Train your teams to guide AI
with clear specifications.
AI-assisted development puts more weight on the quality of the brief. When behaviour, business rules, or exceptions are left open to interpretation, teams have a harder time judging whether an implementation is right.
SSI helps teams apply Spec Driven Development (SDD) as a practical discipline for agentic coding. Tailor specifications and validation to the project, from PoC to enterprise, and use SSI-managed skills repositories to carry shared engineering standards into implementation.
Develop a shared practice that product owners, engineers, and reviewers can apply together on a feature or manageable increment.
Learn to express user needs, business rules, constraints, and acceptance criteria clearly. Practise identifying ambiguous requirements and decisions that need agreement.
Learn to connect a specification to the existing architecture, dependencies, and implementation tasks. Give people and AI assistants useful context without losing the original intent.
Practise using a specification to frame development tasks and evaluate proposed changes. Build judgement about when to refine the brief, investigate an assumption, or intervene.
Learn to connect acceptance criteria with tests and review. Develop a team practice for updating specifications and affected checks when requirements change.
Learn to express user needs, business rules, constraints, and acceptance criteria clearly. Practise identifying ambiguous requirements and decisions that need agreement.
Learn to connect a specification to the existing architecture, dependencies, and implementation tasks. Give people and AI assistants useful context without losing the original intent.
Practise using a specification to frame development tasks and evaluate proposed changes. Build judgement about when to refine the brief, investigate an assumption, or intervene.
Learn to connect acceptance criteria with tests and review. Develop a team practice for updating specifications and affected checks when requirements change.
Build skills that connect the people defining a feature with those implementing and reviewing it.
Product & Business Teams
Learn to express behaviour, rules, and exceptions in terms the whole team can discuss.
Engineering Teams
Learn to translate agreed intent into focused development tasks and challenge implementation assumptions.
Quality & Review Teams
Learn to use acceptance criteria as a basis for testing, feedback, and meaningful review.
Illustrative example: a clearer brief gives developers
and reviewers something specific to work with.
Initial request
A reasonable starting point, with several decisions still open.
Defined behaviour
Access: Export orders belonging to the signed-in customer.
Filters: Apply the date range selected in the order history.
Format: Include the agreed columns in a CSV file.
Empty Results: Show a clear message if no orders match.
Validation: Test that another customer’s orders cannot be included
Bring a feature brief. Learn to make it build-ready.
A few questions before we talk.
Tell us how your team defines requirements today and where clearer specifications could help.
