Production Ready
Intelligently Managed Synthesis
The question isn't how fast can AI deliver.
It's whether you can trust the build to stay true to the blueprint.
PRIMS surfaces what you need to know upfront, then holds delivery to it.
Who It's For
Stakeholders
Ambiguity surfaces early, not at delivery. Developers seek answers early because PRIMS exposes options and requests clarification. Assumptions become visible, innocent negligence is avoided, decisions are made explicit. Fewer surprises, clearer sign-off.
Architects & Lead Developers
You define patterns, boundaries, and quality gates. AI synthesizes context that surfaces tribal knowledge, helping to shape better decisions. Reviewing proposed implementations before code is written forces conversations about trade-offs, priorities and constraints—not rework after the fact.
Development Teams
Choose your path: high-scoring INVEST stories for traditional implementation, or prescriptive AI pairing with minimal improvisation risk. Either way, you start from validated specifications with clear acceptance criteria—little to no ambiguity to untangle mid-sprint.
Approve Before You Build
PRIMS front-loads the decisions. Little is left to retrospect.
AI helps synthesize the minimum span needed to connect requirements to delivery.
Intelligently Managed Synthesis
AI and humans collaborating where each excels. Not autonomous execution, but intelligent amplification of human judgment.
AI-Powered Synthesis
AI excels at pattern recognition, integration understanding, and quality assessment. PRIMS leverages these strengths to consolidate diverse inputs into validated specifications.
Framework-Managed Granularity
The framework handles fidelity preservation, context maintenance, and state persistence. AI handles synthesis. Each does what it does best.
Human-Led Decisions
AI surfaces options and synthesizes alternatives. Humans make decisions, approve contracts, and determine when confidence thresholds are met.
The Real Challenge
AI can generate code fast. But speed without trust is just technical debt delivered sooner.
Context Drift
AI gets distracted by tangents, its own aspirations and an eagerness to impress. Your task becomes its side project.
Context Dilution
AI doesn't remember everything discussed perfectly. The human in the loop, of course, is equally fallible.
Improvisation Risk
AI makes creative decisions you didn't ask for. Review becomes damage control, not validation.
PRIMS constrains delivery to what was designed, proposed, and approved.
Evidence-Based Delivery
Each deliverable includes a predicted prescriptiveness score before implementation begins. Delivery adherence is measured against the approved prescription.
Predicted Prescriptiveness
Before work begins, each story is scored for how much is prescribed versus how much requires improvisation. You know the risk upfront.
Delivery Adherence
After delivery, adherence is measured against the prescription. Did the implementation match what was approved? Evidence, not assumptions.
Quality Gates
Built-in enforcement at every boundary. Nothing commits without passing the gates. No exceptions.
The PRIMS Platform
Collaboration Portal
Iterative planning with stakeholders until alignment is reached. Visualise requirements, capabilities and integration points.
Fidelity Framework
Persistent context protects decomposition integrity, preventing drift and dilution for faithful delivery.
Prescriptive Tooling
Real-time pattern detection catches deviations. Execution tools that deliver exactly as prescribed. Quality gates at every boundary.
Early Access
PRIMS is in active development. We are looking for opportunities with teams who want to go faster but value trust and predictability over raw speed.
How It Works