Optywise OPTYWISE
The PRISM Framework

Pilot to production in six weeks. One embedded pod.

A repeatable engine for turning an AI use case into a live system — fast, because the team owning it never leaves your side.

PROBE · RIGHT-SIZE · INTEGRATE · SECURE · MOBILISE
P
Probe
Days 1–3
Map systems & find where AI earns its keep
R
Right-size
Week 1
Model selection & optimization
I
Integrate
Weeks 2–3
Build multi-agent workflows
S
Secure
Week 4
Evals, guardrails & compliance
M
Mobilise
Weeks 5–6
Live with real users
LIVE

Five stages. One promise: production-ready AI in six weeks.

Each PRISM cycle takes one scoped use case from pilot to production. Complex programs run as a sequence of cycles — each one shipping something real.

P

Probe

Days 1–3

The pod joins your team, maps your data and systems, and pins down the one use case where AI earns its keep first. No months-long discovery phase — we sharpen the scope with you in the first three days.

Deliverables
  • Data landscape map and access confirmation
  • System integration points identified
  • Scoped use case with clear success criteria
  • Technical feasibility assessment
R

Right-size

Week 1

Model selection across frontier and open-weight options, with distillation and quantisation to hit your latency, cost, and deployment constraints. We decide what kind of intelligence the problem actually needs — right-sized intelligence beats brute force.

Deliverables
  • Model comparison report with performance benchmarks
  • Cost-latency tradeoff analysis
  • Selected model(s) with justification
  • Distillation/quantization strategy for on-prem if needed
I

Integrate

Weeks 2–3

Multi-agent, multimodal workflows assembled through rapid application development with multiple parallel subagents. MCP-native, so the system plugs into your real tools and data. Agents that can read documents, answer calls, and look at images — working together.

Deliverables
  • Working multi-agent system in your environment
  • MCP servers for your existing APIs
  • Agent orchestration logic and handoff protocols
  • Multimodal workflow integration (text, voice, vision)
S

Secure

Week 4

Evals, guardrails, security, and observability — the work that turns a convincing demo into something compliance and security will approve. AI-augmented code review, automated security scanning, and the hardening that makes it production-grade.

Deliverables
  • Comprehensive eval suite with pass/fail criteria
  • Input/output guardrails and safety filters
  • Security audit report with remediation
  • Observability dashboard for all agent actions
  • Compliance documentation ready for review
M

Mobilise

Weeks 5–6 · Live

Live with real users, deployed on your cloud, instrumented and monitored. Then the next workflow, legacy API-to-MCP conversion, and AI transformation across the enterprise. Production is the only finish line — this is where the system starts earning its keep.

Deliverables
  • System deployed to production on your infrastructure
  • Real user traffic with monitoring and alerts
  • Runbook and operational documentation
  • Knowledge transfer to your team
  • Roadmap for next PRISM cycle
About the timeline

The six-week clock is for a scoped first use case. Complex programs run as a sequence of PRISM cycles — each one ships something real. Speed comes from focus: we prove the model on one workflow before expanding, and momentum comes from shipping live systems, not from a broad roadmap that never lands.

Ready to run your first PRISM cycle?

Tell us the workflow you want AI to own. In a 30-minute demo we'll show you the PRISM framework against a use case from your world and map your fastest path to production.

Request a demo