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When your team asks a question,
GiiS delivers the verified answer.

Your team spends hours every week hunting for answers that already exist somewhere inside your organisation — buried in Slack threads, Confluence pages, GitHub pull requests, Google Drive folders, and email chains. GiiS.ai connects every data source, runs a six-stage retrieval pipeline grounded in your actual documents, and surfaces the right answer in under 35 seconds — with inline citations back to the source. Not a guess. The answer.

Built on GiiS Search (the enterprise RAG engine that beat ChatGPT Enterprise 64–76% of the time across 99 real workplace questions) and GiiS Flow (the visual AI workflow builder trusted by AWS, Accenture, and Deloitte). GiiS combines both into a single, self-hostable AI platform your team will actually use.

30x
ROI Measured
Ramp case study
64%
Win vs ChatGPT Enterprise
EnterpriseRAG-Bench
34.7s
Median Answer Speed
vs 45.4s ChatGPT
40+
Live Connectors
OAuth < 5 min
Under the Hood

The 6-Stage Retrieval Pipeline
That Finds What Others Miss

Most enterprise AI tools run a single search pass and hand the results directly to the LLM. That approach produces hallucinations and misses critical context. GiiS runs a structured six-stage pipeline that filters noise before the LLM ever sees it — the same pipeline that produced a 23% recall improvement and 343 ms median retrieval across 6.8 million document chunks.

01
LLM Query Generation
Parallel Query Expansion
Instead of passing your raw question to the search index, GiiS uses an LLM to generate multiple parallel queries: a semantic rephrasing, keyword-heavy variants, and broad searches. Multi-part questions are automatically decomposed so each component is searched independently. This single step recovers answers that single-query systems miss entirely.
02
Hybrid Search & Recombination
Vector + BM-25 Fusion
Each generated query hits the hybrid search index simultaneously — combining dense vector search (semantic similarity) with BM-25 keyword matching. Results are combined using weighted Reciprocal Rank Fusion. Adjacent document chunks are merged to preserve continuous context across chunk boundaries. 343 ms median retrieval across 6.8M chunks.
03
LLM Selection
Intelligent Chunk Filtering
The LLM reviews all retrieved chunks across documents and selects only the most promising results. This eliminates noise before it reaches the generation step and dramatically reduces downstream hallucination risk. Most RAG systems skip this step entirely. It is one of the two biggest drivers of accuracy in the GiiS pipeline.
04
Context Expansion
Per-Document Context Expansion
For each selected document, an LLM reads the surrounding chunks to decide how much additional context is needed. This runs in parallel per document for speed. The result: answers grounded in complete context rather than isolated fragments. Most RAG systems also skip this step. Together, steps 3 and 4 are the primary accuracy drivers.
05
Prompt Building
Structured, Citation-Rich Prompt
Selected and expanded document sections are assembled into a structured prompt that includes inline citations, relevant chat history, and keyword-matched references. The LLM has everything it needs to generate a grounded, traceable answer — not a plausible-sounding guess.
06
Answer Synthesis
Grounded Answer with Citations
The LLM generates a final answer grounded entirely in the retrieved context. Every claim links back to the exact source document and page. Users can verify any answer in one click. Upvotes, admin boosts, and time decay continuously refine ranking — the system gets smarter the more your team uses it.
343ms
Median Retrieval
across 6.8M chunks
23%
Recall Improvement
adaptive query classification
Steps 3–4
Biggest Accuracy Drivers
skipped by most RAG systems
99
Real Workplace Questions
220K docs, blind LLM judges

Head-to-Head Win Rates — 99 Real Workplace Questions

vs ChatGPT Enterprise64% win rate
vs Claude Enterprise68.1% win rate
vs Notion AI76% win rate
Answer Speed — GiiS 34.7s vs Notion 46.7s26% faster than slowest

Take it for 14 days.
You'll know by day three.

let you try the product with your own data, in your own environment, before any money changes hands. No demo. No slides. The real thing, with your actual documents and your actual questions.

🔓
Day 1 — Connect Your Data
Connect Slack, Google Drive, Confluence, GitHub, Jira — or all five. GiiS begins indexing immediately in the background. By the end of day one, your team's entire knowledge base is searchable. Your documents. Your context. Your results.
🔍
Day 3 — Your First Real Answers
Ask the questions that currently take your team 30 minutes to answer. Watch GiiS find the relevant Confluence page from 18 months ago, cross-reference it with the Slack thread from last week, and surface a cited, verified answer in under 35 seconds. This is the moment teams know.
📈
Day 14 — The Data Is In
Ramp measured 30x ROI after 90 days. At day 14 you will have answered hundreds of real questions, freed up hours of engineering and ops time, and have concrete numbers to bring to your leadership team. Tony Rios, Director of Product Ops at Ramp, calls it "a huge productivity boost."
Pre Order & Join the Waiting List — Credit card required.
Your data is indexed securely. Permission-aware from day one. Cancel with one click.
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AI Chat

The AI Chat That Knows Your Organisation

GiiS Chat is not a wrapper around a single LLM. It is a model-agnostic interface that connects to every major AI model — and to every piece of knowledge your organisation has ever created. Every conversation is grounded in your actual data, not training data from the public internet.

🤖
Model Agnostic
Every Major LLM, Out of the Box
GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, Llama 3.3, Mistral Large — all available from day one. Switch models per conversation or set a default for your team. Self-hosted models (Ollama, vLLM, LM Studio) connect in minutes. Multi-modality, function calling, and reasoning mode supported across all providers with no additional configuration.
🔎
Deep Research
Web Search + Internal Search, Combined
Deep Research mode chains multiple search steps — across your internal documents and the public web — to synthesise comprehensive answers to complex, multi-step questions. Not a single query. A full research loop that cross-references sources, identifies contradictions, and builds a structured answer with citations from every source it consulted.
💻
Built-In Tools
Code Interpreter, Data Analysis, Image Generation
The code interpreter runs Python in a sandboxed environment — your team can ask GiiS to analyse a CSV, plot a chart, run a regression, or debug code without leaving the chat window. Image generation (SDXL, Stable Diffusion 3) is available inline. Memory persistence means the AI remembers context across sessions, reducing the need to re-explain your team's background on every conversation.
📄
File Upload
Drop Any Document Into the Conversation
Upload PDF, Markdown, PowerPoint, CSV, Excel, images, audio, and more directly into a chat window. GiiS indexes the uploaded content immediately, making it queryable alongside all your connected data sources. Use this to analyse a contract against your company's standard terms, compare a proposal against internal precedent, or query a dataset you just exported from Salesforce.
👥
Team Collaboration
Share Chats, Track Quality, Improve Over Time
Share individual conversations with teammates or entire teams. Admins can provide feedback on AI responses to improve answer quality over time — upvotes and boosts refine the ranking engine automatically. Usage analytics show which questions are being asked most frequently, where the knowledge gaps are, and which documents are driving the most value. The system gets measurably smarter as your team uses it.
🔒
Permission-Aware
Users Only See What They Are Allowed to See
GiiS synchronises access control lists from Confluence, Jira, GitHub, Google Drive, Gmail, Slack, Salesforce, and SharePoint automatically. A user in the Sales role cannot retrieve an answer grounded in an HR document they do not have access to — even if they ask the exact right question. ACL sync runs continuously in the background with no manual maintenance required.

Where is your team right now?

On a scale of 1 to 10 — how much time does your team lose every week because the right information is not instantly accessible?

1 — minimal5 — noticeable10 — critical
Move the slider to see your personalised analysis.
Stop losing time. Pre Order & Join the Waiting List today.
Connect your first data source in under 5 minutes. See results the same day.
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Agents & Actions

AI Agents That Work Across Your Entire Stack

GiiS Agents are not chatbots with a system prompt. They are fully configurable AI workers that understand your organisation's specific context, can take actions in external systems, reason across multiple steps to complete complex tasks, and proactively engage users when relevant information surfaces. Each agent is a deployable, shareable unit with its own knowledge base, tool access, and analytics.

Configurable Behaviour
Custom Prompts + Knowledge + Tool Access
Configure each agent with a custom system prompt that encodes your organisation's terminology, policies, and communication style. Attach specific knowledge sources — a subset of your connected data, uploaded documents, or specific connector folders. Grant access to external Actions (API calls, database writes, webhook triggers) that the agent can invoke to complete tasks. The agent only knows what you give it and only does what you allow.
💡
Autonomous Actions
Multi-Step Reasoning Across Systems
GiiS Actions allow agents to complete complex, multi-step tasks that span multiple external tools. An agent can receive a question, query your internal knowledge base for context, call a Salesforce API to retrieve the relevant account history, cross-reference it with a Jira ticket, and produce a synthesised answer with recommendations — all in a single interaction. The agent reasons between steps, decides which tools to invoke, and explains its chain of thought.
📊
Team Collaboration
Share Agents, Monitor Usage, Iterate
Share agents with specific users, user groups, or your entire organisation. Monitor usage with detailed analytics: which questions are being asked, which Actions are being invoked, where agents are succeeding, and where they are failing. Use that data to refine prompts, expand knowledge sources, and add new Actions. Continuous improvement is built into the workflow.
👔
Sales
Sales Intelligence Agent
A Sales agent knows your product documentation, pricing history, competitor analysis, past deal notes, and playbooks. When a rep asks how to handle a specific objection or what was agreed in a previous call with a prospect, the agent searches your CRM notes, email history, and internal docs simultaneously and surfaces a cited, actionable answer in seconds — not after a 20-minute Slack thread.
💻
Engineering
Engineering Knowledge Agent
The Engineering agent indexes your GitHub repositories, Confluence architecture docs, Jira tickets, and internal runbooks. New engineers onboard in days instead of months. On-call engineers debug incidents faster because the agent can cross-reference the error message, the recent deployment history, and the relevant architecture documentation simultaneously.
📞
Customer Support
Support Deflection Agent
A Customer Support agent trained on your product documentation, changelog, known issues log, and past ticket resolutions can answer 60–80% of inbound support questions without human intervention. Human-in-the-Loop approval ensures edge cases are escalated correctly. Full audit trail on every response keeps compliance teams satisfied.

What you lose if you remove any single layer.

GiiS is not a stack of features — it is a system of interlocking capabilities. Remove any one layer and the accuracy, security, or productivity advantage collapses. Here is exactly what each capability gives you, and what happens the moment it is gone.

Capability What it gives you What happens without it
6-Stage RAG Pipeline 64–76% win rate over every major competitor. Answers grounded in your actual documents, not hallucinated from training data. Single-pass search. No LLM selection, no context expansion. Competitors outperform you on accuracy. Hallucination risk rises sharply.
Permission-Aware Connectors ACLs from Confluence, Jira, GitHub, Google Drive, Slack, Salesforce, SharePoint sync automatically. Users only retrieve answers from sources they are authorised to see. Manual ACL management. Information oversharing incidents. Compliance violations. Security team says no to deployment entirely.
Human-in-the-Loop (HITL) Agents only act after a human approves. Full audit trail on every decision. Required for compliance in regulated industries. Autonomous agents act without oversight. Errors propagate into external systems (CRM writes, Jira tickets, emails sent). No audit trail for regulatory review.
MCP Server + Rich APIs Your team's unstructured knowledge available from Cursor, Claude Desktop, and any AI tool that supports MCP. All AI tools share the same context. Each AI tool is siloed. Your coding assistant does not know what your support agent knows. Your team re-explains context repeatedly across every tool.
40+ Live Indexed Connectors Continuous background sync across every connected source. Instant cross-source search. Works even when a source system is slow or down. 10+ separate tool subscriptions. No cross-source search. Paying for redundant capabilities. Answers limited to a single system at a time.
Visual Workflow Builder (GiiS Flow) Drag-and-drop multi-agent workflow orchestration. Build, test, and deploy AI pipelines without writing infrastructure code. YAML export for version control. Every new workflow requires engineering resources. Iteration cycle measured in sprints, not minutes. AI automation stays a prototype forever.
Keep all of these capabilities from day one.
All features included on every plan. Pro and Enterprise unlock higher limits and dedicated support.
Join the Waiting List →
Connectors

40+ Connectors. One Unified Knowledge Base.

Connect every tool your team uses in under five minutes per source using OAuth or API key. GiiS continuously indexes connected sources in the background — incremental syncs mean your knowledge base is always up to date. Unlike MCP-based retrieval, GiiS's indexed connectors return instant cross-source results, work when a source system is down, and enforce permissions automatically.

SlackGoogle DriveGmailGoogle Docs ConfluenceJiraGitHubGitLab NotionSalesforceHubSpotSharePoint LinearAsanaZendeskIntercom DropboxOneDriveS3Postgres AirtableGuruCodaSlab LookerProductboardFreshdeskMonday.com Web ScrapeRSSFile UploadCustom API

Indexed Connectors vs MCP — Why the Difference Matters

GiiS Indexed Connectors MCP (Live Query)
Cross-source search✓ Instant, across all sources simultaneously✗ One source per query
Permission sync✓ Automatic ACL sync from source✗ No permission sync
Works when source is down✓ Index is always available✗ Fails if source is unavailable
Speed✓ 343ms median across 6.8M chunks✗ Slow — live network request per query
Rate limit resilience✓ No dependency on source API limits✗ Fails under rate limiting
Setup time✓ OAuth or API key — under 5 minVaries by implementation

Your problems. GiiS's solutions. Side by side.

Let us be direct. Here is every pain point GiiS is built to solve, and exactly how it solves each one.

Your team waits hours for someone to find the right document or answer a basic question about company policy.
GiiS answers in 34.7s median — faster than ChatGPT Enterprise (45.4s), Claude (36.2s), and Notion AI (46.7s). Every answer is cited.
New hires take months to onboard because institutional knowledge is scattered across 10 different tools with no central search.
40+ indexed connectors make every document, Slack thread, GitHub issue, and Confluence page instantly searchable from a single interface. Ramp reports 1,000+ questions answered per week.
You are paying separate subscriptions for AI chat, enterprise search, workflow automation, and data connectors — none of them talk to each other.
GiiS bundles everything: enterprise RAG search, model-agnostic AI chat, visual multi-agent workflow builder, 40+ connectors, and Slack integration in one platform.
Your AI tools produce answers based on public internet training data, not your company's actual processes, policies, and history.
Every answer is grounded in your connected documents via the 6-stage RAG pipeline. GiiS never uses public internet data to answer questions about your organisation.
You cannot trust AI answers because there is no way to verify where the information came from.
Inline citations on every answer link back to the exact source document. One click to verify. Admin feedback and upvotes refine answer quality over time.
Vendor lock-in: migrating away from your current AI platform would mean losing all your data, configurations, and integrations.
Open-source, self-hostable (29,000 GitHub stars). MIT license. Your data stays in your infrastructure. Switch cloud providers or migrate to self-hosted at any time.
"GiiS is answering thousands of questions a week at Ramp. We tried a variety of other AI tools but none had the same answer reliability as GiiS. It's been a huge productivity boost as we continue to scale."
Tony Rios — Director of Product Ops, Ramp  ·  30x ROI measured  ·  ~30 min saved per user per day
Every one of those solutions is live in your trial from day one.
Free account. No credit card. Connect your first data source in under 5 minutes.
Join the Waiting List →

Early adopter pricing is available now.
It will not be available later.

There is no fake countdown timer on this page. We will not pretend a price increase is happening at midnight tonight. Here is the honest truth: GiiS is in its early adopter cohort right now. The teams who sign up during this window lock in current pricing permanently — even as we add features, scale infrastructure, and raise prices for new customers as the product matures.

What early adopters get
Current pricing locked in permanently. Priority access to every new feature as it ships. Direct channel to the founding team for feature requests and integration support. Your feedback shapes the product roadmap.
What later customers pay
Standard market rate, set when we have completed the initial cohort. Historically, SaaS platforms raise prices 30–60% between early access and general availability. The early adopter window does not reopen.
Lock in your rate. Free to start.
Pro: $59/mo locked permanently. Enterprise: $199/mo locked permanently. Upgrade or downgrade anytime.
Join the Waiting List →

The pros and cons. Both sides.

You should make this decision rationally. Here are the reasons teams hesitate — and, when you are ready, the specific reasons those hesitations do not hold up against the evidence.

Reasons teams hesitate
Why those reasons do not hold up
Switching costs and migration effort — moving off our current tool sounds painful.
Your free account requires zero migration. Connect a read-only OAuth integration. GiiS indexes in the background. Evaluate the product completely before removing anything from your current stack. The evaluation is non-destructive.
We do not know if it will work with our specific data sources and internal tools.
40+ connectors built and maintained. Open API for any source not on the list. Every connector uses OAuth or API key — under 5 minutes of setup. If your source is not listed, the team builds it. That is what the Enterprise tier includes.
Security and data privacy — our IT and legal team will have concerns.
SOC 2 Type II certified. GDPR compliant. Enterprise-grade encryption at rest and in transit. Self-hosted deployment available — your data never touches GiiS infrastructure. We provide the full compliance documentation package and a 1:1 with our security team for Enterprise evaluations.
We cannot justify the ROI before we have committed budget.
Ramp's ROI analysis is publicly documented: 30x ROI, 1,000+ questions answered per week, ~30 minutes saved per user per day. We replicate the same measurement methodology for your team during the trial. You have concrete numbers before any budget conversation.
Getting IT approval and legal sign-off takes time we do not have right now.
Start your trial under an individual account — no IT involvement required at the evaluation stage. We provide a pre-completed security questionnaire, penetration test summary, and executive briefing deck that compresses the typical approval process from weeks to days.
What if the team does not actually adopt it after we pay for it?
Usage analytics are available from day one — you see exactly who is asking questions, which documents are surfacing answers, and where knowledge gaps still exist. Teams at Ramp report immediate adoption because the answers are fast, accurate, and cited. The first time someone gets a 35-second answer to a question that previously took a 30-minute Slack thread, adoption takes care of itself.
Integrations & Developer Platform

GiiS Meets Your Team Where They Already Work

The most powerful AI platform is worthless if your team has to context-switch to use it. GiiS integrates directly into Slack, exposes an MCP server for AI-native tools like Cursor and Claude Desktop, and provides a full API surface for developers who want to build on top of the platform.

Slack Integration

Instant Answers Without Leaving Slack
@mention GiiS in any Slack channel and receive a cited answer grounded in your connected knowledge base in seconds — not the hours it currently takes to ping the right person and wait for a response. The answer includes source links so anyone in the thread can verify it.
📝
Channel & Thread Summarisation
Ask GiiS to summarise any Slack channel or thread. Join a meeting that has been running without you, catch up on a channel you have been ignoring, or get the decision summary from a 400-message product thread — in 10 seconds.
🤖
One Slack App Per Workflow
"Spin up as many Slack apps as your workflows demand with tag-able bots. Map each to a GiiS AI Agent to inherit its instructions and capabilities." A Sales bot. A Support bot. An Onboarding bot. Each with its own knowledge base, tone, and tool access.

Developer Platform

🔗
MCP Server — Your Knowledge in Every AI Tool
The GiiS MCP Server makes your entire team's unstructured knowledge available to any AI tool that supports the Model Context Protocol. Use it with Cursor to get architecture context while writing code. Use it with Claude Desktop to ground any conversation in your internal docs. Your knowledge base, available everywhere.
🔧
Rich APIs for Every Use Case
Full API coverage: message handling, agent creation and management, LLM configuration, Actions registry, user authentication, and fine-grained API key scoping. Build GiiS's RAG and agent capabilities into your own product. TypeScript and Python SDKs. Embedded chat widget for customer-facing deployments.
🌐
Open Source — 29,000 GitHub Stars
"GiiS being open source makes it really easy to build on for the more complex flows." — Kevin Shi, Staff Software Engineer. The full codebase is MIT licensed, actively maintained, and has an active community of developers building extensions, connectors, and custom deployments at companies around the world.

What would need to be true for your team to move forward today?

Tell us your specific concern. We will tell you exactly how GiiS addresses it — and if we can resolve it, we want you to start today.

Select a concern above to see the specific resolution.
If we can resolve your concern — will you start today?
We believe we can. Your free account is designed to answer every concern with evidence, not promises.
Join the Waiting List →

Cloud or self-hosted? Either way, you start today.

The question is not whether GiiS is right for your team — it is which deployment model fits your infrastructure and compliance requirements. Both paths start with a free account.

Option A
GiiS Cloud
Managed hosting. Live in 10 minutes. We handle infrastructure, security patches, backups, scaling, and uptime. You focus on your team's AI, not the plumbing.
  • 10-minute setup — no DevOps required
  • Automatic updates as new features ship
  • 99.9% uptime SLA
  • SOC 2 Type II, GDPR compliant
  • Free account forever, upgrade to Pro $59/mo or Enterprise $199/mo
Join the Waiting List →
Option B
GiiS Self-Hosted
Your infrastructure. Your full control. Docker or Kubernetes. Data never leaves your environment. Required for air-gapped deployments and organisations with strict data residency requirements.
  • MIT open-source license — full codebase access
  • Docker Compose or Helm chart deployment
  • On-prem, private cloud, or air-gapped
  • Community tier free forever
  • Enterprise self-hosted with support: $199/mo
Get Self-Hosted Guide →
Both paths start free. Both paths lead to the same powerful platform.
You can switch from Cloud to Self-Hosted at any time. Your data and configurations migrate cleanly.
Join the Waiting List →

We know this feels like a big decision.
It does not have to be.

You have probably been here before. A product that looked transformative in a demo, worked beautifully in a sandbox, and then quietly failed to deliver once it met your real data and your real team. We know that experience. It is why teams hesitate even when the evidence is compelling.

The Trial Starts When You Are Ready
Your free account has no expiry and no pressure. Log in, look around, and connect your first data source whenever you are ready. Upgrade to Pro or Enterprise only when GiiS has proven its value with your own data.
🔥
Cancel With One Click. No Questions.
If GiiS does not work for your team, you cancel with a single button click. No cancellation call. No win-back campaign. No surprise charge. The experience of leaving should be as respectful as the experience of joining. We would rather earn a returning customer than retain an unhappy one.
👔
The Evidence Comes From Your Own Data
We do not ask you to trust benchmark numbers from a lab or testimonials from companies you have never heard of. We ask you to connect your own Slack, your own Drive, your own Confluence — and ask GiiS the questions your team asks every day. The evidence arrives within 72 hours, and it is your evidence, not ours.
👑
Ramp Did It. So Did Teams at AWS and Deloitte.
Ramp measured 30x ROI after 90 days. Tony Rios, Director of Product Ops, calls GiiS "a huge productivity boost." The same platform powers AI deployments at AWS, Accenture, Deloitte, and Publicis through GiiS Flow. The production evidence is there. Your evaluation will tell you whether it holds for your specific context.
Start when you are ready. We will be here.
No credit card. No commitment. Free forever on the Free tier.
Join the Waiting List →
Pricing

Simple pricing. No surprises.

Free account always available.Credit card required. Upgrade, downgrade, or cancel anytime.

Pre Order Only Free Forever $29
$29 / forever
For individuals and small teams exploring AI-powered knowledge management.
  • Up to 5 connected data sources
  • 2 AI Agents
  • 100+ open-weight LLM access
  • Standard RAG search
  • Community support
  • File upload (PDF, MD, CSV)
  • Slack integration
  • Human-in-the-Loop
  • MCP Server access
  • Usage analytics
Enterprise Pre Order
$199 / mo
For organisations that need enterprise-grade security, compliance, and dedicated support.
  • Everything in Pro
  • Unlimited Agents & workflows
  • SSO / SAML authentication
  • SOC 2 Type II documentation
  • Self-hosted deployment support
  • Custom LLM fine-tuning
  • Dedicated success manager
  • SLA: 99.9% uptime guarantee
  • Security review package
  • Custom connector development
FAQ

Common questions, direct answers.

Your team asks questions all day.
GiiS makes sure they always get the right answer.

"GiiS is answering thousands of questions a week at Ramp. We tried a variety of other AI tools but none had the same answer reliability as GiiS. It's been a huge productivity boost as we continue to scale." Tony Rios — Director of Product Ops, Ramp  ·  30x ROI  ·  1,000+ questions/week  ·  ~30 min saved per user per day

Pre Order & Join the Waiting List today. Connect your first data source in under 5 minutes.Credit card required. Upgrade only when you are ready.