A decision process — discovery, research, adversarial challenge and documented reasoning — for the choices a business can't take back.
The second opinion that actually did the homework.
01 — The Problem
A bad hire, a wrong expansion, a misread market — these calls shape years. They get made under pressure, with partial information and competing opinions, on a gut call or now a single chatbot answer.
Hire or wait? · Expand or consolidate? · Acquire or build? · Invest or preserve cash? · Enter a new market? · Change the model?
No analyst bench. No board. No second opinion — least of all for the owners and advisors who decide alone.
Bad hires · failed projects & launches · investments that never return · years of technical debt · expansions that miss the plan.
Obvious in hindsight. Rarely caught in time.
02 — Why not just ask one AI?
A single model gives a fluent, convincing answer — while quietly missing the risk, the alternative, or the assumption that changes everything. The more certain it sounds, the more dangerous it is for a decision you can't reverse.
→ A decision you can't take back.
→ A recommendation you can defend.
"A single model speaks with the confidence of a grade-A salesperson — even when it's wrong."
03 — The Insight
Each independent position reasons from a different decision logic — so blind spots don't line up. The wisdom of crowds, made operational.
The process forces challenge and reconciliation — assumptions stress-tested, risks surfaced — before anything is recommended.
The reasoning is recorded; the final decision and accountability stay with the human.
AI-enabled. Human-led. The process is the product.
04 — How We Compare
| Traditional consulting | A single AI | 3Dogs Nexus | |
|---|---|---|---|
| Cost | Expensive | Cheap | Affordable |
| Speed | Slow | Fast | Fast |
| Perspective | Human-constrained | Overconfident, single view | Many, challenged |
| Reasoning trace | Limited | Weak | Documented end-to-end |
| Accountability & scale | Hard to scale | Weak accountability | Human-governed, software-scaled |
We take the rigor of the first column, the economics of the second, and add what neither has: a documented, governed process.
05 — The Solution
The rigor a large organization gets from a team of analysts — delivered as a guided, repeatable process, priced for the operators and advisors who never had that bench. Three stages, one continuous process.
Clarifies the real question, finds the missing information, and gathers live, cited evidence.
Runs the decision through independent perspectives that debate it, challenge assumptions, and reconcile into one documented recommendation.
Captures lessons from every case and proposes improvements to the process — under human governance.
Discovery frames the question · Nexus improves the decision · Evolution improves the process.
06 — How It Works
A clear recommendation · the basis & evidence · what it assumes · conditions & risks · a monitoring plan · a documented brief.
07 — Inside the Decision
Nexus runs the case through several independent perspectives, each reasoning from a different logic, then forces challenge and reconciliation before a single recommendation is written. Disagreement is the feature.
Several models, several logics.
5-phase structured debate.
Reconciled into one position.
The decision, on the record.
When the stakes are high, the process convenes more panels and re-researches between rounds — rigor scales with difficulty.
08 — What You Get
SAMPLE OUTPUT · DECISION CASE
Recommendation — Proceed in phases, hybrid-first.
Confidence: MODERATE
09 — The Product
A working product, live on AWS — from a plain-English Decision Case, through guided clarification, to a documented recommendation brief.
Intake & guided clarification.
Discovery asks only what matters.
Documented, with assumptions & risks.
Live at app.3dogs.ai. Recommendation brief shown as a representative sample.
10 — One Process, Many Domains
Submit → Clarify → Challenge → Recommend doesn't change with the domain. We've run hundreds of decision cases through the system — here are three deliberately different ones, including the auto-shop brief you just saw.
SMALL-BUSINESS STRATEGY
→ A staged, hybrid-first path that protects cash, staff and future optionality.
PUBLIC POLICY / GOVERNANCE
→ A staged governance process balancing value, water risk and accountability.
CRISIS RESPONSE
→ Treatment-first action with capacity gates and automatic escalation triggers.
The point isn't the domains — it's that one process replaces a forced yes/no with a structured path for deciding responsibly. Hundreds of internal and simulated cases run to date; the three shown are illustrative cross-domain showcases — not paid client engagements.
11 — Defensibility
Everyone can call the same models. What compounds is the decision process, the institutional memory it builds, and the governance around it.
A process that argues and documents — hard to fake with a wrapper.
Every case, and its outcome, is tracked; a corpus of decisions competitors can't buy.
Recommendations are advisory; accountability stays with the leader.
Every case compounds: more decisions → institutional memory → better deliberation → better recommendations → more customers.
12 — The Market
The consulting gap is widest for small operators and the advisors who serve them. Win there first; the same process expands outward to every organization that decides under uncertainty.
BEACHHEAD — NOW
Small businesses & professional advisors (consultants, accountants, fractional execs).
EXPANSION — NEXT
Consulting firms & leadership teams that want added challenge and capacity.
HORIZON — LATER
Facing the same high-stakes calls under uncertainty.
13 — Go To Market & Pricing
Self-serve at the entry tiers, sales-assisted at the top — landing with operators and advisors, expanding into firms and institutions. A modest blend of tiers reaches our first ARR target.
An illustrative path to $250K ARR
Near-term pilots reach a fraction of this blend — roughly $50K ARR — then scale to the full ~$250K. Indicative launch pricing, validated in pilots.
14 — Why Now
Enough genuinely strong models now exist to make independent perspectives real.
AWS Bedrock serves them through one account — orchestration is newly practical.
Strategy-grade analysis at software margins — much of it on AWS credits.
As single-AI answers flood in, demand rises for grounded, challenged, accountable analysis.
The need is old. The ability to meet it affordably is new.
15 — Where We Are
Working product, end-to-end on AWS.
Decision cases run end-to-end across domains.
Activate credits awarded — high capital efficiency.
Private demonstrations available now.
Moving from prototype validation toward paid commercial use. The next milestone is paying customers.
16 — Roadmap
NOW → Q3 2026
Launch paid pilots · convert early adopters to subscriptions · package onboarding.
First paid pilots → ≈ $50K ARR
Q4 2026
AWS Marketplace · security, audit & hardening · formalize governance.
Scale to ≈ $250K ARR
2027 +
Scale onboarding & delivery · deepen guided discovery · expand outward.
Grow beyond · next round
The bet doesn't change: better decisions through structured challenge, under human judgment.
17 — Founder
Solo-built working product · near-zero burn · funded on AWS credits.
"After decades watching organizations make consequential decisions with incomplete information and limited access to outside expertise, I became obsessed with one question: could we build the structured decision process normally reserved for large organizations — and make it accessible to everyone else?"
That question is the company.
18 — The Ask
A working product is already live on AWS credits. This round funds the path from prototype to paying customers — and a clear line to the next raise.
ILLUSTRATIVE SCENARIO · VALUATIONS ARE NEVER AUTOMATIC
AWS production, reliability, security & audit, onboarding and billing.
Paid pilots with operators and advisors; convert to subscriptions toward $250K ARR.
Governance, institutional memory, and the foundation to scale delivery.