Hamster for Agencies
Agencies waste days turning vague client briefs into actionable specs. Hamster connects to your client's tools, structures requirements automatically, and generates development plans your team can execute on day one.


The problem
Client briefs are vague. Stakeholders contradict each other. Requirements trickle in over days of calls and email threads. By the time you have a buildable spec, you've burned a third of the project budget.
When a project changes hands — between account management, design, and engineering — critical context disappears. What the client actually needs, what was decided in last week's call, and what the constraints are all have to be rediscovered from scratch.
Your tenth e-commerce project or SaaS onboarding flow should be faster than your first. But without a systematic way to capture and reuse what worked, every engagement reinvents the wheel.
Paste a client email, upload a discovery doc, or connect to their tools. Hamster synthesizes the context and generates a structured brief with requirements, constraints, and an executable development plan ready for your team.
The AI Brief Writer Agent turns messy client input into a structured spec with clear requirements and acceptance criteria. Review it in 20 minutes. Share it with the client for sign-off. Start building the same day.
Hamster briefs carry full context through every stage of the project. When work moves from strategy to design to engineering, nothing falls through the cracks. Everyone works from the same source of truth.
Your Methods library captures what works across your agency — repeatable frameworks for common project types. Each new engagement inherits your best patterns instead of starting from zero.
Before
Run the discovery call. Write up notes. Spend two days synthesizing requirements from emails, a shared doc, and a Figma file. Send the brief to the client, get three rounds of comments, revise. Start building two weeks after the first meeting.
After
Run the discovery call with Hamster open. AI generates the structured brief from the session. Share it with the client the same day for a single sign-off round. Development starts in 48 hours.
Before
Senior engineer goes on leave mid-project. New engineer spends a week reading through Slack threads, old emails, and a partially-filled spec doc trying to understand what was decided and why.
After
The Hamster brief holds every decision, constraint, and requirement with full context. The new engineer reads the brief, understands the full picture in an hour, and keeps building without losing momentum.
Before
Your fifth retail client comes on board. The team builds their onboarding flow from scratch, rediscovering patterns your agency has already solved three times at significant cost.
After
Pull the Methods template your team built from previous retail projects. Adapt it to the client's specifics in 30 minutes. The project inherits everything your team already learned.
Hamster gives agencies the structured planning layer that turns client requirements into executable development plans — and every project into a reusable playbook.
Start shipping faster