context model and all generated deliverables.
Start in Minutes
No extensive setup or training. Get going right away.
Automated Discovery
No prompt expertise needed. PCA systematically queries LLMs to discover user context.
Everything Connected
All deliverables link to one underlying model.
What Practitioners Say
See how professionals evaluate PCA in their own work
"I am convinced that the information generated can save us a lot of work
when planning and documenting a context of use analysis because
the presentation of the results is very detailed and clearly structured.
In addition, the tool also helps me to evaluate, complete and verify existing results
from manual context of use analyses."
Philipp Kirsten - Usability Engineer
(Heidelberg Engineering)
"I train designers from around the world and design teams at Fortune 100 companies
how to use AI tools. Product Context Analyzer is a uniquely powerful addition to my AI training toolkit.
The amount of detailed high-quality user journey information it provides in a matter of minutes
would take me 3 or 4 days to create on my own."
Greg Aper - Design Consultant & Speaker
(superunknown.design)
"What I really liked were the personas identified as this was really complete.
I also liked the well-structured content which would serve as a perfect kick-start
and identify the gaps that need to be explored in more detail.
I think this tool would save you 20 to 40% of the time you'd spend on documenting customer use cases."
Principal Solution Architect
(ERP Software Vendor)
Put PCA to Work
Select an area of interest to see how PCA can support you
WHAT BRINGS YOU HERE?
WHAT DO YOU WANT TO DO?
Show me how PCA can be used for:
New Problem Space
Generate detailed context-of-use descriptions for your problem space in minutes
With PCA, you can:
Learn about domains without lengthy discovery activities:
- Context-of-use descriptions making the problem space explicit
- Detailed task flows, pain points, and goals for relevant tasks
- As-is scenarios telling authentic stories about real-world practices
Start your free trial • No credit card required
Deliver what is expected