AI agents
AI agents for your busywork.
We design, build and run AI agents for businesses. This isn’t a chatbot bolted onto your website. It’s dependable software that researches, reads, decides and acts, with clear limits and a person approving the decisions that matter.
GoalWho is the hiring manager for this job advert?
- readJob advert and company careers page✓
- searchCompany site, press, public profiles✓
- compare4 candidates against the role✓
- verifyCross-checked with 2 independent sources✓
- draftAnswer with sources attached✓
- reviewWaiting for your approval●
AnswerHead of Platform Engineeringconfidence: high · 2 sources · logged
In plain English
An agent is software that works towards a goal.
Give it a goal, the right tools and clear rules, and it works through the steps the way a capable colleague would: searching, reading, checking, writing and handing off. A chatbot only answers. An agent gets the job done.
Goal
A job to do
A question to answer, a task to finish or a process to run, with a clear definition of “done”.
Tools
Access to the right things
The web, your documents, inbox, CRM, spreadsheets or database. It gets only what the job needs.
Rules
Clear limits
What it may do on its own, what needs a person’s approval, and when to stop and ask.
What agents can do for you
If a person does it with a browser and a spreadsheet, an agent can probably help.
Research & enrichment
Find, verify and summarise information from the web and your own data: prospects, suppliers, markets, competitors.
Documents & inboxes
Read incoming emails, invoices, contracts and forms. Pull out what matters and route it to the right place.
Customer & client support
Answer questions from your own knowledge base and handle routine requests. Everything else goes to a person, with the full context.
Monitoring & compliance
Watch websites, marketplaces and feeds, and flag changes, breaches and opportunities as they happen.
Operations & admin
Reconcile records, chase missing information, update systems and prepare reports on schedule, every time.
Knowledge search
Ask questions of your company’s documents in plain English and get answers with sources attached.
Real questions, answered
Agents we’ve built answer questions like these.
Recruitment
“Who is the hiring manager for this job advert?”
Business development
“Which companies might buy a stall at our biotech exhibition?”
Brand protection
“Are sellers complying with my product terms?”
A head start
We don’t start from zero.
We’ve built a toolkit of proven components, so your budget goes on your problem rather than on plumbing.
Web research & extraction
Reliable data from websites, including the awkward ones. This is our bread and butter.
Automated outreach
Scheduled emails and follow-ups on whatever cadence you choose, written for each recipient.
Semantic search
Vector databases that search by meaning and intent as well as keywords, so people find what they meant.
Custom tools & integrations
Connectors into your CRM, inbox, spreadsheets and internal systems, built to fit how you already work.
Built like software
Agents you can trust in production.
We bring the same engineering discipline to agents that we bring to critical business systems.
A defined job
Each agent has a defined scope, defined tools and defined limits. It doesn’t improvise outside them.
Tested on real cases
We build evaluation sets from your real examples and measure accuracy before go-live, then keep measuring after.
A human in the loop
Anything consequential or irreversible waits for a person to approve it.
A full audit trail
Every step, source and decision is logged, so you can always see why it did what it did.
Costs under control
Budgets, rate limits and the right model for each job, so there are no surprise bills.
Your data policies
We design around your rules on what the agent can see, where data is processed and what it keeps.
How we work
From first conversation to an agent in production.
Find the job
We identify the questions and tasks where an agent will save the most time, and agree what “good” looks like before we build anything.
Prototype
We build a working agent on your real data, fast, so you judge it on its results.
Harden
We add evaluations, guardrails, integrations and monitoring to make it ready for production and for the people who rely on it.
Run & improve
We keep it running, measure how it performs, and improve it as your business changes.
Your turn
What question do you want answered?
Tell us a little about your business and the work you’d like to take off your team’s plate. We’ll tell you honestly whether an agent is the right tool.
Ask us