← INDUSTRIES
REAL ESTATE & CONSTRUCTION
Contracts, technical files, permits and progress claims carry the project’s risk. AI contributes exactly where reading is done by sampling today.
THE STARTING POINT
A real estate or construction project advances on documents: contracts, amendments, technical files, permits, progress claims, change orders. Risk shows up when something was written down and nobody got to it in time.
It is also an industry of coordination: owner, contractor, supervision, suppliers and authority all work on different versions of the same truth. AI does not replace that coordination; it means whoever coordinates arrives with the case already read.
WHERE WE SEE OPPORTUNITY
Locate obligations, deadlines, penalties and differences between versions.
Check documentation against requirements and flag what is missing before submission.
Assemble the supporting evidence and prepare the review with differences marked.
Answer on the project, the units and the terms from current documentation.
Compare technical and commercial proposals within one frame.
Internal precedent: what was decided on previous projects and on what assumptions.
WORKFLOWS WE REDESIGN
WHICH TECHNOLOGY, AND UNDER WHAT CONTROL
Extraction and version comparison across long documents, retrieval over applicable regulation and prior files with the source cited, and assisted review that surfaces findings for a person to validate. The legal or technical conclusion still belongs to a professional.
WHAT GETS MEASURED
How long a full contract or file review takes.
How many are caught in time rather than afterwards.
How many are avoided through complete documentation.
How long one takes from raised to approved.
How long a client question takes to get a substantiated answer.
These are the measures we propose for this industry, and the baseline is set before anything is built. We do not publish third-party results.
HOW BECOME CAN START
CONTINUE HERE
RECOMMENDED SERVICE
Define the strategy, prioritize the value and design the operating model.
WHAT IS USUALLY BEHIND IT
ENABLEMENT BY AREA
THE METHOD
Six stages and five systems: how we take an industry from ambition to value.
TECHNOLOGY
We don’t start with a model or a vendor.
We select technology based on the use case, data, risk level, architecture and your organization’s standards.
Depending on your approved environment, a solution may combine ChatGPT/OpenAI, Claude/Anthropic, Gemini/Google, Microsoft Copilot, other LLMs, APIs and enterprise tools.
Technology changes. Capability should remain.
OTHER INDUSTRIES
Financial services
Banking, insurance, fintech and asset management.
Mining & Energy
Asset-intensive operations, safety and compliance.
Retail & Consumer
Assortment, pricing, content and service at weekly speed.
Tell us your organisation’s context. We reply with the right starting point, not with a sales sequence.