Insights
Document AI that stays in your building
Written for the people who have to sign off on it — partners, finance directors, medical directors, IT leads, and the developers who wire it into everything else.
Assessing data-protection risks when law firms use public AI tools
A practical framework for reviewing confidentiality, data protection, and vendor controls before staff use public AI tools with client material.
Read articleReviewing a long loan agreement with a local document AI workflow
A working method for locating penalty clauses, dates, and obligations in long agreements using local document search with page-level citations.
September 28, 2026Cloud AI subscriptions versus an on-premises appliance: a five-year cost comparison
What a 25-person team really pays for per-seat AI over five years, and how that compares with a one-time appliance purchase.
September 28, 2026The foreign-card problem: paying for serious AI tooling in local currency
Why corporate USD card limits keep stalling AI rollouts in Nigeria and West Africa, and how a one-time local purchase avoids the renewal cycle entirely.
September 28, 2026Patient records and cloud AI: what hospitals should settle before anyone uploads a file
Medical summaries, discharge notes, and case files contain protected health information. A practical look at keeping document AI inside the hospital network.
September 28, 2026When the fibre cuts: why your document AI should not depend on the internet
Subsea cable faults, site outages, and rural deployments all stop cloud AI dead. What an offline-first appliance does differently.
September 28, 2026You do not need a GPU server room to run useful AI on your documents
Why a small, low-power appliance is enough for office document question-answering, and where that trade-off does have limits.
September 28, 2026Shadow AI: your staff already use AI at work, just not the one you approved
Why blanket bans fail, what employees are actually pasting into chatbots, and how to give them a sanctioned tool they will prefer.
September 28, 2026The hallucination trap: page-accurate citations matter more than model size
A very large model that invents a clause is more dangerous than a small one that refuses to answer. How grounding, citation, and refusal should be tested.
September 28, 2026Connecting a local AI appliance to internal systems through its API
How developers issue keys, query an on-premises document index programmatically, and add intelligent search to an existing ERP or intranet.
September 28, 2026Where does your data go when you use AI Box?
Follow a document from upload through local indexing and question-answering, and learn which configuration choices can send prompts to another service.
October 2, 2026From first boot to your first cited answer
A practical getting-started path for connecting an AI Box, setting an administrator password, uploading a test document, and checking the answer against its source.
October 2, 2026Backups, offline updates, and replacing an AI Box
What the encrypted backup contains, how signed USB updates are checked, and what to plan before restoring data to a replacement appliance.
October 2, 2026Is a Raspberry Pi appliance right for your document workload?
A workload-first way to evaluate local document AI, recognize when to run a pilot, and request a higher-performance assessment without relying on unverified speed claims.
October 2, 2026Software licence or turnkey box: running AI Box on a server you already own
When the $399 software licence on your own Linux server makes more sense than the $599 plug-and-play box, and what your IT team needs to check first.
October 12, 2026Comparing vendor bids and audit files without uploading them to the cloud
How procurement and audit teams can use AI Studio's compare and extract tools to spot price differences, penalty clauses and missing items across competing bids.
October 12, 2026Build an internal knowledge assistant with the AI Box developer API
Connect your intranet, help desk or chat tool to AI Box in a few lines of Python or JavaScript, using its OpenAI-compatible endpoint and folder-scoped keys.
October 12, 2026Universities: searching departmental archives and accreditation files in seconds
How registries and faculties can turn scattered policies, syllabuses, minutes and accreditation evidence into one searchable, cited knowledge base.
October 12, 2026A contract review playbook: finding deadlines, caps and red flags faster
A step-by-step method for in-house teams to review agreements with AI Studio's analysis tool, with every finding linked to its page.
October 12, 2026See it answer a question on a real document
Try the sample documents on the product page, then configure the box you need.