Layer 02 · Knowledge

Your AI knows your business — not the entire internet.

Upload PDFs, manuals, contracts and spreadsheets. Synapse organizes, indexes and answers based on your real documents, with source citation. No hallucination. Always up-to-date when you add something new.

See full architecture
3-5×
more precision than plain RAG
0%
hallucination tolerated
~280ms
average response time
JM
"What is the maximum discount I can offer to a retail category B client?"
searching your knowledge · semantic + rerank · 3 docs
B
For retail category B clients, the maximum discount is 12% on orders above R$ 50,000. Above that limit, requires Sales Director approval.
The problem with generic AI

ChatGPT knows the whole internet. Doesn't know anything about your company.

When your team asks about discount policy, contract clause or internal process, generic AI answers confidently — but with wrong information. The result is worse than no AI: biased decisions, validation rework, lost trust.

Made-up answer (hallucination)

Generic AI invents numbers, clauses and procedures when it doesn't know. Convincing — and wrong. Decisions made on top become rework or loss.

Outdated knowledge

Model was trained up to X. Your policy changed yesterday. Answer uses old version without warning. Team has to manually validate everything — losing the speed gain.

No traceability

Where did this answer come from? Who approved? What document was queried? Generic AI has no audit. In regulated environments (finance, legal, healthcare) this is a technical veto.

The solution: RAG with proprietary rerank

Four steps, one pipeline. All with humans in command.

RAG (Retrieval-Augmented Generation) is the industry standard for anchoring AI in your own knowledge. Synapse adds proprietary rerank that delivers 3-5× more precision than common RAG — and human governance before any source becomes an answer.

Step 01

Upload your documents

PDFs, DOCX, XLSX, contracts, manuals, policies, databases. Drag and drop or native connector. No limit on folders, hierarchy or source type.

PDFDOCXXLSXSQLAPI
Step 02

Automatic organization

Synapse splits into semantic chunks, vectorizes and indexes. You approve each new source before it becomes an answer to the team. No IT, ready in hours.

No IT neededHuman approvalReady in hours
Step 03

Right answer on top

The question becomes an embedding, search runs in two layers — semantic + proprietary rerank. The right answer stays on top, not the closest match to the question.

3-5× precisionBluey Rerank
Step 04

Answer with citation

Every answer cites the source document, page and clickable link. If the base doesn't have it, the AI says "I don't know" — instead of making it up. End-to-end auditable.

No hallucinationAuditablePrivacy
Real use cases

Five areas that got faster — without losing control.

See how Your Knowledge applies across different mid-market departments. Each area has its own documents — and each document becomes a reliable answer for the team.

Legal — Contract review in minutes

Upload your contract templates and standard clauses. Your Knowledge answers about any clause, identifies deviations and suggests adjustments citing the official template.

  • Templates by type (purchase, supply, NDA)
  • Standard clauses with approved versions
  • Exception policy and who approves each
−65% average contract review time
your-knowledge · legal
Can I accept a 24-month non-compete clause in this supply contract?
No. Bluey's standard template limits non-compete to 12 months. For extension, requires Legal Department + Direction (CEO or COO) approval.
supply-template-v2.pdf · page 4

Sales — Pricing policy always at hand

Price tables, channel discounts, commissions and exceptions become reliable answers for sales. No more "ask in the WhatsApp group" or "check the outdated spreadsheet".

  • Price tables by region, channel, category
  • Progressive discount policy and exceptions
  • Commission and bonus rules
+24% proposal cycle speed
your-knowledge · sales
Commission for SaaS recurring sale through partner channel?
8% on ARR in the first year, decreasing to 4% in following years. Applies only to Gold-tier partners or higher (see channels table).
channel-commission-2026.xlsx · tab "SaaS Recurring"

Finance — Policies and deadlines with no ambiguity

Refund policy, payment terms per supplier category, approval rules by amount. All at the finance team's fingertips, with clear source.

  • Approval rule by amount (authority)
  • Refund policy and deadlines
  • Tax rules by state and category
−42% in finance cycle cost
your-knowledge · finance
Payment of R$ 47,500 to new supplier — who approves?
Above R$ 30,000 for new supplier, authority is CFO + COO. For existing supplier, only CFO approves up to R$ 100,000.
authority-policy-v4.pdf · section 3.2

HR — Policies, benefits and processes

Vacation policy, home-office rules, benefits per level, PDP process. The AI answers with the official policy — not with conflicting interpretations by the team.

  • Updated internal policy manual
  • Benefits by level, tenure, area
  • Onboarding and PDP process
−70% fewer HR tickets
your-knowledge · hr
How many days of paternity leave?
20 calendar days, per Bluey's policy (8 days above the legal minimum of 5 days under Brazilian labor law). Request via HR system with 30 days suggested advance notice.
hr-policy-manual-v6.pdf · section 4.3

Operations — Manuals and SOPs always accessible

Standard operating procedures (SOPs), technical runbooks, support scripts. Operations AI answers with the updated procedure, even on night shift.

  • Versioned SOPs with human approval
  • Incident and escalation runbooks
  • Support scripts per channel
73% of demands resolved without escalation
your-knowledge · ops
Customer complained that order didn't arrive — what's the procedure?
1. Validate via tracking (SOP-23) · 2. If confirmed delay > 48h, open priority service ticket · 3. Notify customer within 2h with solution deadline. Auto-escalates if > 72h without response.
sop-23-complaint-handling.pdf · page 2
Technical spec

The details your tech team will want to see.

Serious RAG isn't just vectorization — it's a complete architecture combining search, rerank, governance and auditability. Here's how Synapse implements each piece.

Bluey's proprietary rerank

Two-layer search: vector (semantic) + Bluey-trained reranker. 3-5× more precision than plain similarity-based RAG. Drastically reduces "similar but wrong" answers.

Vector + rerankProprietary modelSub-300ms p95

Mandatory human approval

Every new knowledge source goes through human approval before entering the base that responds to the team. Without it, the AI does not query. Auditable per agent and user.

Native HitLAudit trailPer agent

Incremental updates

Add a document — the base updates in seconds. No retraining, no fine-tuning, no engineering queue. Automatic versioning: you can trace which version answered what.

No retrainingVersioningRollback

Multi-tenant with isolation

Each client has an isolated instance — your base never crosses with another client's base. Never used to train Bluey or third-party models. Branches system for corporate groups with isolation between units.

Multi-tenantNo cross-trainingIsolated branches

Mandatory citation

Every answer cites the source passage — document, page, clickable link. If the base doesn't cover, the AI says "I don't know". End of "the AI said" without proof: complete audit.

Always sourcedHonest "I don't know"Auditable

Privacy by design

Encryption at rest and in transit, granular access control via 113 permissions, auditable logs. Sensitive data can be marked as restricted — only authorized roles access.

Encryption at rest113 permissionsAuditable logs
Platform integration

Your Knowledge doesn't operate alone — it talks to the other 3 layers.

What gives Synapse its strength is the integration between layers. Your Knowledge feeds the squads, is queried by the multi-LLM router and respects HitL governance.

Squads query Your Knowledge

Before answering the client, each squad queries the base — doesn't invent. Company knowledge becomes context for every squad decision.

Multi-LLM picks the model

Simple question → cheap model. Complex analysis on top of Your Knowledge → top model. The router decides which brain processes the answer found by rerank.

Governance validates everything

Human approval before source becomes answer. Audit trail per agent. 113 granular permissions. Privacy by design.

Want to see Your Knowledge applied to one of your folders?

In a 45-minute technical demo, we index one of your folders, show the pipeline in action and let your team ask Synapse — with real source citations, from your real material.

See full architecture