Quad.
Leading agentic
trust work.
Quad turns scattered company knowledge into verified, customer-ready work. Every answer is grounded in evidence, gated by approval, and replayable end to end.
Open Dashboard- +Audit public claims against your company brain.
- +Catch missing, stale, or conflicting answers.
- +Flag the exact source that caused each gap.
- +Pull proof from docs, tickets, code, and infra.
- +Collect only what the answer actually needs.
- +Cite the source behind every fact.
- +Ground each answer in real evidence.
- +Block weak or unsupported claims.
- +Learn back only what it can prove.
- +Route sensitive actions to a human.
- +Ship the fix, packet, or update in place.
- +Leave a replayable QuadChain receipt.
Runs on
Quad is a company-aware AI employee that turns customer and trust questions into completed, verified work.
It connects your helpdesk, docs, CRM, and code, grounds every answer in evidence, ships through approval, and learns only what it can prove. The brain you see at the end was built during the work.
Every answer cites the source it came from.
Quad evaluates its own work before it ships.
Sensitive actions wait for a human.
Replay any run, step by step, with receipts.
Quad starts with sparse memory. As it works it collects evidence, validates it, and writes back only what it can prove.
Quad learns your company as it works.
Connect
Plug into helpdesk, CRM, docs, and code.
Collect
Pull the exact evidence each task needs.
Validate
Score grounding before anything ships.
Ship
Execute through approval, then verify.
Every answer Quad ships cites its evidence, passes an eval, and leaves a replayable receipt. No vibes, receipts.
The work, with receipts.
Q · Do you enforce MFA across the whole org?
Yes. MFA is enforced for every employee and contractor, no exceptions.
The same runtime underneath every workflow: verified memory, tiered approvals, and proof-carrying handoffs.
The runtime underneath every AI employee.
Company Brain
001Durable, org-scoped memory that holds only verified facts, with the source behind each one.
Approval Gates
002Every write action runs through a tier. Sensitive steps wait for the right human.
QuadChain
003Proof-carrying compression. Every handoff ships with a tamper-evident receipt.
Quad reads from and acts in the systems your company already runs on. Retrieve evidence, trigger workflows, and ship updates in place.
Works with your stack.
GitHub
Salesforce
Google Cloud
Snowflake
Slack
Notion
HubSpot
Zendesk
AWS
Dropbox
Jira
Linear
Oracle
Databricks
Intercom
GitLabOne pass compares every public claim against your internal source of truth, and shows the exact page that caused each gap.
See where trust breaks.
Enterprise AI deals are blocked by data security before model quality. Quad is built for the security review, not around it.
Send less. Prove everything.
Data minimization
001Quad sends the smallest verified evidence packet, never your whole company brain.
Tenant isolation
002Every customer's context is isolated, encrypted, and access-scoped by default.
Proof on every call
003A receipt shows exactly what context each model call used, and why.
You own the data
004Permission-aware retrieval, redaction, and tenant-scoped retention and deletion.
QuadChain is not summarization. It is compression with measurable downstream preservation and proof-carrying handoff verification.
Compression you can audit.
| eval surface | raw tokens | QuadChain | saved / reduction | preservation | trust signal |
|---|---|---|---|---|---|
| Single-context compression | 2,250 | 1,383 | 867 / 38.53% | Evidence 41/41 · concepts 38/38 | Readiness 1.000 |
| 4-agent routed workflow | 9,000 | 2,283 | 6,717 / 74.63% | Evidence 41/41 · concepts 38/38 | Role packets verified |
| Actual scale ladder | 1,858,850 | 605,450 | 1,253,400 / 67.43% | Evidence 36/36 · role prompts 144/144 | 24 routed prompts |
| 115k-token context | 115,038 | 74,813 | 40,225 / 34.97% | Evidence 12/12 | Measured, not projected |
| Verified rehydration harness | Budget matched | Selective repair | 88.89% mean | Task score 0.939 · accepted 210/240 | Fails unsafe packets |
| Proof-carrying handoff | N/A | Certificate envelope | Raw onchain: 0 bytes | Handoff 4/4 | Rejects 4/4 attacks |
source: token-diet-results / quad-chain-eval.json
Frequently asked questions.
Open the dashboard
Watch Quad run a real trust workflow end to end, with evidence, approval, and a receipt.
Quad is a company-aware AI employee for enterprise trust work. It finds the evidence, grounds an answer, validates it, ships through approval, and leaves a receipt for every step.
No. Quad learns from your existing systems as it works. It writes back only facts it has verified, with the source attached, so the brain gets smarter without ever learning a guess.
Quad connects to major helpdesks, CRMs, doc stores, and code hosts out of the box, plus 150+ more. New connectors install through the registry without touching the runtime.
Yes. Every write action runs through an autonomy tier. Routine work auto-executes, sensitive actions wait for the right human, and nothing ships outside your policy.
Quad minimizes what leaves your tenant and proves what did. SOC 2 Type II, tenant isolation, redaction, and a receipt showing exactly what context each model call used.
Every answer cites its source, every run is traced step by step, and every compressed handoff ships with a QuadChain receipt. You can replay any decision end to end.