Company AI agent with memory and connected tools by Michal KowalkowskiCompany AI agent with memory and connected tools by Michal Kowalkowski
Company AI agent with memory and connected toolsMichal Kowalkowski
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Please message me on Contra before booking or starting a project. These packages cover example scopes. We will confirm your requirements, scope, timeline and price first, and I can send a tailored proposal. Model/API, hosting and paid-tool costs are separate.
Give your company an AI assistant that works across its tools, remembers useful context and helps carry a process forward. I build a master agent for one agreed process, connecting MCP servers, APIs, databases and knowledge sources. It can navigate records, track work and use approved tools. Memory can include conversation context, user or team preferences, structured facts, task state and knowledge retrieval. The master can coordinate specialist agents when needed. We define access, memory retention and human approval points. Delivery includes the agent, connections, memory, representative tests, deployment, documentation and handover. Message me with your process, systems and desired outcome. Model, hosting and paid-tool costs are separate.
EXAMPLE SCOPES AND PRICES (USD) Process agent — $2,500 One deployed agent for one process, session and persistent memory, and up to two connections. Indicative delivery: 7 calendar days.
Connected company agent — $5,000 An agent with long-term memory, retrieval where needed, up to four connections, approvals and task logs. Indicative delivery: 14 calendar days.
Master and specialist agents — $8,000 A master agent with up to three specialists, six connections, team access rules, evaluations and monitoring. Indicative delivery: 21 calendar days.
HOW I WORK Design the agent and its boundaries Define the process, tool connections, memory types, access rules, retention and human approval points.
Implement the agent, tools and memory Build the scoped master agent, connections and memory; add specialist agents only where included in the agreed tier.
Evaluate, deploy and hand over Test representative tasks and action boundaries, deploy to the agreed environment and provide documentation and a walkthrough.
WHAT I NEED TO QUOTE Describe your goal and the exact scope we discussed on Contra. Include the expected result and acceptance criteria. Please provide: Process and success criteria, users and permissions, systems and MCP/API access, memory needs and retention rules, example tasks, approval points and deployment environment.
OUTSIDE SCOPE A separate full SaaS product, unlimited connectors or memory migration, unrestricted autonomous actions and recurring infrastructure costs. New custom connectors need explicit scope.
Prices are illustrative for the listed scope, based on actual hands-on time with AI assistance, manual review and testing. We agree on the final scope, price, access and delivery schedule in a custom proposal. Delivery estimates start after complete requirements. One revision round within scope is included.
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Duration21 days
Tags
TypeScript
AI Engineer
Software Engineer
Service provided by
Michal Kowalkowski Warsaw, Poland
Company AI agent with memory and connected toolsMichal Kowalkowski
Contact for pricing
Duration21 days
Tags
TypeScript
AI Engineer
Software Engineer
Cover image for Company AI agent with memory and connected tools
Please message me on Contra before booking or starting a project. These packages cover example scopes. We will confirm your requirements, scope, timeline and price first, and I can send a tailored proposal. Model/API, hosting and paid-tool costs are separate.
Give your company an AI assistant that works across its tools, remembers useful context and helps carry a process forward. I build a master agent for one agreed process, connecting MCP servers, APIs, databases and knowledge sources. It can navigate records, track work and use approved tools. Memory can include conversation context, user or team preferences, structured facts, task state and knowledge retrieval. The master can coordinate specialist agents when needed. We define access, memory retention and human approval points. Delivery includes the agent, connections, memory, representative tests, deployment, documentation and handover. Message me with your process, systems and desired outcome. Model, hosting and paid-tool costs are separate.
EXAMPLE SCOPES AND PRICES (USD) Process agent — $2,500 One deployed agent for one process, session and persistent memory, and up to two connections. Indicative delivery: 7 calendar days.
Connected company agent — $5,000 An agent with long-term memory, retrieval where needed, up to four connections, approvals and task logs. Indicative delivery: 14 calendar days.
Master and specialist agents — $8,000 A master agent with up to three specialists, six connections, team access rules, evaluations and monitoring. Indicative delivery: 21 calendar days.
HOW I WORK Design the agent and its boundaries Define the process, tool connections, memory types, access rules, retention and human approval points.
Implement the agent, tools and memory Build the scoped master agent, connections and memory; add specialist agents only where included in the agreed tier.
Evaluate, deploy and hand over Test representative tasks and action boundaries, deploy to the agreed environment and provide documentation and a walkthrough.
WHAT I NEED TO QUOTE Describe your goal and the exact scope we discussed on Contra. Include the expected result and acceptance criteria. Please provide: Process and success criteria, users and permissions, systems and MCP/API access, memory needs and retention rules, example tasks, approval points and deployment environment.
OUTSIDE SCOPE A separate full SaaS product, unlimited connectors or memory migration, unrestricted autonomous actions and recurring infrastructure costs. New custom connectors need explicit scope.
Prices are illustrative for the listed scope, based on actual hands-on time with AI assistance, manual review and testing. We agree on the final scope, price, access and delivery schedule in a custom proposal. Delivery estimates start after complete requirements. One revision round within scope is included.
FAQs

Contact for pricing