COGNIPEER STUDIO

Build AI agents around the way your business actually works.

Create, customise, test and ship AI-powered Peers with your data, tools, workflows and channels in one workspace.

cognipeer Studio

Peers
Flows
Data
Tools
Evaluation
Agent Ops

PEER

Customer Operations Peer

Ready

MODEL

Model choice

INSTRUCTIONS

Role & behaviour

CONNECTED CONTEXT

Knowledge

Tools

Flows

WORKFLOW

Test run

Input

Knowledge

Action

Output

FROM IDEA TO WORKING AI

Build the agent. Ground it. Orchestrate it. Test it. Put it to work.

Studio brings the core building blocks of business AI into one environment, so teams can move from a useful idea to an AI experience connected to real data, systems and workflows.

Build Peers

Create AI agents around a role or use case, then define their model, instructions, topics and behaviour.

Ground with knowledge

Connect documents, websites, APIs, databases and other knowledge sources to give each Peer relevant business context.

Orchestrate Flows

Build step-based workflows that combine AI, knowledge search, APIs, logic, data processing and user approvals.

Connect tools

Let Peers retrieve information and take actions through connected services, integrations and custom tools.

Evaluate quality

Run reusable evaluation suites, compare performance and use multiple evaluation methods before you scale.

Ship to channels

Bring Peers into webchat, messaging environments and applications through supported channels and APIs.

ONE STUDIO, DIFFERENT WAYS TO BUILD

From conversational Peers to long-running agentic work.

Choose the right level of autonomy and orchestration for the job instead of forcing every use case into the same agent pattern.

01 · PEERS

Create role-based AI agents.

Build a Peer from scratch or start from the gallery. Configure its purpose, model, instructions, knowledge and tools around a specific business need.

Custom prompts and topics
Connected data sources
Tools and actions
02 · FLOWS

Turn processes into visual workflows.

Build no-code, step-based processes with inputs, AI steps, conditions, knowledge search, API calls, data operations and structured outputs.

Visual step-based orchestration
HTTP, webhooks and external systems
User approval steps
03 · AGENT OPS

Give agents real work to execute.

Run longer tasks in persistent project environments with files, skills, actions, automations, memory and approval gates.

Persistent Linux sandbox
Reusable skills and project memory
Human approval for gated actions
VISUAL WORKFLOW ORCHESTRATION

Turn business logic into reusable AI Flows.

Flows let teams combine AI reasoning with deterministic steps, knowledge retrieval, APIs, code, conditions and approvals in a visual workflow.

Define inputs, connect the steps, map the outputs, test the Flow and reuse it across the cognipeer ecosystem.

FLOW

Customer Request Resolution

Test Flow

Input

Customer message + account ID

Search knowledge

Find the relevant policy and support context

Ask Peer

Interpret the request using the connected context

Take action

Call the connected service or workflow

Approval

Pause when human confirmation is required

AGENT OPS

Go beyond chat. Give agents work to complete.

Agent Ops is built for tasks that need more than a single response: working with files, executing code, using connected systems, waiting for events and producing real deliverables.

Explore Agent Ops documentation

Persistent workspace

Each project can keep files and working context across tasks and runs in its own execution environment.

Skills

Package repeatable procedures, formats, policies and team conventions so agents know how your organisation works.

Actions & automations

Connect projects to business systems and start tasks automatically from webhooks, integrations and external events.

Human-in-the-loop

Let routine work continue while sensitive or gated actions pause for a human decision before the run resumes.

Project memory

Preserve relevant decisions, formats and project learnings across runs without mixing knowledge between projects.

ENTERPRISE KNOWLEDGE

Ground every Peer in the context it actually needs.

Connect different knowledge sources, centralise searchable context and control which sources each Peer can use.

Documents

Websites

APIs

Databases

File systems

Real-time data

EVALUATION & TESTING

Test what changed before users feel it.

Use reusable evaluation suites to measure Peer performance, compare changes and identify where an agent needs improvement.

EVALUATION RUN

Customer Support Quality Suite

Completed

92%

Semantic

88%

LLM Judge

84%

Exact Match

Accuracy
Relevance
Consistency
PUT PEERS WHERE WORK HAPPENS

Build once. Bring the experience to the right channel.

Connect Peers to customer and employee touchpoints through supported communication channels, web experiences and APIs.

Slack

WhatsApp

Chatwoot

Webchat

API

BUILT FOR REAL ENTERPRISE ENVIRONMENTS

Keep flexibility as your AI stack evolves.

Build around your organisation’s models, data, tools and deployment requirements rather than designing every use case around a single closed workflow.

Model choice

Choose the model that fits the Peer or project instead of treating one model as the answer to every workflow.

Controlled access

Design data access, tool permissions and approval points around the needs of the use case.

Deployment flexibility

Support cloud or organisation-controlled deployment patterns according to operational and infrastructure requirements.

Build, test, improve

Keep agent development iterative with evaluation, activity visibility and reusable building blocks across the workspace.

WHAT CAN YOU BUILD?

Start with one useful workflow. Expand from there.

Studio can support agents and workflows across customer-facing, employee-facing and operational use cases.

Customer support Peers

Connect knowledge, customer context and actions to answer questions and support service workflows.

Internal knowledge assistants

Make policies, documentation and organisational knowledge easier for employees to find and use.

Sales & operations workflows

Bring together account context, internal systems and next-step actions for repeatable commercial workflows.

Research & deliverables

Use Agent Ops for analysis, research and work that needs to produce files, reports or other concrete outputs.

Software workflows

Connect repositories and actions to support code review, issue triage and other engineering tasks.

Custom business processes

Combine Peers, Flows, data and tools around processes that are specific to your organisation.

START BUILDING

Your first Peer can start simple.

Create a Peer, connect the context it needs, add tools or workflows when required and test the experience before expanding it.

01

Create

Define your Peer and choose the right model.

02

Connect

Add relevant data sources, tools and business context.

03

Orchestrate

Add Flows or Agent Ops when the work needs multiple steps.

04

Test & ship

Evaluate the experience and bring it to the right channel.

COGNIPEER STUDIO

Start building the AI your business actually needs.

Create your first Peer, connect your own knowledge and turn useful AI ideas into working business workflows.