Industry knowledge to inform decisions
We understand your sector’s rules, dependencies and exceptions. That context helps us identify where AI can contribute and which decisions should remain with people.
Modernization and AI.
We know your industry.
From a digital business to an AI-Native organization.
We work with your organization to rethink processes, products and operations with AI. Starting with your existing systems and industry context, we help define the direction, build solutions and support adoption alongside your team.
Understanding your business and its next steps
Your systems, processes and teams have a history. Before deciding where AI belongs, we understand how your business works, what limits its evolution and which capabilities it needs to develop.
Scope that fits your business
We review processes, data, integrations and capabilities with your team. Together we agree what to address first, how to assess its value and which foundations to prepare.
A team supporting your evolution
We work with business, product, operations and technology teams. We connect strategy, engineering and adoption so changes become part of everyday work.
Modernization and AI for your business evolution
Many systems were built for operations without AI. Evolving toward AI-Native means rethinking how work gets done, decisions are made and value is created.
We help you understand what needs to change and build a practical roadmap. We work with your current platforms, validate in real operating contexts and progress in stages with your team.
Processes and decisions
We redesign workflows, exceptions and responsibilities to introduce agents and AI with clear boundaries for autonomy and oversight.
Products and experiences
We rethink how customers and teams use your products, which new capabilities they need and how to assess their usefulness.
Systems, data and people
We modernize technology foundations and connect knowledge, permissions and working practices to support lasting adoption.
Application Modernization
We modernize applications, architecture and integrations in stages to improve current operations and enable new capabilities, including AI when the project calls for it.
View detailsAI Strategy and Adoption
We identify opportunities, assess readiness and define an AI adoption roadmap, from specific initiatives to an AI-Native evolution.
View detailsAI Processes and Operations
We review processes with your teams and integrate agents and automation around the decisions, exceptions and controls your operations require.
View detailsAI Products and Experiences
We support the design, development and evolution of AI capabilities in your products and customer experiences, from opportunity to adoption.
View detailsData and Knowledge for AI
We organize business data and knowledge so products, processes and agents can use it with context, quality and clear access permissions.
View detailsWe understand what drives your industry
AI needs to understand the operations it supports. We know the processes, rules and exceptions across these seven industries and use that context to guide modernization and new ways of working.
Healthcare
Patient journey · Care coordination · Clinical and administrative information
We understand how scheduling, registration, care delivery and follow-up connect. We work across that journey so information and tools support patients, clinicians and administrative teams.
- The appointment and the visit are distinct events
- Information needs the context of care
- Different roles need different tools
Fintech & Banking
Transaction lifecycle · Reconciliation · Financial operations
A transaction moves across channels, providers, records and reconciliations. We understand those dependencies and the exceptions that product, operations and technology teams must resolve to keep the service running.
- A delayed response does not determine the outcome
- Every movement needs an explanation
- A new experience changes operations
Retail & eCommerce
Customer promise · Orders and inventory · Returns and service
We understand the relationship between the customer promise, available inventory and delivery. We connect commercial decisions with orders, warehouses and service so channels evolve alongside operations.
- Published stock supports a promise
- The order continues after payment
- A return crosses several teams
Education
Student journey · Academic administration · Educator experience
We understand the links between enrollment, course access, academic activity and administration. We support private institutions and education companies with solutions that consider students, educators and staff.
- Enrollment must reach the learning environment
- Activity needs academic interpretation
- The calendar determines when to change
Logistics & Supply Chain
Operational events · Delivery and traceability · Exception management
We know the events and responsibilities connecting warehouses, transport and distribution. We address traceability and exceptions so each team has context on what happened and the next step.
- A status needs evidence of what happened
- Exceptions need a next step
- Operations span companies and tools
Industry & Manufacturing
Orders and batches · Quality and maintenance · Plant context
We understand the relationships between orders, batches, shifts, quality and maintenance. We connect data to that context so digitalization supports real decisions and working conditions on the plant floor.
- Data needs production context
- Production and release are different decisions
- Changes must fit the plant
Insurance
Policy lifecycle · Claims and reinsurance · Actuarial close
We know the links between policies, endorsements, premiums, claims and reinsurance. We work with operations, accounting and actuarial teams so movements and close data can be explained and reviewed.
- A policy changes during its term
- The close needs a reproducible basis
- Claims and reinsurance share dependencies
Industry knowledge in every service
Our sector experience guides product development, technology decisions and process improvement. We connect it with your context to support your team in both its current needs and its modernization and AI initiatives.
How we support your business evolution
We adapt these stages to each service. We can join your team and its processes, deliver a defined project or support an initiative from exploration through operation. Together, we agree on which stages are needed and to what depth.
Align on the challenge and direction
We build a shared understanding of what needs to evolve, why it matters and the outcome the business expects.
What we build or agree on
- A working brief with objectives, initial scope and owners.
- Value hypotheses and criteria for evaluating progress.
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What we work on
- Review priorities, the value proposition and industry context.
- Define the journey, process or product in scope and its dependencies.
- Agree on objectives, constraints and decision owners.
Working sessions
An initial scoping conversation, stakeholder interviews and an alignment workshop to define the starting scope.
Who takes part
The initiative sponsor, business, product, operations and technology leads, alongside the CoralUnity team.
The decision to move forward
We agree on the first problem to address and what we need to learn before proposing a change.
Understand processes and capabilities
We examine how work happens today, including exceptions to the ideal flow and the knowledge teams use.
What we build or agree on
- A map of the current process, exceptions and dependencies.
- An assessment of the starting point and opportunities for improvement.
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What we work on
- Map tasks, decisions, delays and handoffs between people and systems.
- Review business scenarios, rules, data and integrations.
- Identify constraints in architecture, access, capacity and adoption.
Working sessions
Process workshops, observation of day-to-day work and joint review of available cases, documentation and systems.
Who takes part
People who operate the process, industry specialists and data, technology and customer experience leads.
The decision to move forward
We prioritize where redesign could help and which dependencies need resolution or validation.
Design new ways of operating
We design the process or product and agree on the roles of people and systems. When the initiative includes AI, we define its role and the controls it needs.
What we build or agree on
- A future process or experience design with clear roles and boundaries.
- An outline of required capabilities, integrations and organizational changes.
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What we work on
- Define what to simplify, reorganize, assist or automate.
- Design interactions, roles, decisions and exception handling.
- Specify the data, knowledge and technical capabilities the new design needs.
Working sessions
Collaborative design workshops, product and experience sessions, and architecture discussions with business owners.
Who takes part
Business, operations, product, design and technology teams, with risk or control specialists where the scope calls for them.
The decision to move forward
We choose which hypotheses to test first, with which users, scenarios and acceptance criteria.
Validate and agree on implementation
We test assumptions against evidence before expanding the scope. Validation may involve a prototype, a technical test or a bounded pilot.
What we build or agree on
- Validation evidence and adjustments to design and scope.
- An implementation plan with priorities, dependencies and owners.
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What we work on
- Test usefulness, experience and behavior against representative scenarios.
- We review feasibility, quality and costs; when using AI, we evaluate its responses and the cases that need human intervention.
- Refine the design, prioritize delivery and agree on acceptance criteria.
Working sessions
User testing, functional and technical reviews, and a joint decision session to assess the results.
Who takes part
Process or product users, business leads and design, data and engineering teams.
The decision to move forward
We decide what to implement, what to rethink and what to stop or defer.
Build, integrate and prepare operations
We bring the validated design into systems and daily work through reviewable deliveries and a coordinated transition.
What we build or agree on
- Integrated deliveries verified with the client’s teams.
- A rollout plan, responsibilities and recovery procedures.
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What we work on
- We develop and integrate applications, data and, where relevant, AI capabilities within the agreed scope.
- Test complete journeys, exceptions, access and operational continuity.
- Prepare documentation, technical monitoring and rollout.
Working sessions
Delivery iterations, progress demonstrations, acceptance testing and readiness reviews before each rollout.
Who takes part
Engineering, data, business specialists and the teams responsible for operating and maintaining the solution.
The decision to move forward
We agree on when a delivery is ready, how to introduce it and who supports the transition.
Support adoption and improvement
We work with the people using and managing the new capabilities to embed them in operations and learn from their performance.
What we build or agree on
- Transferred knowledge and tracking of adoption and performance.
- An improvement and next-step plan with clear owners.
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What we work on
- Support user preparation, new responsibilities and knowledge transfer.
- Review usage, quality, cycle times, costs and outcomes against agreed criteria.
- Gather exceptions and feedback to refine processes, the product and implementation.
Working sessions
Enablement sessions, usage reviews and outcome discussions at a cadence agreed for the operation.
Who takes part
Users, process or product owners, technology leads and CoralUnity’s engagement team.
The decision to move forward
We agree on what to retain, adjust or expand and the support needed for the next stage.
Processes we can work on with youThe starting point can be a customer journey, an operational process, a product or a shared capability. We examine the complete flow, its dependencies and the needs of the people involved.
We work with your teams to understand the need, agree on scope and deliver it. Our industry knowledge connects business decisions with design and engineering, across software projects and modernization and AI initiatives.
Customer and user journeys
Onboarding, contracting or purchasing, service and follow-up. We review continuity across channels, decision points and handoffs to the teams responsible.
Operations across teams
Requests, transactions, orders, claims, deliveries or reconciliation, depending on your industry. We work through the rules, handoffs and exceptions that shape the outcome.
Product creation and evolution
Needs research, value proposition design, validation, development and learning from real usage. We connect product decisions with customer experience and operations.
Business information and decisions
Information capture and review, documents, approvals and access to knowledge. We define the context each decision needs and how to keep its sources current.
How we keep the work connectedAt the outset, we agree on leads, communication channels, review cadence and how to record decisions. The scope can be a specific initiative or an ongoing engagement.
Decisions and priorities
We keep a shared agenda of decisions, dependencies and scope changes. Client leads and CoralUnity review their impact and agree on next steps.
Visible work and business review
We share progress, designs and deliveries with the people who understand and operate the process. Their observations inform changes and acceptance criteria.
Knowledge and continuity
We document rules, decisions and responsibilities, prepare the teams taking ownership and agree on follow-up after each rollout.
Let's start with what your business needs to rethink
Tell us about the process, product or experience you want to evolve and the teams that need to take part.
What the people we work with say
“CoralUnity helped us go to market in half the estimated time, without sacrificing quality or flexibility.”
Head of Digital Innovation
Healthcare Company
Trusted by these teams
Let’s discuss what your business needs
Do you need to build software, add specialists, solve a technology challenge or explore AI? Tell us what you are working on, and let’s discuss how our industry knowledge can support your team.
In the first conversation, we review your need, the processes and systems involved and who should participate. From that context, we propose a next step and a way of working together.
