Artificial Intelligence
Assistants, document intelligence, search and automation that connect to your data and systems — with evaluation, guardrails and humans in the loop where it matters.
Overview
Most AI value comes from narrow, well-defined tasks: reading documents, finding the right information, classifying requests, drafting responses. Not from a general chatbot bolted onto a website.
We identify where AI genuinely reduces work, integrate it with your existing systems and permissions, and measure whether it performs well enough to trust.
Problems we solve
Policies, contracts and past work spread across drives, emails and systems nobody can search well.
People reading invoices, forms and applications to type data into another system.
Impressive demos that stall because of accuracy, security or integration concerns.
Triage, classification and routing done manually because rules alone can't handle it.
Capabilities
LLM features inside your products — drafting, summarizing, extracting and transforming content.
Assistants grounded in your documents and data, respecting user permissions.
Extracting structured data from invoices, forms, contracts and reports, with review workflows.
Semantic and hybrid search across internal knowledge, with source citations.
Categorizing tickets, emails and requests; detecting intent, sentiment and entities.
Test sets, accuracy tracking, fallbacks and human review for decisions that matter.
Common use cases
Staff ask questions and get answers with links to the source policy or document.
Documents read automatically, validated, and passed to finance or operations systems.
Incoming emails and tickets classified and routed to the right team.
First drafts generated from structured data for people to review and finalize.
Process
Identify where AI reduces real effort and how success will be measured.
A focused proof of concept evaluated against examples from your organization.
Connect to systems and permissions; add review steps, logging and fallbacks.
Track quality over time and refine prompts, models and data as usage grows.
Relevant technologies
Related work
Artificial Intelligence / Automation
An AI workspace that extracts structured data from incoming documents and lets staff search internal knowledge with cited answers.
Workflow Automation
A single place for purchase, leave, IT and facilities requests — each routed through the right approval chain automatically.
FAQ
We design integrations so your data is not used for model training, choosing providers and deployment options — including self-hosted models — that meet your requirements.
We measure it. Every AI feature is evaluated on real examples before launch, and we design review steps for cases where confidence is low.
Often not. Many document and language tasks work well with modern models and a modest set of examples for evaluation.
Yes. Most of our AI work adds capabilities to existing systems through APIs rather than replacing them.
Complex problem? Good.
Whether you're starting with an idea, replacing an existing system, or trying to automate an operation that has become too complicated, let's talk.