AI AUTOMATION AGENCY · START HERE

AI automation agency for UK businesses.

Nerdster is a UK AI automation agency and consultancy. We turn repetitive enquiries, document work and reporting into a workflow your team can trust: we scope and build one custom AI agent around the systems you already use. Inputs, permissions, human checks and measures of success are agreed before development, and the result is tested before any wider rollout.

  • A workflow map and a written definition of what a good result looks like.
  • A working pilot connected only to the systems and information you approve.
  • Test results, approval points and handover documentation for your team.
  • Pilots from £3,000 plus VAT, individually scoped and quoted. Deepanshu Sahni leads delivery and does the build.

Tell us the task and the tools you use. We reply within one working day.

Enquiry preparationIllustrative example

01 · SAMPLE INPUT

“We need a document assistant for 12 people. Our files are in SharePoint. Can we discuss access?”

02 · PROPOSED OUTPUT

Task
Internal document search
Team / system
12 people · SharePoint
Still to confirm
Document owner, access rules and budget
Draft reply

Thanks for outlining the task. Which document collection would you start with, and who owns its permissions?

03 · HUMAN REVIEW
A team member checks the original enquiry and draft before sending. Nothing is sent automatically in this example.

Evaluate: time to prepare and review, factual corrections, missed details and handling of an incomplete enquiry. Agree pass criteria before building.

Synthetic input and proposed output. This is a mockup, not a live agent or a customer result.

WORKFLOWS WE COULD SCOPE

Start with a task your team knows.

Done-for-you automation for operations teams: enquiry handling, document preparation, routine checks and management reporting. These are proposed workflows, not completed customer results. Where ordinary rules or automation are sufficient, we use those rather than an AI model for every step.

Enquiry preparation

Approved inputs
Shared inbox and approved service information
Proposed output
An organised enquiry and a draft reply
Human decision
A team member checks the details and sends.

Measure: preparation time, corrections needed, missed cases and review effort against the current process.

Discuss enquiry preparation ↗

Document preparation

Approved inputs
An agreed set of documents
Proposed output
Extracted dates, references and a draft summary
Human decision
An owner verifies each item against its source.

Measure: preparation time, corrections needed, missed cases and review effort against the current process.

Explore file preparation ↗

Routine exception checks

Approved inputs
Approved system records and agreed rules
Proposed output
Potential gaps, with the reason each was flagged
Human decision
An owner confirms the gaps and decides what to change.

Measure: preparation time, corrections needed, missed cases and review effort against the current process.

Explore rota checking ↗

Management reporting

Approved inputs
Approved exports from the systems you already use, with agreed definitions
Proposed output
A draft weekly or monthly report, each figure traced to its source
Human decision
An owner checks the figures before the report is circulated.

Measure: preparation time, corrections needed, missed cases and review effort against the current process.

Discuss management reporting ↗

YOUR FIRST PILOT

One useful task.
An informed rollout decision.

An agent uses AI and connected tools to carry out agreed steps. Start with one workflow, with its limits defined during scoping.

Agree the boundaries

Name the workflow owner, approved sources, intended outputs and human review responsibilities. Specify the number of sources, integrations and test cases in the proposal.

Build and evaluate

Test representative work, missing information and exceptions against agreed criteria. Compare preparation time, corrections, missed cases and the effort still needed from your team.

Hand over the evidence

Review the outputs and test results together. Document operation, known limits, review steps and the agreed support arrangements so your team knows how to use the pilot.

Decide what comes next

Use the evidence to decide whether to refine, expand or stop. Wider production rollout and additional integrations need their own agreed scope and price.

Allow six to eight weeks from agreement of the workflow as an indicative first-pilot schedule: scope and access, build and test, then review and handover. Timely system access, representative examples and feedback from the workflow owner affect the schedule.

THE PERSON WHO DELIVERS IT

One named person,
first call to handover.

No account manager in between. The person who scopes your workflow is the person who builds and tests it.

WHO YOU WORK WITH

Deepanshu Sahni

Delivery lead and AI developer

  • The first call: understanding the task, the tools involved and whether we are a fit.
  • Scoping: the workflow map, approved sources, permissions and the definition of a good result.
  • The build and its tests, including the failure cases.
  • Handover: documentation, review steps and the agreed support arrangement.

One named person from the first call to handover. The person you speak to is the person who does the work.

WHAT WE CONNECT TO

Tested, assessed
or not yet.

A product name never means a partnership, a certification or a ready-made connector. This is the honest position, updated as real scopes are delivered.

Tested by Nerdster

We have connected to these in real work and know the access and permission questions to expect.

  • Microsoft SharePoint
  • Microsoft Outlook and shared mailboxes
  • Xero

Requires assessment

Often possible. We check the available integration, permissions and supplier terms during scoping before promising a connection.

  • Microsoft Teams and OneDrive
  • Google Workspace
  • QuickBooks and Sage
  • HubSpot and other CRMs
  • Practice, case and matter management systems
  • Rota, care and scheduling systems
  • Telephony and helpdesk tools

Unsupported

Nothing is listed here today. A system is added only when an assessment shows it cannot be connected reliably, or its terms do not allow it.

Tell us about the workflow

We use your details to reply to this enquiry. Scope, responsibilities and price are agreed in writing before any work begins.

01 A little about you

02 What you have in mind

Enquiry about Build an agent for a workflow

A few sentences are enough. Please leave out confidential or sensitive information.

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Prefer not to use a form? Call 0330 043 7414 or email hello@nerdster.ai.

YOUR ENQUIRY

Tell us where you are.

You don’t need a technical brief. A few sentences about your tools, your team or the task that takes too long is enough to begin.

What happens next

  1. We read your enquiry and reply within one working day.
  2. A short call, about 30 minutes and at no charge, to understand the task, the tools involved and whether we are a fit.
  3. If the work needs a paid discovery phase before we can quote, we say so and price that phase first. Scope and price are in writing before any work begins.

BEFORE ANY WORK BEGINS

Scope and costs, agreed before you commit.

Pilots start from £3,000 plus VAT and are individually quoted for the defined workflow. Additional integrations and data preparation are scoped separately.

The proposal sets out deliverables, responsibilities and timing. Hosting, software subscriptions, model usage and ongoing support are set out separately. Confirm discovery scope and any fee before commissioning it. VAT applies where applicable and is confirmed in your quote.

COMMON QUESTIONS

A little more clarity.

Read the full custom ai agents page ↗
How is an agent different from a chatbot?

A chatbot mainly responds in a conversation. An agent can also work through a defined sequence of tasks using connected tools. Some agents include a chat interface, but the workflow determines what is useful.

Can it work with the software we already use?

Often, yes. We check the available integrations, permissions and commercial terms before agreeing the scope. Where a connection is unsuitable, we explain the alternatives.

Will it send emails or make changes automatically?

Only where that action is included in the agreed design and permissions. A first pilot can prepare work for a person to review before anything is sent or changed.

What happens after the pilot?

We review the evidence together. You can choose to refine the workflow, expand its use or stop. Ongoing support and any software or model usage costs are agreed separately.

What is the minimum project investment?

Pilots start from £3,000 plus VAT. Every project is individually scoped and quoted after reviewing its systems, data preparation and testing needs; the written proposal sets out the scope and price before work begins.

What information and access do you need?

Start with the task, the tools you use, a workflow owner and representative examples. We agree the access needed for the pilot and how examples will be shared securely. Please do not send credentials or confidential documents in the enquiry form.

What if our existing software already does this?

We check existing features and ordinary automation during scoping. A custom agent may not be needed if your current tools can do the job adequately.

Who owns the code, configuration and accounts?

Ownership, licences, account control and access to code and configuration must be specified in the written agreement. These depend on the selected tools and any third-party components; confirm them before commissioning the build.

What costs continue after the build?

Hosting, software licences, model usage and support can carry ongoing charges. The proposal sets these out separately from implementation, including who operates the workflow and what maintenance is included.

What happens if the pilot does not meet the agreed success criteria?

We review the test results and limitations with you before deciding whether to refine, expand or stop. Any included rework, further paid work and cancellation terms must be set out in the project agreement; a pilot is not a promise of production readiness.