Assess
Check the use case, data and feasibility before committing to a build.
Fig. 01 — AI systems
AssistantSample
What is our refund window for annual plans?
Annual plans can be refunded within the window set in your refund policy. Here is the exact clause.
refund-policy.pdfbilling-faq.md
ExtractionInvoice
Invoice numberSupplierLine itemsTotal & tax
OutputAI features that work on your real data, safely in production
[02]What we build
Capabilities
001.
LLM-powered product features
Add summarisation, drafting, classification and natural-language search to your product or internal tools.
002.
Assistants on your own knowledge
Chat and search experiences grounded in your documents, policies and data, with sources shown.
003.
Document processing
Extract structured data from invoices, contracts, forms and emails, and route it to the right system.
004.
AI agents for operations
Multi-step workflows that read, decide and act across your tools, with human approval where it matters.
005.
Model integration
Connect leading model APIs to your existing stack securely, with cost and usage under control.
006.
Evaluation & guardrails
Test sets, quality checks and safeguards so the AI behaves predictably before it reaches users.
[03]Typical use cases
Where it makes a difference.
Examples of the problems clients bring to us. Every solution is shaped to the business.
- Customer support assistantAnswers common questions from your help content and hands over to a person when needed.
- Proposal & report draftingGenerates first drafts from your templates and data for your team to review.
- Inbox & document triageReads incoming documents, extracts the key fields and files them automatically.
- Internal knowledge searchLets staff ask questions across policies, manuals and past projects.
[04]Our approach
How we deliver.
Start a projectPrototype
A working proof of concept on your real data, reviewed with your team.
Harden
Evaluation, guardrails, security and cost controls.
Integrate
Ship into your product or workflows, then monitor and improve.
[05]Technology
A modern stack, chosen to last.
Proven infrastructure, with AI where it earns its place. We build on platforms your future team can maintain.
AI & DATA / 05
FRONTEND & MOBILE / 05
BACKEND / 05
CLOUD & AUTOMATION / 05
[06]More services