Sense7ai

UI/UX Design.

Sense7ai's design work is integrated with our engineering practice — the same team that designs an interface builds it. Our focus is on functional, accessible interfaces that work for the user who actually does the work: the operations manager, the compliance reviewer, the recruiter, the field engineer. We do not separate design from development.

What we offer

Engineering-led design. Accessible by default.

Design at Sense7ai is driven by the product requirements and the user's actual workflow — not by aesthetic preference or trend. Every interface we ship is accessible by default, tested against real user paths, and built to the same engineering discipline as the backend it sits in front of.

In AI-assisted workflows, design is the mechanism that determines whether a human actually exercises their review authority or clicks through on autopilot — we treat human oversight as a design requirement, not a policy footnote.

DeliveredIn production for affiliated-group engagements01 / 03
Capability 01

Application interaction design.

User flows, wireframes, and interface design for enterprise applications, regulated workflow tools, dashboards, and complex form-heavy surfaces. Designed to match the cognitive load of the actual user — not the investor demo.

Shipped in
  • Zitarecruiter-facing ATS interface
  • ArkOSsix-module enterprise platform UI
  • Innovspacetenant and property management portal
  • Verixaregulated pharma quality workflow UI
Capability offeredScope agreed during discovery03 entries

  1. Design systems and component libraries.

    Token libraries (colour, spacing, typography), component documentation, and Figma-to-code alignment — ensuring the interface stays consistent as the product grows. We offer this as a structured engagement; scope depends on the size of the product surface and existing component coverage.

  2. Usability and discovery inputs.

    Structured user interviews and task-based usability sessions to inform product decisions at key milestones — not as a standalone research practice, but as inputs to the engineering team's design decisions. We offer this on engagements where user access and timeline allow.

  3. Accessibility audit and remediation.

    WCAG 2.2 AA assessment of an existing product — gap report, severity classification, and a prioritised remediation roadmap. We offer this as a standalone audit engagement for products built outside of Sense7ai.

Our approach

Workflow first. Pixels last.

01Phase 01

Understand the workflow first.

We interview the actual users and observe the actual work where possible — before wireframes. What does the user need to do? What are the failure modes if the interface is wrong? What regulatory or compliance constraints shape the interaction?

Tools

What we work with.

Design and prototyping: Figma, FigJam. Prototyping (complex interactions): ProtoPie. Accessibility testing: axe, Pa11y, manual screen-reader testing. Component documentation: Storybook, Zeroheight. Design tokens: Figma Variables / Tokens Studio.

Client examples

Shipped engagements.

All current production engagements are with affiliated companies within the Aeonn Ark Group portfolio. This is disclosed openly in diligence — see security.

● In production

ArkOS

Six-module enterprise platform UI

Interface design across six business modules — CRM, Sales & Marketing, Client Lifecycle Management, Operations, Finance, and Compliance. Role-based views, approval workflows, and audit-trail surfaces designed for operations and compliance teams.

Read case study →● In production

Zita

Recruiter-facing applicant tracking interface

Interface designed for recruiters reviewing AI-assisted candidate rankings. The design surfaces model recommendations with explanations and keeps the recruiter in the decision seat — the interface makes it easy to review and override, not just accept.

Read case study →● In production

Innovspace

Tenant and property management portal

Tenant-facing booking and occupancy interface and property-management admin console. Designed for users across varied device types and network conditions.

Read case study →● In production

Verixa

Regulated pharma quality workflow UI

Interface for pharmacovigilance reviewers and quality teams — surfaces deviation classifications and signal detections for human review. Designed to reduce review time without reducing reviewer authority.

Read case study →

UI/UX design — common questions.

Do you do design without development?
In limited cases — we're primarily an engineering practice and our design work is strongest when it feeds directly into our own build. If you have your own engineering team and want design partnership, we can discuss scope during discovery, but we are not a standalone design agency.
How do you handle accessibility in design?
WCAG 2.2 AA is the default — built in from the wireframe stage, not audited at the end. Contrast, focus management, keyboard interaction, and screen-reader semantics are design decisions, not implementation details. We test with real screen readers before any component ships.
Do you build design systems?
We build the component libraries and design tokens our own products need. Standalone design-system engagements — building or documenting a system for an external product we didn't build — are available but scoped carefully during discovery.
What user research do you do?
We conduct user interviews and task-based usability sessions as inputs to our engineering team's design decisions — primarily during discovery and at key product milestones. We do not operate as a standalone user research consultancy. Where deep ethnographic or quantitative research is needed, we recommend a specialist research partner.
How do you approach regulated-industry interfaces?
The interface design reflects the compliance obligations of the user — not just the aesthetics. For pharmacovigilance, financial approval, and compliance workflow tools, human-authorisation steps are first-class interaction patterns: clearly surfaced, unambiguous, and never bypassed by the interface design.

Ready to build?

Tell us about the user and the problem. We respond within one business day.

Schedule a Scoping CallCheck the diligence pack