[ Agents ]

AI that works while you sleep.

What shipped this week? What's blocked? What changed since last standup? Your team asks the same questions on repeat. Set the query once. It runs on schedule, pulls from every source, and delivers the answer before anyone has to ask.

[ Two Paths ]

Keep your runtime. Or use ours.

Your tools keep working. Precognita gives them your company's knowledge. Want something managed instead? Built-in agents handle the scheduling, the oversight, the delivery. Choose one path. Choose both. Same search, same permissions, same results.

Your Runtime

Your AI tools, your infrastructure. Precognita fills in the knowledge they're missing.

Claude
OpenAI
Gemini
LangChain
+ any
PrecognitaPrecognita Runtime

Managed agents with access control, audit logs, and scheduling.

Sprint Digest
Fridays 5pm
Entity Radar
Daily 9am
Precognita Knowledge

Same search, same permissions, same results

Your Existing Stack
Claude
Claude
Codex
Codex
Gemini
Gemini
Cursor
Cursor
Mistral
Mistral
LangChain
LangChain
...
Any MCP client
MCP
PrecognitaPrecognita MCP Server
precognita.searchSearch across all your sources at once
precognita.entitiesFind people, projects, and terms
precognita.browseBrowse sources with summaries
[ MCP Server ]

Bring your own agent.

Your AI tools already work. They're just missing your company's knowledge. Add Precognita and every assistant in your org gets the full picture. Each person sees only what they're allowed to. No code changes. No migration. Just connect.

[ REST API ]

No SDK required.

Give your LLM these instructions and it builds the integration for you. One prompt. That's it.

Paste into any LLM

Build me an agent that uses the Precognita REST API at https://precognita.com/docs/api to search our company knowledge base. It should take a question, call the search endpoint, and return an answer with source citations.

Standard REST. Works with any language, any framework, any agent SDK.

What shipped this week across all teams?

Based on merged PRs, completed Jira tickets, and this week's standups: the payments team shipped Stripe webhook retry logic, platform landed SSO for enterprise tier, and infra deployed the auto-scaling for peak traffic.

GitHub12 merged PRsJira23 completedSlack#standups

I can deliver this shipping digest to you every Friday.

Weekly Shipping Digest
Every Friday 5pm·Delivers to#engineering
[ Search → Agent ]

Ask once. Get answers forever.

Every search you run can become an agent that works on your behalf. Try a question today. Come back to it next week. Precognita spots the pattern and offers to take over. One click turns it into a scheduled briefing. The agent watches for changes across every source your team uses and delivers what matters, so you stop repeating yourself.

[ Entity Watch ]

Monitor concepts, not keywords.

Traditional alerts match exact strings. They miss everything else. Set a watch on APAC Expansion and Precognita catches “Asia-Pacific”, “APAC launch”, and “Asia market” too. Whatever your teams actually call it. Every cycle surfaces what's changed, so you see the pattern before it becomes a surprise.

Watch: "APAC Expansion"every 6h
matchingAsia-Pacific+ 2 more
[ WATCH ]precognita.entity_watch
concept: "APAC Expansion"
variants: 3 detected·delta: since 6h ago
[ WATCH ]precognita.search
query: APAC Expansion OR Asia-Pacific OR …
filter: created_after 6h ago
4 new results·4 sources

4 new mentions since last run. The partner shortlist was approved in #leadership, the launch timeline was revised, and a regulatory review is underway.

Slack#leadershipDrivetimeline docEmailregulatoryConfluenceplaybook
Leadership Digest
Active
Week of April 13

Enterprise pricing proposal finalized

APAC partner shortlist approved

4 decisions·18 threads·6 docs
Week of April 20

Q2 hiring plan signed off by board

Regulatory review passed in Japan

3 decisions·24 threads·9 docs
[ Recurring Synthesis ]

Same question. Fresh answers.

The work your team cares about never holds still. Last week it was pricing and APAC partners. This week it's hiring plans and regulatory wins. The query holds. The world moves, your agents keep up.