G.state
AI Agents

AI Agent Development

We build AI agents that take over real business workflows — for our own operations and for our clients' sites. Below are anonymised examples.

SESSION01Cases

Case studies

01
Construction and building design

Exterior renderings and rough estimates from building drawings

Upload a building drawing and the platform generates an exterior rendering, a rough cost estimate and composites with site photos, with a quoting screen for subcontractors and a human-checked data loop for training our own 2D-to-3D model.

02
Construction (subcontractors and suppliers)

Quoting and invoicing app for subcontractors

Quote replies, slip capture, invoicing and payment checks are completed on a smartphone; text read from slips is routed by confidence to auto-confirm, one-tap confirmation or manual entry, and the original slips carry a fingerprint for tamper detection.

03
Disability welfare services (multi-site operator)

Staffing and audit support for welfare service providers

Automatic staffing-ratio calculation, a spreadsheet-like shift editor, a question-and-answer assistant over the relevant regulations, audit document preparation and generated improvement suggestions in one system.

04
Operators of long-running accounting and core business systems

AI-assisted modernisation of core systems with equivalence testing

Ledger, payables, sales, inventory and bookkeeping systems written in COBOL and RPG were converted to modern web systems, with every output diffed against the original programs (33/33, 27/27, 25/25, 45/45, 22/22) and business rules checked by truth tables (126/126, 234/234, 205/205).

05
Our own operations

In-house knowledge, meeting-minutes and writing agents

A knowledge bot that summarises pasted links and answers questions later, relevance-filtered notifications that learn from reactions, meeting transcription and minutes, article drafting and the chat on this site, running on self-hosted models.

06
Sales and marketing, ours and our clients'

Lead generation and sales-material automation

A multi-agent sales assistant that collects prospects from public information, scores them, writes per-company outreach, handles replies and scheduling, and generates tailored emails, landing pages and assets.

07
Our own development and operations platform

Autonomous AI team platform with approval gates

An execution platform where AI works autonomously, only irreversible actions are routed to human approval, and every action is logged with tamper detection; it is replicated across several internal projects.

Contact

App development, AI integration, creative production and more. Tell us what you're building.

Get in touch