Redaction pipeline
Five stages. Layered defence.
Each stage has a job. Together they catch what regex alone cannot.
-
01
Regex pass
UK-specific patterns — postcodes, NI numbers, VAT numbers, IBANs, sort codes, Luhn-validated cards, email, phone. Fast and precise.
-
02
Named entity recognition
A local spaCy model finds person names, organisations, places, and money references that no regex can reliably catch.
-
03
Custom rule pack
Your client list, project codenames, internal product names, supplier names. Loaded per organisation by your admin.
-
04
Optional LLM cross-check
A small local model gets a second look at the prompt; configurable per organisation, off by default for latency, on by default in regulated tiers.
-
05
Deduplication and approval
Findings are merged, the user sees the sanitised version, and one click sends it.
Before
Draft an offer letter for Sarah Patel for the 3-bed flat at 14 Cromwell Road, SW7 4XL. Her solicitor is at Henderson & Co.
After
Draft an offer letter for [PERSON_1] for the 3-bed flat at [ADDRESS_1], [POSTCODE_1]. Her solicitor is at [ORG_1].
On the way back, placeholders are restored so the letter reads naturally.
LLM router
Use any model. Control who uses what.
The Gateway can route to:
-
Local models on the appliance
Qwen 2.5, Llama, and others — included with the appliance.
-
Trinito-managed cloud
We bill; you get a monthly token allowance — resold Ollama Cloud plus selected direct providers.
-
Your own keys
BYO OpenAI, Anthropic, and Google. Your credentials, your invoice.
The admin chooses per-model whether the model is on, who can use it, and which credentials apply. New models can be added by the admin from a curated catalogue.
Audit log
Every prompt. Every redaction. On the appliance.
Every prompt, every redaction, every send is recorded in an append-only audit log on the appliance. The log is hash-chained at the database level — tampering breaks the chain. Compliance can export the last 90 days as a signed CSV.
Hardware specs
Three appliances. Capability scales with tier.
Specs-first overview. See pricing for list prices.
|
Trinito Compact |
Trinito Standard |
Trinito Sovereign |
| CPU / NPU |
8-core CPU with integrated 50 TOPS NPU |
8-core CPU with integrated 50 TOPS NPU |
12-core CPU with integrated 80 TOPS NPU |
| Unified memory |
32 GB |
64 GB |
96–128 GB |
| Storage |
1 TB NVMe |
3 TB NVMe |
4 TB NVMe |
| Inference throughput |
~28 tok/s on Qwen 2.5 7B |
~45 tok/s on Qwen 2.5 7B |
~80 tok/s on Qwen 2.5 7B |
| Noise level |
Near-silent (fanless) |
Near-silent (fanless) |
Near-silent |
| Power draw |
~28 W typical |
~32 W typical |
~90 W typical |
| Dimensions |
192 × 192 × 48 mm |
192 × 192 × 48 mm |
262 × 197 × 80 mm |
| Warranty |
3 years |
3 years + priority support |
3 years |
Browser extension
Works where your team already goes.
Install the Trinito extension in Chrome or Edge. When staff visit
chat.openai.com,
claude.ai, or
gemini.google.com,
the extension routes their prompts through the office Gateway. No retraining required. Falls back to blocked if the Gateway is unreachable, with a clear explanation.
Prompt Shield enabled is what the extension shows in the toolbar.
Integrations
Shipping in v1. Planned next.
Shipping in v1
REST + streaming API
Drop-in alternative to the OpenAI API shape — prompts redacted on the appliance before they leave your network.
Planned
Microsoft Teams bot
Mention the bot in a channel; responses return rehydrated. Audit-logged on the appliance.
Planned
Slack bot
Same model as Teams. Per-channel policy and per-user authentication via SSO.
Deployment
What installation looks like.
- Plugs into your office network
- First-boot configuration via local web UI
- Active Directory / Entra ID single sign-on
- MFA out of the box
- Remote management via Trinito's secure tunnel (opt-in, signed WireGuard, off by default for air-gapped customers)
Comparison
Four options, one that actually works.
The homepage table, expanded for buyers who need the detail.
|
Do nothing |
Block AI tools |
SaaS DLP |
Trinito AI Gateway |
| Staff use AI |
Yes |
Only on phones |
Yes |
Yes |
| Data stays in your office |
No |
Yes |
No — via vendor |
Yes |
| Audit trail |
None |
Partial |
Vendor-hosted |
On-appliance, hash-chained |
| Works with ChatGPT / Claude / Gemini |
Yes |
No |
Some |
All three, plus more |
| Capex, not per-seat |
— |
— |
Per-seat |
One box, monthly LLM |
| Custom rules you control |
— |
— |
Vendor-controlled |
Per-organisation rule pack |
| Air-gapped deployment |
— |
— |
No |
Sovereign tier |
| UK-built |
— |
— |
Mostly US |
Yes |