See where the business needs attention
“Enquiries are up. Why aren’t sales?”
Bring selected sales records and customer feedback into a review of what changed, what is missing and what to investigate.
NERDSTER INTELLIGENCE
For business owners, managing directors & operations leaders
See what’s working.
Know what to improve.
Bring sales figures, customer feedback and team knowledge together. Spot missed opportunities, understand recurring problems and decide what deserves your attention next.
We build your AI workspace for answers, reports and automations. A Senior Head of AI and an AI Developer plan, build and review improvements with you.
£5,000–£15,000indicative build range · individually quoted
£2,500 / monthongoing strategy & development
Bring one business problem and the tools you use. We reply within one working day. Hosted or private, including local-model options.
TURN CONTEXT INTO A USEFUL QUESTION
Which changes are helping your business perform better?
Explore this exampleWHEN YOUR BUSINESS HAS OUTGROWN THE GUESSWORK
You have the information.
Getting a useful answer takes too long.
Built for established teams juggling spreadsheets, business software and knowledge held by key people. Start with a recurring decision or process that is worth improving.
Find the friction your team keeps facing
“Why do we keep chasing the same work?”
Connect issue logs and team feedback to identify repeated handoffs, prepare follow-ups and scope a better process.
Prepare for your next opportunity
“What should we act on next?”
Review customer requests, capacity, future plans and selected market signals to prepare opportunities for your team to assess.
Your starting point: one useful question, approved information and someone in your team to check the answers. We assess the tools you already pay for before proposing a custom build.
SEE A POSSIBLE WORKING DAY
Ask a business question.
Get a review you can act on.
Choose a question, inspect the example evidence and add a next step to the sample plan. These fictional scenarios show how your workspace could support a business review.
Did our new enquiry process make a difference?
PERFORMANCE REVIEW
More replies met the target. Conversion still needs checking.
85% → 92.5%Replies within target · sample before / after
Timely replies increased by 7.5 percentage points in these two sample periods. This is an observed difference, not proof that the routing change caused it.
What the team adds
The team reports that a shared queue made ownership clearer. Confirm this with the people using the process.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Keep the routing trial under review and compare qualified enquiries and eventual wins before expanding it.
Review owner: Sales operations ownerWhy did more enquiries fail to become useful opportunities?
IMPROVEMENT OPPORTUNITY
Volume rose. Qualified opportunities fell.
12 → 9Qualified opportunities · two sample periods
Enquiry volume rose by 50%, while the qualified share fell from 30% to 15%. More enquiries alone did not mean more useful opportunities.
What the team adds
Staff report spending more time on unsuitable requests. Check the themes against the enquiry log.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Review the source and intent of the unqualified enquiries before increasing the campaign budget.
Review owner: Marketing and sales ownersWhat keeps getting in the team’s way?
TEAM FEEDBACK
Repeated data entry is a candidate for the next improvement.
6 of 12Sample issues mention duplicate entry
Half of the recorded issues concern duplicate entry. These records describe process friction; they do not measure individual staff performance or represent every employee’s experience.
What the team adds
The issue log is the key evidence for this example. Without it, the workflow map alone cannot establish how often staff experience the problem.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Map one handover with the team, measure the current effort and assess whether an approved connection can remove the duplicate step.
Review owner: Operations owner, with team inputAre we ready to introduce the new service?
PLANNING & READINESS
The launch plan has two unresolved dependencies.
2 open itemsOutstanding in the sample readiness record
The checklist leaves pricing and handover unresolved. The capacity note adds a question for the owner; it does not establish that the launch is impossible.
What the team adds
Staff have asked who will handle support after launch. Include their questions in the handover review.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Create a readiness review with named owners for pricing, handover and capacity before confirming a launch date.
Review owner: Business ownerWhat changed in the market, and does it matter to us?
EXTERNAL SIGNALS
A competitor’s offer changed. Test relevance before reacting.
1 change to reviewFictional competitor-page comparison
The two fictional snapshots show a change in advertised delivery. They do not demonstrate the competitor’s actual service performance, capacity or sales.
What the team adds
Customer-facing staff report that clarity of delivery dates matters. Test that distinction before assuming speed is the only issue.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Verify the source and conditions, then compare the offer with your customer needs, capacity and margin before trialling a response.
Review owner: Commercial ownerWhich upcoming opportunity is worth preparing for?
LOOKING AHEAD
Explore a relevant event; check demand before committing.
3 signalsExample event, customer interest and capacity
The event, enquiry themes and planning note suggest an opportunity to investigate. Their combination is a hypothesis, not a forecast of growth.
What the team adds
Staff have suggested testing the adjacent service with existing customers first. Compare this route with the event before spending.
Team feedback is excluded from this example view. Verify the records with the team before treating this as a complete picture.
SUGGESTED NEXT STEP
Validate the audience, interview potential buyers and prepare a small test with a budget and clear stop criteria.
Review owner: Business development ownerExplore how missing context changes the review.
Your example action plan 0
Select an insight and add its suggested next step. Nothing is sent or applied to a business system.
Interactive illustration using fictional records and prepared interpretations. It does not run an AI model, connect to company systems or fetch current market data. Your build’s interface, connections and capability are agreed and tested with you.
A BUILD SHAPED AROUND YOUR BUSINESS
Agree the useful first step.
Then agree the investment.
We scope your goals, information and workflows before quoting. The first release should solve a defined problem and give you a practical foundation to build on.
INDICATIVE INITIAL BUILD RANGE
£5,000–£15,000
A guide to planning your investment. Every project is individually scoped and quoted. Any scope outside this range is discussed before you commit.
What changes your quote?
- Your information: access, quality, preparation and connections.
- The work to build: questions, reports, automations and complexity.
- How it will operate: user permissions, hosting, testing and handover.
What the first release is designed to give you
An agreed workspace with approved sources, useful answers or reports, scoped workflow improvements, acceptance tests and operating notes. The proposal defines the exact features, limits and handover.
Ongoing strategy and development: £2,500/month. Hosting, model usage, licences and any local hardware are costed in the proposal, with inclusions and additional charges made explicit. Discovery scope, any fee, delivery milestones are confirmed before work begins.
YOUR ONGOING AI TEAM
Your priorities.
A shared roadmap.
Progress together.
£2,500 / month
Work with a Senior Head of AI and an AI Developer to identify the steps and business processes you want to improve. Together, we create and follow a roadmap that develops your AI intelligence and supports business growth.
Discuss your improvement roadmap ↗STRATEGY & DIRECTION
Senior Head of AI
Works with you on priorities, business value, adoption and the improvement roadmap.
BUILD & IMPROVE
AI Developer
Develops and tests the agreed connections, intelligence features and process improvements.
- Find the work worth improvingReview goals, results, staff issues, customer needs and upcoming plans together.
- Agree and follow the roadmapSet priorities, milestones, delivery capacity, owners and measures of success. Build and review the planned changes.
- Update it as your business changesUse the evidence to refine what comes next. Improve your intelligence and processes with the aim of helping you grow and increase revenue.
How we measure progress and agree the service
Depending on the goal, review qualified opportunities, conversion, repeat business, margin, turnaround time or staff effort. We compare results with an agreed baseline and check other factors that may have affected them. Revenue growth is an aim, not a guaranteed result.
The proposal defines roadmap scope, capacity, review cadence and dependencies, plus support coverage, hosting/model costs, ownership, minimum term and exit arrangements. The two roles are included in the service; this does not imply two full-time employees or unlimited development.
What would you like to understand or improve?
Tell us your tools, your biggest question and the first workflow you would improve. Leave out confidential data. We reply within one working day.
Thank you, your enquiry has been received.
A senior consultant will reply within one working day.
- Prefer to speak now? Call 0330 043 7414.
- Add hello@nerdster.ai to your contacts so our reply is not missed.
- While you wait, read more about Nerdster Intelligence.
LET’S FIND YOUR STARTING POINT
Bring a business question.
We’ll explore the build.
Start with the decisions that are hard to make or the work that keeps slowing people down. Mention any private hosting or local-model requirements.
Nerdster Limited · England & Wales · Company 08223563.
YOUR DATA. AN AGREED ENVIRONMENT.
Hosted for you.
Or built to run privately.
Choose the environment around your data and operational needs. We test answer quality, source references, user access and failure handling before wider use.
Hosted
A managed setup using agreed services. The proposal identifies processing locations, suppliers, operating responsibilities and running costs.
Private cloud
A dedicated environment with defined accounts, network and access boundaries. Region, retention and operating responsibilities are agreed.
Local models
Model processing on suitable local infrastructure. Hardware capacity and model suitability are assessed for your actual tasks.
Bring the outside world into the picture
Competitor changes, industry news, event calendars and other permitted public or licensed sources can feed a scheduled research brief. Scope the topics, sources, refresh frequency and review owner. Each finding should show its source and when it was collected, so stale information and unverified claims are visible.
External research is an optional connection, not built into an offline deployment. We agree how it is collected and whether any private business information reaches an external service. Local hosting alone does not remove data risk.
BEFORE WE START
A few practical
questions.
For a single standalone pilot, explore custom AI agents or private document assistants.
What do we actually get?
A bespoke business AI workspace and an ongoing strategy and development service. Depending on the agreed scope, the workspace brings together selected information for answers with sources, business reviews and approved automations. The example workspace illustrates possible outputs using fictional data. Your proposal specifies the actual interface, connections, features, tests and handover.
Why build this if we already have dashboards or an AI assistant?
Existing tools may already solve the problem. We check their reporting, AI and automation features first. A custom build can be useful for connecting information across systems, adding your operating context or turning a finding into an agreed workflow. We assess APIs, exports, access and supplier terms before promising any connection. If a simpler configuration or ordinary automation is sufficient, that should inform the recommendation.
Is £5,000–£15,000 a fixed price?
No. It is an indicative initial build range to help you plan, not a set of packages or a binding quote. We scope the sources, data preparation, workflows, permissions, hosting and testing before confirming your individual price. Scope may place a project outside this range. We agree the full scope and price before work begins.
What should we budget beyond the build?
The ongoing strategy and development service is £2,500 per month. Twelve months at that rate is £30,000, in addition to the individually quoted build. This is a budgeting illustration, not a minimum-term commitment. The proposal itemises hosting, model usage, licences, any local hardware and support coverage, showing what is included and what costs extra. Any discovery fee, minimum term and exit arrangements are confirmed in writing.
How do we know whether it is worth the investment?
Choose a specific problem and record the current position: for example preparation time, missed follow-ups, rework or qualified enquiries. Agree success measures, review effort and operating costs before the build. Compare the tested result with that baseline before widening the rollout. Time released is not automatically a cash saving, and improved reporting does not by itself establish additional revenue.
How does it learn about our business, and what do we need to provide?
We work with you on your customers, services, goals, key measures and constraints. Start with a priority-setting business owner, a small set of representative approved records, a source and permission owner, and people who can check the outputs. We assess data gaps before connecting more information. Feedback can lead to approved updates to the workspace and workflows; it does not automatically retrain a model.
How do we get from the first conversation to a working system?
First we explore the problem and whether there is a useful fit. Then we agree discovery, any fee and a proposal with milestones. We build a focused first release, test it with representative cases and your reviewers, and agree acceptance before wider use. Access, data preparation, integration complexity and feedback affect timing, so we confirm the schedule after scoping. If tests fall short, review the causes and agree remediation, a smaller scope or a stop decision; payment and remediation terms are set in the agreement.
How does the information stay current?
Source owners keep the underlying information current. We agree how updates and deletions reach the workspace, and test the handling of indexes, stored copies, references, logs and backups. External signals need a collection time and an agreed refresh schedule; a stale or missing source must not be treated as current evidence.
What does the £2,500 monthly service include?
A Senior Head of AI and an AI Developer work with you on an agreed improvement roadmap. Together we identify business priorities and processes to improve, plan the work, develop and test changes, and review the results. The roadmap evolves as your AI intelligence, business needs and evidence change. We agree delivery capacity, milestones and dependencies in writing; the fee does not imply two full-time staff or unlimited development.
Who owns the system, and can we stop the monthly service?
The written agreement specifies code and configuration rights, account ownership, third-party licences, handover, notice and exit arrangements, including whether the system can continue operating without Nerdster. It also sets the monthly service commitment, any minimum term, agreed roadmap milestones and the handling of client delays before you commit.