AI Adoption Service
The right AI, in the right processes, with the right context.
Access to AI is no longer the challenge. We help you identify where it can create meaningful value, put the foundations in place, build useful solutions and make AI part of everyday work.
Booking opens an email request. We will confirm a time with you.
Start with outcomes
More tools, prompts and pilots do not automatically lead to better work. We begin with the outcome your business needs, then decide whether AI is the right way to achieve it.
Why a plan matters
HubSpot surveyed more than 6,000 professionals worldwide for its 2026 State of AI research. The gap between using AI and changing how a business works is why we begin with outcomes, context and adoption.
90%
say their company uses AI
6%
rate their company a transformative AI adopter
4×
more likely to reach revenue goals among those transformative adopters
Figures describe HubSpot survey respondents, not Orange Kestrel customer outcomes. Source: HubSpot, The State of AI in 2026.
Our story
Before bringing this approach to customers, we examined how work happens across Sales, Operations, Projects and Finance. Where is work repeated? Where does context get lost? Where could AI offer a second pair of eyes or give people time back?
We are using and developing AI across our own customer lifecycle, from prospecting and discovery to documentation, estimation, quoting and customer management. We are also learning where AI should not be used. That experience shapes the service we bring to customers.
Research · Prospecting · Discovery · Coaching · Proposals
Knowledge · Administration · Analysis · Process automation
Requirements · Documentation · Scope monitoring · Meeting intelligence
Estimations · Quoting · Billing processes · Data validation
These are illustrative possibilities, not fixed packages or claims about completed customer projects. The right use cases depend on your processes, data and people.
Prepare for discovery using relevant customer context and surface questions to ask.
Review conversations against your sales approach and suggest practical coaching points.
Bring together company, people and CRM information before a meeting.
Turn discovery information into a first draft for human review.
Answer questions using approved company processes and documentation.
Guide employees through repeatable tasks more consistently.
Capture decisions, actions and structured updates from conversations.
Help prepare appropriate messages using business and customer context.
Turn meetings and notes into structured project documentation.
Compare new requests with agreed scope and flag possible changes.
Surface actions, risks, dependencies and open decisions.
Organise conversations into requirements for your team to validate.
Use structured requirements to support initial estimates.
Combine CRM, product and commercial information to reduce manual preparation.
Flag missing or inconsistent information before human approval.
Combine AI, workflows and integrations for routine administration.
And many more. We start with your business, not a list of tools.
Our approach
We start with your people and processes across the relevant parts of your business, looking for repeated work, information gaps and bottlenecks.
We weigh business impact, time saved, complexity, available data, risk, human oversight and ease of adoption to shape an AI Adoption Roadmap.
The right response might be HubSpot AI, ChatGPT from OpenAI, Claude, a custom agent or application, an integration, a workflow or a better process.
We work with your teams on practical use, prompting, context and repeatable ways of working so the solution becomes useful day to day.
We review use, refine agents and workflows, and identify the next opportunities as your capability develops.
Your AI Opportunity Map
Discovery looks at how your teams really work across Sales, Marketing, Service, Operations, Projects and Finance. We map friction, then assess each opportunity before recommending what to build.
The result is an AI Opportunity Map and Adoption Roadmap: a practical view of where to start, what needs deeper work and where people must remain in control.
Context matters
A generic prompt often produces a generic answer. Connected, appropriate context can help AI support better decisions. The quality, permissions and currency of that information matter.
Your products, positioning, terminology, brand voice and methods.
Conversations, requirements, history, buying signals and open issues.
How work happens, who approves what and what good looks like.
For customer-facing teams, the CRM can become part of that context layer. Meetings, decisions and project conversations become more useful when they are captured and connected with appropriate oversight.
HubSpot + AI
Our HubSpot expertise helps us put CRM context to work, but the right solution may also involve tools such as ChatGPT from OpenAI or Claude, custom agents, integrations and other platforms. Sometimes a simpler process change is the better answer.
AI can help with research, preparation, administration, documentation, checking and first drafts. Your people remain responsible for judgement, expertise, relationships and approval.
We choose technology around the business problem.
People + AI
Access to a tool does not create adoption. We tutor and coach teams using real work, helping them understand prompting, context, validation and when an answer needs human review.
As more people can create agents and automations, choosing what is worth building becomes even more important. We help teams develop that judgement while keeping responsibility for decisions with people.
Your AI Adoption Roadmap
Discovery is designed to give you a clear view of the opportunities, quick wins, information needs, risks, human oversight and support your people will need. From there, we can help you build and adopt the right solutions.
You do not need an AI strategy or a chosen platform before we talk. Bring us your business. We will help you find the opportunities.
Booking opens an email request. We will confirm a time with you.
