Data & AI consultancy

Make your data drive every decision.

Unlock the data behind your everyday tools, connect it through an intelligent AI layer, and turn business context into smarter decisions and new opportunities.
Modernise your data
a single source of truth
Work with AI agents
“With Forerunner™ we’ve really made a mark in the market.”
Jessica Mercedes
CEO of terra-tory™
What we can solve

Where is your business losing time and money?

Copying data between tools takes hours. We connect your systems and automate those repetitive steps, so your team gets that time back.

We compare what you charge against the time and costs involved, so you can spot unbilled work and projects that cost more than they bring in.

Your team shouldn't search five tools or ask three people. We connect your documents and data so AI finds the answer and shows where it came from.

We connect what clients have bought, what they ask for and when contracts end, so you can see who to follow up with, what to offer and why.

retrieve, augment and generate

AI is only as useful as what it knows about your business.

Modernise your data

We link your CRM, project, resourcing and document tools, and match the same clients, projects and people across them, so the numbers add up.

01 / Connect
  • HubSpot
  • Microsoft 365
  • Google Cloud
  • Xero

We link deals to clients, conversations and projects, so AI can use the full picture and refer back to the original records.

We connect emails, Teams chats and SharePoint files to the right client and project, so AI can find them and cite the source.

We give data in BigQuery and Cloud Storage the same names, rules and permissions as your other tools, so everything lines up.

We match invoices and payments to the right client and project, so you can see which clients and projects are profitable.

02 / Define

Automate and enhance your decisions with trustworthy insights to boost efficiency.

03 / Act
Already using ChatGPT, Claude or Copilot?
‍
We build on what you have rather than replacing it.
See our method

Your
data
is
already
on
your
tools
We
connect
the
dots,
build
the
intelligence,
and
put
AI agents
to work.

★ Rated 4.9/5 from 50+ organizations
Case studies

Connected data is already paying off in Samii.

See how Gerardo Gomez is now able to track and predict results of his SaaS company in minutes.

“The strongest businesses are built through clarity, thoughtful decisions, and the confidence to move deliberately when it matters most.”

Gerardo Gómez
Samii
·
ceo

Start small. Prove it works. Then grow.

Discovery call
A conversation about your goals, your tools and where information gets lost. No preparation or technical knowledge needed.
Assessment
We map your data, test what your current tools and AI can already do, and recommend what's worth building.
Connect and Build
We build the first use case for one team, with read-only access to your systems wherever possible.
Improve
We check whether it's used and whether it helps, then refine it or extend it to new teams and questions.
How we work in detail
Integrations
No migration and no new platform to learn. We design around the systems you rely on: CRMs such as HubSpot or Salesforce, Microsoft 365 or Google Workspace, and the project, resourcing and finance tools your teams use every day.
OUR PARTNERS

Not sure where to start? Book a call.

Tell us how your business runs and where information gets lost. We'll help you find the one problem worth solving first.

Is the discovery call really free?

Yes. It's 45 minutes, with no obligation and no sales follow-up sequence.

How can I connect ChatGPT, Claude or Copilot to my business data?

Depending on the product and plan, AI tools can access business information through built-in connectors, APIs or custom integrations. We review your databases, CRM, document storage and other relevant systems, then prepare the information the task needs. That can include cleaning records, linking information about the same clients and projects, and applying access permissions. The aim is to give AI useful business context, with references your team can check and a clear approach to keeping information up to date.

How can I get more value from AI in my business?

Start with a recurring task where your team spends time finding information, combining records or preparing the same output. Check what your existing AI tools can already do, what information they need and how you will measure improvement. At Nicelog, our AI integration services help connect those tools to your business data and workflows. We define a focused first project, whether that means organising your data, building a searchable knowledge base, automating a task or creating a custom application.

What business tasks can AI agents automate?

AI agents can use connected tools to complete tasks such as preparing client briefings, checking records for missing information and drafting follow-ups. For example, a renewal agent could check contract dates, gather recent account activity and prepare a message for someone to review. We build AI agents and workflow automation around agreed tasks, with defined triggers, permissions and approval points. We test everyday cases and exceptions, and use simpler automation where a fixed set of steps is enough.

What is agentic RAG, and does my business need it?

Retrieval-augmented generation, or RAG, supplies AI with relevant information from your documents or data before it generates an answer. Agentic RAG adds an AI agent that decides which sources to search and whether it needs more information. It can help with questions that require several searches across different sources, such as combining a contract, project updates and client correspondence. We recommend it when that flexibility is useful. Simpler document search may be enough, and either approach still needs testing and source checks.

What does an AI integration project include, and who maintains it?

The scope can cover data preparation, integrations, an AI knowledge system, agents or a custom platform, depending on the problem. You receive the agreed working solution, documentation and a handover for the people who will use or maintain it. We agree hosting, access, ownership terms and ongoing costs before work starts. After launch, maintenance can sit with your team, another supplier or Nicelog under a separate support agreement covering the monitoring, fixes and improvements you need.

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48%
improved uptime on day one