AI workflows that earn their keep.
SimSo is an AI workflow consultancy. We design and ship intelligent systems. Recommendation engines, agent pipelines, decision-support. That fix specific business workflows and pay back in months, not years.
FOCUS AREAS
Four AI roles, one revenue loop.
Most "AI strategy" engagements stop at a deck. We go further: production-ready systems composed from four well-understood roles, working together as a feedback loop that compounds.
Clinical & operational reasoner
An LLM that reads context. A patient profile, a customer record, a service ticket. And proposes the next-best action with reasoning, citations, and a confidence signal. The expert reviews; the model proposes.
Pattern finder
Classical ML running over your accumulated history. Cluster customers, segment cases, surface the gaps a single transaction can't reveal. Auditable, fast, no API call required.
Risk & routing predictor
A lightweight model that decides which cases deserve full LLM attention and which can take the templated path. Keeps inference cost bounded as volume grows.
Workflow coordinator
A multi-stage pipeline that closes the loop after the work is done. Parses notes, plans follow-ups, drafts the outbound communication, queues everything for human approval. Nothing sends without a click.
A method, not a slide deck.
Every SimSo engagement runs the same seven-stage workflow. Each stage produces an artifact you can review. By the end, you have a working system, not just a recommendation.
Problem framing
Ask why before how. Narrow the design brief to a specific failure point. The recommendation moment, the renewal moment, the handoff between teams.
Evidence gathering
Verifiable data with named sources. Every claim in the business case carries a citation; nothing makes it into the deck that can't be defended in a board meeting.
Option generation
Real alternatives, each defensible. We surface the plays your competitors are running and explain why the chosen path beats them under your constraints.
Selection & justification
Filter alternatives through explicit criteria. Defensible, compounding, asset-leveraging, executable today. No mystery picks.
Economic modeling
Stated investment, stated lift, math shown in plain English. A board reviewer should be able to rerun the numbers themselves and arrive at the same payback.
Rollout design
Phased plan with named owners and revocable checkpoints. The board approves a foundation, not an unbroken twelve-month commitment.
Demonstration
The unusual part. We don't stop at a plan. We ship working artifacts that prove each claim. A live engine. A real cohort dashboard. A working agent pipeline. Things a reviewer can click through and verify, today.
What "shipped" looks like.
Operators who want a working system. Not another deck.
Healthcare & life sciences
Independent practices, specialty clinics, and life-science teams where the next decision point is buried in a clinical note or a lab readout. Decision support that respects clinician judgment.
- Diagnostic recommendation engines
- SOAP-note coordinators
- Compliance-aware drafting
SMB operations
Independent businesses where the leak is the moment between recommendation and action. Declined upsells, dropped renewals, follow-ups that never happen.
- Recommendation & capture systems
- Reactivation agents
- Decision dashboards
Industry-agnostic frameworks
Leadership teams that want the four-role pattern adapted to their domain. We bring the framework; you bring the data and the experts in the loop.
- Workflow audits
- Agent architecture design
- Fractional AI partnership
"Most teams ship an AI strategy. We ship an AI system. The difference shows up on the P&L." SimSo working principle
Have a workflow that's leaking value?
Tell us what's broken. If we're a fit, the first conversation is a 30-minute working session, not a sales pitch. You'll leave with at least one specific direction worth trying.