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The engine that makes your business AI-native

Fostr is the universal AI harness. Connect your data, tools, and goals into a single context layer so AI actually works the way your business does.

Ask Fostr anything...
Why Fostr

Your data is an asset.
Start using it like one.

Those AI tools are powerful. Fostr is the engine that lets you harness them with the full context of your business.

Unified Intelligence

One brain for your entire operation.

CRM, pipeline, documents, and comms are woven into a knowledge graph that understands how everything connects.

Tasks
Data
Channels
Chat
Goals
Persistent Memory

Context that compounds.

Every conversation, decision, and data point builds institutional intelligence. No more starting from scratch.

Q2 Review
Discussed renewal terms with key client
Team Standup
Noted blockers on 3 active projects
AI Insight
3 contracts expiring within 60 days flagged
Precise Execution

From question to action in seconds.

"Which accounts need attention this month?" Fostr pulls the data, flags risks, and creates follow-up tasks automatically.

Which accounts need attention this month?
Flagged
3
At Risk Value
$1.8M
Tasks Created
7
01

AI that knows your business

Every record, relationship, and interaction is structured so AI can reason about it. Not just regurgitate training data.

02

Intelligence that compounds

Every interaction enriches the context layer. Fostr doesn't reset like a chatbot. It builds persistent understanding.

03

Run your business, not your tools

One context layer connects CRM, email, docs, and channels. Your team focuses on work, not wrangling integrations.

Platform

A full-stack AI platform built in three layers

Fostr is not a chatbot bolted onto your tools. It is a full-stack intelligence platform built from the ground up.

01
Data Layer

Connect

Plug in CRMs, email, calendars, docs, and more. Your data is ingested, normalized, and kept in sync.

Ingest Normalize Sync Webhooks APIs
02
Intelligence Layer

Contextualize

Build relationships, discover patterns, and compound knowledge. This is where Fostr thinks.

Knowledge Graph Context Engine Memory Embeddings Private Model
03
Execution Layer

Execute

Agents act, create tasks, and drive outcomes automatically. Fostr goes from insight to action in seconds.

Agents Tasks Goals Workflows Notifications

Everything your business runs on, connected by AI

Data, tasks, channels, goals, integrations, agents, and AI chat all wired into the same context layer.

Chat

Conversational AI that is grounded in your knowledge graph. Every response draws from your real data.

What should I prioritize this quarter?
Searched pipeline data · 3 flagged
Based on your pipeline: 3 deals worth $2.4M are at risk. I've created follow-up tasks and assigned owners based on workload.

Datasets

Fostr builds your automated data warehouse. Agents write structured data from every connected source into queryable datasets.

5Datasets
12,847Entries
3Sources
Lead Pipeline847 entries
Customer Accounts2,341 entries
Deal Flow Q3156 entries

Tasks

Work is generated by AI and automatically routed to the right person. Agents create, assign, and track tasks to completion.

Follow up with 3 at-risk accounts High
Prepare quarterly board deck Med
Update Q3 forecast model Low
Client contract renewal sent Done

Channels

Shared workspaces where your team and AI operate together. Agents monitor and extract action items.

# sales-pipelineAI monitoring
Jordan Client contract needs renewal by end of month
Alex I can take it, will send terms today
AI extracted 3 actions: task created, due date set, risk flag added

Goals

Goal-setting infrastructure aligns AI outputs with your company strategy. You can track key results with AI-powered insights.

Increase Q3 Revenue by 25%
Close $4M in new deals85%
Expand 10 existing accounts44%
Reduce churn below 3%91%

Integrations

Connect your entire stack including CRMs, email, calendars, project tools, and more. Data flows in and actions flow out.

SalesforceSyncing
Google WorkspaceSyncing
SlackSyncing
HubSpotPending

Agents

Autonomous workers that execute across your tools on a schedule, in reaction to events, or driven by goals. Fully governed and auditable.

Pipeline MonitorAutonomous
Daily DigestScheduled
Lead QualifierReactive
Contract ReviewerOn-demand
Autonomous Agents

Autonomous AI agents that know your business

Deploy agents for any workflow. Every agent is grounded in your real business context.

Agent Workspace Orchestrator

The brain that manages every agent in your workspace

It understands your entire knowledge graph, routes work to specialized agents, synthesizes their outputs, and responds in natural language.

Permission-checked actions
Full audit trail
Kill switch & risk badges
Policy compliance
Agent Types
Scheduled

Runs on a timer

Set it and forget it. These agents run daily, hourly, or on any cadence you define.

Example

Daily revenue summary compiled and sent to leadership at 8am.

Reactive

Triggered by events

Watches for changes across your connected tools and acts instantly.

Example

When a support ticket is filed, agent routes it and drafts an initial response.

Autonomous

Self-directed toward goals

Monitors conditions and acts independently based on your business goals.

Example

Agent monitors inventory levels and auto-reorders when stock falls below threshold.

Grounded Intelligence

Generic AI vs. Fostr-powered AI

Same question. Very different answers.

Generic AI
|
|
No context, no specifics
Fostr-Powered AI
Agent Detected: Acme Corp contract expiring in 14 days
Drafted renewal terms from usage data
Task assigned to John: send renewal by Friday
|
Proactive, data-grounded, actionable
Context Engine & Knowledge Graph

A living knowledge graph built from every tool

Chat, tasks, channels, datasets, documents, goals, and agents all feed into one compounding intelligence layer. Every interaction makes it smarter.

01

Connect

Plug in your tools and data sources to get started.

02

Model

Fostr structures entities and relationships automatically.

03

Index

The knowledge graph builds itself for agents to read from.

04

Execute

Agents generate insights and drive real outcomes.

05

Evolve

Every interaction compounds and makes the system smarter.

0 entities 0 connections
Integrations

Integrate with 40+ tools you already use

Fostr plugs into the software your business already runs on, and hundreds more. Just connect and let the context build.

+ hundreds more integrations via API, webhooks, and custom connectors
Models

Connect any foundation or local model

Turn the AI you already use into your proprietary AI system.

Claude Anthropic
OpenAI GPT
Gemini Google
Grok xAI
Open Models Llama, Mistral, & more
OpenClaw Local Models

Bring any model. Fostr wraps it in your business context, governance, and memory so it works like it was built for you.

Solutions

AI-powered solutions built on the Fostr platform

These are live products powered by Fostr AI, each purpose-built for its industry.

Security

Enterprise-grade AI security and governance

Your business data is sensitive. Fostr is built with isolation, supervision, and audit controls at every layer.

Agent Supervision

Every autonomous action is permission-checked through a dedicated safety layer before execution.

Data Isolation

Each deployment runs in its own encrypted container. Private models ensure zero cross-tenant leakage.

Full Audit Trail

Every query, decision, tool invocation, and data access is logged and traceable at the infrastructure level.

Kill Switch & Controls

Instant shutdown capabilities with risk-level badges on every agent action. Emergency override at any layer.

FAQ

Most deployments see measurable ROI within the first 30 days. The knowledge graph begins compounding value from the moment data sources are connected.

They're powerful models, but they lack persistent memory, company context, and execution capabilities. Fostr lets you harness those same models with the full context of your business so they actually deliver business-specific answers and take action.

A knowledge graph transforms your scattered company data into a structured, queryable intelligence layer. It's the difference between an AI that guesses and one that knows your business.

Any business with complex data across multiple tools. Deals, customers, operations, teams. Companies already using AI but not getting business-specific answers see the strongest results.

Ready to make your business AI-native with Fostr?

Tell us about your use case. We'll reach out to discuss how Fostr can work for you.

What can Fostr do for my business?
What can Fostr do for my business?