Retrieval over your own documents
Wikis, tickets, contracts and PDFs indexed in your environment, with access rules that mirror your permissions.
Real-time intelligence
Service
Answers with citations from your messy stack.
Agents that read wikis, tickets, contracts, PDFs and live market data and return answers with citations and graded evidence your auditors can sign off on.
What it is
Real-time intelligence agents read the documents and data your business already produces, from wikis, tickets and contracts to spreadsheets and competitor prices on the open web, and return answers with the evidence attached. Agnotiq grades that evidence with a rubric before it reaches you, so a weak source never becomes a confident answer.
Most of what a business knows is scattered across PDFs, tickets, spreadsheets and the web. Getting an answer means someone digging, and the answer arrives without a source. Our intelligence agents do the digging continuously and show their work: every finding carries a citation and a quality grade.
The same pattern powers MarginTide, our pricing-intelligence product, where a planner agent decides what to check, researcher agents gather evidence in parallel, and a grader scores every data point before it reaches the dashboard. We apply it to internal knowledge, market monitoring and analytics.
What you get
Included in every engagement.
Citations on every answer
Each claim links to the passage or data point it came from, so auditors and compliance can check it.
Evidence grading
A rubric scores the strength of every source. Weak evidence is sent back for another pass instead of being surfaced.
Continuous monitoring
Agents that watch a market, a mailbox or a data feed around the clock and alert when something changes.
How it works
From discovery to production.
Inventory the sources
We list the documents, systems and feeds that hold the answers, and who is allowed to see each.
Build the retrieval layer
Indexing and access controls in your cloud, tested against the questions your team actually asks.
Write the grading rubric
With your experts, we define what strong evidence looks like and score every answer against it.
Ship with citations
Answers, alerts and reports go out with sources attached, and the eval suite tracks accuracy over time.
The full five-phase rhythm is on the process page.
A good fit when...
- Teams that answer the same questions repeatedly from a pile of documents.
- Businesses that need to watch prices, competitors or a data feed without manual spot-checks.
- Regulated or audited environments where an answer without a source is not an answer.
Agents already doing this work.
Pricing intelligence
Price Checker Agent
24/7Continuous market monitoring
5+ hrsManual checks removed weekly
InstantAlerts on pricing pressure
View case study
Analytics
Data Analyst Agent
< 5 minFrom CSV to full report
6+Chart types built automatically
100%Repeatable, consistent analysis
View case study
Support ops
Customer Support Automation
98%Routed to the right team
2×Faster time to resolution
4.8/5Customer satisfaction
View case study
Questions we hear first.
Yes, with two additions we consider non-negotiable: every answer cites its sources, and every source is graded against a rubric before it can be used. That is the difference between a search box and an agent your auditors will sign off on.
No. Indexing and retrieval run in your cloud or a sandbox stood up under your security review. We write evals against synthetic equivalents of your data so we can iterate without exposing it.
We are model-agnostic. Each workload is benchmarked across frontier and open models, routed at runtime, and rebenchmarked every quarter. Your contract is with us, not with a single provider.
Yes. The same pipeline behind MarginTide watches retailer prices across the open web, grades the evidence and delivers margin-aware recommendations. We build equivalent monitors for other feeds.
More answers on the FAQ page.
More ways we put agents to work.
Task automationMulti-step AI agents that take over long, repetitive tasks.Agentic workflowsAgentic workflows that move work across the tools you already use.Custom AI agent developmentCustom AI agents designed, built and shipped in your repository and cloud, with the eval suite, telemetry, model routing and runbook included from day one..AI strategy consultingOperator-led AI strategy.For operations leadersFor operations leaders, Agnotiq deploys AI agents that take over recurring coordination work across the systems the business already runs: routing, follow-up, approvals, status updates and reporting.For customer teamsFor customer support and success teams, Agnotiq builds agents that capture complete details at intake, classify and route every request by your rules, draft replies matched to the conversation, and escalate exceptions to a person.
Let's build
Have a workflow that deserves an agent?
Tell us what's eating your team's afternoons. We'll come back inside three days with a discovery plan, a price, and the names of the engineers we'd put on it.