Four ways we help
your team work with AI.

We redefine how your team works. A 90-minute audit, custom AI tools built around your workflows, managed agents that run them for you, and Claude Code coaching for your people. Industry agnostic, with deep experience in law, accounting and financial services.

92B
UK AI market value (GBP)
70%
UK firms considering AI
16%
Have actually deployed
54%
The adoption gap we close
01
Audit

The 90-minute audit

Most firms know AI could save them time. They just don’t know where to start, what is safe, or what is worth paying for. The audit is built for that exact moment.

You give us 90 minutes. We walk through your week with you and your team, look at the work that piles up, and leave you with a written list of the three or four jobs we can lift first. Each one comes with a rough cost, a rough time saving, and a note on what regulators will want to see. No 200-page deck.

70% of UK firms are considering AI. Only 16% have deployed. The gap is not the technology. It is knowing which jobs to give it first, and which ones to leave alone.
  • Working session with the people who do the work, not just the partners
  • Map of the week. Where time goes. Where it is wasted.
  • Three or four candidate jobs scored on time saved, risk and effort
  • Rough cost and rough payback for each one
  • Compliance notes for GDPR, FCA, SRA and the EU AI Act
  • Honest list of what AI should not touch in your firm yet
  • Written follow-up you can put in front of your board

Quick facts

Timeline90 minutes plus written follow-up
TeamSenior AI lead
Best forFirms unsure where to start
OutcomeThree or four jobs, ranked
Investment£750, refundable against Build

Common triggers

Board asking what your AI plan is
Competitors are talking about AI in pitches
Staff already using ChatGPT on the side
Fee earners stuck on document-heavy work
Book your 90-minute audit →
02
Build

Custom AI tools, built for the work

We take the jobs that came out of the audit and build them. Custom AI tools designed around your workflows, your data and your team, sitting inside the systems you already use.

Everything we build is written down, tested and handed over. Your team can run it without us. If you want us to keep running it, that is what Manage is for.

Built on the Claude Agent SDK. Same tools we use to build internally. Custom prompts, retrieval and tool calls tuned to your domain, not generic chatbots dropped on top.
  • Solution design around the jobs from your audit
  • Workflow integration with the tools you already pay for
  • Custom prompt and tool libraries for your domain
  • API and system integration where needed
  • Data pipelines and quality checks
  • Testing, QA and security review
  • Deployment, documentation and handover
  • Team training and go-live support
  • Optional Nerdster Vault for fully on-premises deployment
  • 30-day pilot. If it does not save time, you do not pay.

Quick facts

Timeline4 to 12 weeks
TeamAI engineers and lead
Best forFirms ready to build
OutcomeWorking AI in your firm
InvestmentFrom £15,000
Vault pilotFrom £1,500/mo plus £3,000 setup

Example projects

Lease and contract review for law firms
Client onboarding and KYC automation
Bookkeeping and management accounts pipelines
Internal assistants trained on your knowledge base
See how Build works →
03
Manage

Managed agents, run for you

Most firms do not want to hire an AI engineer. They want the work done. Manage is the answer. We run the AI tools we built for you as a managed service. Day to day, week to week, with a named team you can call.

Every action is logged. Every output reviewed against your rules. Every model swap, prompt change and policy update goes through a written change log your compliance team can read. AI you can put in front of a regulator.

AI without governance is a liability. We give you the policies, the access controls, the audit trail and the people on call when something looks off.
  • Named team running your AI agents day to day
  • Monitoring, alerting and incident response
  • Audit trail of every prompt, output and decision
  • AI governance, DPIA and acceptable-use policies
  • GDPR, FCA, SRA and EU AI Act compliance review
  • Role-based access and approval workflows
  • Prompt injection and data leakage controls
  • Monthly performance and cost reviews
  • Quarterly compliance reviews with your DPO
  • Optional Nerdster Vault for fully air-gapped operation

Quick facts

TimelineOngoing, 12-month minimum
TeamNamed lead and on-call engineers
Best forFirms running AI in production
OutcomeAI you can put in front of a regulator
InvestmentFrom £2,500/mo

Common triggers

Staff already using ChatGPT with client data
Board asking about AI compliance risk
Built AI in-house, no one to run it
Preparing for SRA or FCA review
Talk to us about Manage →
04
Teach

Claude Code coaching for your team

Most firms already pay for Claude, ChatGPT or Copilot. Most teams use 5% of what they have. Teach is how we close the gap.

We sit with your fee earners, paralegals, accountants and analysts. We show them how to brief an AI properly, how to spot a bad answer, and how to use Claude Code to take a serious chunk of work off their desk every week. The aim is simple. Each person walks away with an extra teammate they know how to work with.

Human-AI coworking, taught by people who do it every day. No theory decks. We work on your real files, your real templates and your real bottlenecks.
  • Hands-on Claude Code sessions on your real work
  • Prompt patterns for legal, accounting and finance jobs
  • Workflow recipes your team can keep and re-use
  • How to review AI output and catch the obvious mistakes
  • Safe-use rules for client data, written for your firm
  • Internal champion programme so the learning sticks
  • Office hours for the first 90 days post-training
  • Optional executive briefing for partners and board

Quick facts

FormatHalf-day sessions, in person or remote
Group size6 to 12 per cohort
Best forTeams already using AI badly
OutcomeAn extra teammate per person
InvestmentFrom £2,400 per cohort

What changes

Fee earners stop pasting client data into ChatGPT
Drafting and review time drops by hours a week
Junior staff get senior-quality first drafts
AI stops being a curiosity and starts being a tool
Talk to us about Teach →
Also from Nerdster

Need software built, not just advised on?

If your project needs a web app, automation pipeline or bespoke AI tool built from scratch, that is Build & Dev. Same team, deeper engineering.

Explore Build & Dev →

Looking for a product instead of consulting?

Vault Managed →
New Product

Nerdster Vault · Private Document Intelligence

Zero Cloud. Full AI. Complete Privacy.

Nerdster Vault is our air-gapped AI platform for regulated industries. True on-premise deployment with zero external connectivity. Your data never leaves your four walls.

10-50x cheaper than Harvey AI. Flat monthly pricing, not per-seat.

  • True air-gap, zero external connectivity
  • AES-256 encryption & full audit trails
  • GDPR, SRA, FCA, EU AI Act compliant
  • Built for law, finance, healthcare & government

We specialise in industries where data sensitivity, compliance, and trust aren't optional. Every solution respects your regulatory obligations.
Law Firms
Contract review, lease analysis, precedent search, compliance monitoring. Built around SRA guidelines and COLP obligations.
SRAGDPREU AI Act
Financial Services
Risk assessment, fraud detection, client reporting automation. Aligned with FCA requirements and audit standards.
FCASOC 2PCI-DSS
Healthcare & NHS
Clinical documentation, patient pathway optimisation, diagnostic triage, administrative automation. NHS DSPT aligned.
NHS DSPTGDPRIG Toolkit
Government & Defence
Secure AI for public sector operations, policy analysis, citizen services, intelligence processing.
Cyber Essentials CertifiedISO 27001
Accountancy
Receipt processing, client chasing, MTD ITSA filing, VAT audits. Xero integration with deterministic rules engine.
HMRC MTDXeroGDPR
Professional Services
Consulting, recruitment, property, education. AI-powered client management, proposal generation, operational efficiency.
CustomScalable

Book a free 30-minute discovery call. We'll talk about your business, not ours.