Products

Software products for recurring operational problems.

Products developed by UnitOne AI for customer operations and commercial scope intelligence.

SOFTWARE PRODUCTS

Focused software for work businesses repeat every day.

Alongside client engineering, UnitOne AI develops focused products for recurring operational problems. Beyond Replying is available for sales conversations and connected operations. Treaty is in development.

Products by UnitOne AI.

PRODUCTS

Beyond Replying · Available

Sales conversations across client-selected channels, connected to business knowledge, stock, and order workflows.

Treaty · In Development

Scope intelligence for service businesses—helping teams understand commitments, identify scope changes, and manage commercial follow-through.

RESEARCH & DEVELOPMENT

Product concepts we are exploring.

Our software product work is an R&D programme: define a recurring problem, explore a prototype, and evaluate whether it earns a place in a real workflow.

RESEARCH DIRECTION

Document-to-workflow tools

Explore turning invoices, requests, and business documents into structured records with source references and a review queue.

Evaluate extraction accuracy, correction effort, and handling of missing information.

RESEARCH DIRECTION

Knowledge assistants

Investigate permission-aware search across business documents, with answers linked to their sources.

Evaluate retrieval quality, unsupported answers, access boundaries, and response cost.

RESEARCH DIRECTION

Operations workspaces

Explore lightweight software for requests, approvals, tasks, and exception tracking across teams.

Evaluate whether users can complete a task, understand its status, and recover from errors.

Technology under consideration.

Tools are selected for each research question. These are candidate approaches, with adoption dependent on evaluation.

Interfaces & APIs: React, TypeScript, Python, and Node.js are options for prototyping interfaces and service boundaries.
Data & retrieval: Relational databases, document stores, and vector search can support records, source retrieval, and controlled access.
AI evaluation: Model APIs, structured outputs, test datasets, and human review help assess usefulness, failure modes, and operating cost.

How a concept moves forward.

Define the problem and constraints → build a focused prototype → evaluate against agreed criteria → refine or reconsider. Each stage has defined evaluation criteria, with product readiness and field suitability assessed through testing and review.

AVAILABLE

Turn conversations into sales, then keep the work moving.

Meet customers on the channels they use. Guide them with relevant suggestions, check live price and stock, and coordinate orders through integrations scoped to your business.

Explore Beyond Replying

01Sales guidance02Client-selected channels03Customer context04Orders05Inventory06Fulfilment07Scoped channels08Human review

IN DEVELOPMENT

Treaty brings scope commitments and commercial follow-through into view.

Scope intelligence for service businesses—helping teams understand commitments, identify scope changes, and manage commercial follow-through through a private, accountable workspace.

Explore Treaty

01Commitment records02Scope-change signals03Commercial follow-through04Reviewable decisions

SOFTWARE R&D · EXPLORATORY WORK

Early product work stays separate from available products.

Exploratory work starts with a recurring task and is not presented as a released capability until it has passed the appropriate product and operational checks.

Identify the recurring task

Define who performs it, how often, what information they need, and where the current process breaks down.

Build the complete workflow

Connect inputs, data, permissions, and user actions. Make error states and the next step clear.

Evaluate the useful result

Check whether users can finish the task, review AI output, and recover when information is missing.

SELECTED WORK

Explore client applications and reference workflows.

See the interfaces and operational flows behind commerce platforms, customer portals, and business automation. Each overview explains the application and its capabilities.

Explore selected work

Client Platform Engineering

Agricultural R&D

PRODUCT DISCUSSIONS

Which recurring task needs better software?

Share a workflow, a user problem, or a potential product collaboration.

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