Outcome
A practical AI pilot
AI Consulting
Find the AI opportunities worth building.
Turn a broad ambition into a decision your business can act on. We help you choose where AI can make a useful difference, what it will take and how to measure the result.
Which business decision would a clearer AI assessment help you make?
Explore a useful first pilot Explore first. Sign in when you’re ready to save your conversation.ISHVARA / OPPORTUNITY STUDIOConcept
SERVICE / 01
Opportunity studio
From a broad ambition to a focused pilot.
EXPLORE THE FIT
Knowledge assistanceFind useful information
Document intakeReduce repeated handling
Service operationsRoute requests clearly
Start with value.
Then check feasibility.
- Business need
- Available knowledge
- Evaluation criteria
A PILOT, WITH DECISION POINTS
01
Understand the opportunity
Users, workflow, data and intended outcome.
02
Design a focused pilot
Boundaries, evaluation and human review.
03
Review before scaling
Evidence, operating costs and the next decision.
A roadmap starts with questions, not assumptions.
For business leaders exploring AI, teams with competing ideas, or organisations that need a clearer investment decision before development.
ENGAGEMENT AT A GLANCE
Know the inputs and boundaries.
Inputs
Representative workflows and approved data examples
Deliverables
Opportunity map, evaluation criteria and pilot plan
Exclusions
Production implementation and guaranteed savings
CLEAR OUTPUTS
What we can work towards together.
Deliverables are selected and agreed during discovery. Your engagement scope defines what is included.
Opportunity assessment
Prioritise workflows by business value, feasibility, dependencies and risk.
Data and integration review
Identify available information, access requirements and gaps that could limit the result.
A focused pilot plan
Define a first use case, evaluation criteria, human review points and success measures.
Implementation roadmap
Agree the next steps, responsibilities and assumptions behind an estimate.
PRACTICAL APPLICATIONS
Where this approach can help.
These are illustrative use cases to discuss, rather than client results or fixed packages.
Knowledge assistance
Explore a permission-aware assistant for policies, proposals or internal research.
Service operations
Assess enquiry routing, response drafting and escalation to the right team.
Document workflows
Evaluate extraction and classification with an exception queue for human review.
HOW WE WORK
A clear path to the next decision.
- 01
Understand the business
Discuss the users, current workflow, bottlenecks and intended outcome.
- 02
Check feasibility
Review representative data, systems, permissions and operational constraints.
- 03
Compare approaches
Consider a workflow change, a pilot, an existing tool or a custom build.
- 04
Agree the next decision
Review the recommendation and decide whether a pilot or delivery scope is justified.
MAKE IT RELEVANT TO YOU
Find an opportunity worth exploring.
Choose one direction. A short note is enough to make the conversation relevant.
About these temporary notes
Preparation is kept in this tab for up to 24 hours after editing, separately for each account and service. It is not saved to an account until you send and successfully save a conversation. Avoid confidential details, passwords and credentials.
Useful details, when you need them.
How opportunities are prioritised
Compare business value, data readiness, integration effort and risk together. A clear need with usable information and a manageable pilot boundary is a useful candidate for discovery. This explorer does not score or verify your organisation.
Data readiness, one step at a time
Begin with the source owner, access permission, quality and update process. Representative examples and approved evaluation cases come later through an agreed channel. You do not need to upload sensitive information here.
Where human judgement belongs
People agree the problem, success criteria and acceptable limits. Consequential decisions and uncertain outputs need appropriate review. The assessment may recommend an existing tool, process improvement or a pilot.
A sample opportunity assessment
Illustrative working structure · scope-dependent
- Business need
- Help staff find approved guidance with less searching.
- Feasibility questions
- Are the sources current, accessible and appropriate for the intended users?
- Pilot boundary
- One team, a bounded document set and an agreed evaluation method.
- Next decision
- Compare usefulness, errors and escalation needs before expansion.
See the workflow in Ishvara AI Studio.
Explore our own product example: conversations, briefs, versioned scopes and project collaboration.
Explore our workDo we need a defined AI project?
No. Start with a business problem or a workflow that takes too much effort. Discovery helps determine whether AI is useful and what should happen next.
What should we bring to discovery?
A description of the workflow, the people involved, current tools and examples of the desired result. Share sensitive data only through an agreed, appropriate channel.
Can you work with our existing engineering team?
Yes. Consulting can support your team with feasibility, architecture, evaluation criteria and an implementation plan. Responsibilities are agreed in the engagement scope.
Is implementation included?
Implementation is a separate decision. The consulting scope and expected deliverables are agreed first; a pilot or build can follow if the recommendation supports it.
Bring the challenge.
Let’s shape the approach.
Start with Anya. Your selected direction and notes can travel with you into the conversation.
Explore a useful first pilot Prefer to email the team?