Structured Multi-Specialist Reasoning

Multi-specialist
reasoning.

For work that's too important to leave to one AI. Eight Specialists deliberate on every deliverable — so it's already peer-reviewed when you send it. A red-flag CIM review that took 8 hours ships in 2. Built for advisors, boutique firms, and independent experts.

4
Workflow patterns
8
Specialist types
0
Lines of code
Specialist
Research Explorer
ACTIVE
Specialist
Devil's Advocate
ACTIVE
Specialist
Thesis Synthesizer
ACTIVE
LOGOS

Watch five Specialists deliberate

Pick an engagement. See the Workflow run — Specialists contributing, challenging each other, reaching a defensible output. This is not a chatbot conversation. It's structured reasoning on a live deliverable.

Logos · Deliberation
Workflow: Deep Analysis
L
Pick an engagement above. I'll dispatch five Specialists — one contribution at a time — and deliver a cited deliverable at the end, not a chat reply.
Specialists · in deliberation
Live
🔍
Specialist 01
Research Explorer
⚔️
Specialist 02
Devil's Advocate
Specialist 03
Fact Checker
🧩
Specialist 04
Thesis Synthesizer
🛡️
Specialist 05
Quality Auditor

Illustrative. Specialist names, Workflow structure and deliverable format reflect the product; responses are representative of a real engagement, not a live run.

One AI thinks alone.
Your work deserves a team.

You're a whole consulting firm in one person. Your work shouldn't be. Single-LLM assistants answer from one angle, skip the critique, and leave no trail. That's fine for a draft — not for what you send to a client.

🎯
One perspective isn't peer review
A single AI answers from one angle. No Devil's Advocate, no Fact Checker, no Quality Auditor — just a first pass, and the hope that it caught what matters.
⚙️
Building it yourself isn't the job
Orchestrating specialists on LangChain, CrewAI or AutoGen is an engineering project. You're an advisor — your time is worth $250–$500 an hour, not a month of Python.
🔍
Black-box output isn't defensible
When the reasoning is invisible, you can't show your client how the conclusion was reached. Logos produces a Reasoning Map — every step visible, every claim traceable.

Four ways specialists
reason together

Four canonical Workflows — Deep Analysis, Multiple Perspectives, Smart Routing, Debate Room — each built for a different class of high-consequence question. You pick the Workflow, the Specialists deliberate.

Deep Analysis

Deep Analysis

Specialists work one after another. Each builds on the previous output, progressively deepening and refining the analysis before delivering a final answer.

Research Explorer
Quality Auditor
Moderator
Value
"Your question passes through 3 levels of analysis before you get an answer."
Multiple Perspectives

Multiple Perspectives

Multiple specialists analyze the same question simultaneously, each from a different angle. A moderator synthesizes the best of all perspectives.

Devil's Advocate
Fact Checker
Moderator
Value
"Your question is analyzed from multiple angles — like having a panel of experts."
Smart Routing

Smart Routing

A specialist evaluates the question and routes it to the right expert based on the topic. Every question reaches the specialist who knows it best.

Evaluator
Router
Right Expert
Value
"Every question reaches the specialist who knows it best."
Debate Room

Debate Room

Specialists engage in structured debate, each contributing their perspective. A moderator consolidates the best of all viewpoints into the final answer.

Devil's Advocate
+
Synthesizer
+
Auditor
Value
"Your question is debated by specialists with different viewpoints — the answer reflects the best of all perspectives."

Advisors whose thinking is the product

Logos is built for the advisor who delivers consulting-firm-quality work as one person — and for the boutique firm that wants every deliverable peer-reviewed, whether or not there's a peer around.

🎯 The Solo Expert

Deliver like a firm, even when you're working alone

Fractional CxOs, independent consultants, and senior advisors use Logos to produce strategy memos, board decks, and operational assessments with the rigor of a peer-reviewed team. The Reasoning Map goes to the client. The confidence goes with you.

🧠
Your virtual panel of experts
Research Explorer gathers evidence. Devil's Advocate questions it. Fact Checker verifies. Quality Auditor reviews. You ship work that's already been challenged.
📄
Defensible deliverables
Every conclusion comes with a Reasoning Map — traceable, citable, shareable with the client. "Here's how we got there" is no longer a slide you improvise.
⏱️
First-draft time, cut
Solo advisors in early access report 30–40% less time on first drafts of memos, market scans, and board materials — without shortcutting rigor.
Recommended Workflow
Multiple Perspectives
Research Explorer + Devil's Advocate + Fact Checker analyze in parallel → Thesis Synthesizer consolidates → Quality Auditor signs off.
8
Specialists on your panel
4
Workflows to pick from
1
Seat, unlimited sessions
$449
Professional / month
🏛️ Boutique Principal

Give your 3–10 person firm a consistent thinking standard

Principals at boutique advisory, strategy and GTM firms use Logos so that every associate's draft goes through the same Specialists, the same quality gates, the same standard of rigor — whether it's their first week or their fifth year.

🤝
Shared Specialists, shared knowledge
One configured panel for the whole firm. Every engagement runs through the same Research Explorer, the same Devil's Advocate — so the quality bar doesn't depend on who's writing.
📊
Team analytics, team Reasoning Map
See which engagements used which Workflows, which questions bounced between Specialists, where the hard cases sit. Patterns you couldn't see before.
🧩
Custom Specialists for your practice
Configure a Specialist that thinks like your senior partner on GTM diagnostics, M&A commercial DD, or whatever your firm is known for. It scales your partner, it doesn't replace them.
Recommended Workflow
Debate Room
Devil's Advocate + Thesis Synthesizer + Quality Auditor deliberate → Moderator produces the final firm-standard memo.
3+
Seats per firm (min 3)
$399
Per seat / month (Team)
Consistent quality bar
Shared
Knowledge & Reasoning Maps
🔎 M&A & Due Diligence

For work where being wrong is expensive

M&A advisors, commercial DD leads, and investment analysts use Logos where a missed risk or an unchallenged assumption isn't a writing problem — it's a fiduciary one. Multi-Specialist deliberation is the difference between an opinion and a defensible thesis.

⚔️
Adversarial by construction
Devil's Advocate is not a toggle. Every high-stakes Workflow puts the thesis through structured challenge before it reaches your client — the way a good partner would.
Fact-checked against your documents
Upload the data room, the CIM, the management presentation. The Fact Checker cites against your actual sources — not the open web.
🗺️
A Reasoning Map you can defend
When the IC asks "how did you get here?", you have an artifact — not a memory. The Deliberation Stream makes it visible, step by step, Specialist by Specialist.
Recommended Workflow
Deep Analysis
Research Explorer → Devil's Advocate → Fact Checker → Thesis Synthesizer → Quality Auditor. Five passes, one defensible output.
5
Review passes per thesis
Live
Deliberation Stream
Private
Isolated per engagement
Auto
Quality gates enforced

See the reasoning.
Ship the answer.

Two features make the discipline feel native to advisory work. The Reasoning Map captures every deliberation as exportable evidence. The Deliberation Stream lets you watch the Specialists argue in real time — then hands you an answer you can defend.

Reasoning Map

Every deliberation, captured as evidence

The Reasoning Map is the artifact every engagement produces. Which Specialists were invoked, what each contributed, where challenges landed, which claims carry citations, how the final synthesis was reached — all preserved, all exportable, all reviewable.

  • Citations tracked per finding — hover any claim, see its source page
  • Export to PDF, Markdown, or Word — drop into your deliverable
  • White-label mode — your firm's brand, not ours
  • Shareable with clients as the "appendix" behind a recommendation
  • Audit trail per engagement — who contributed, when, what changed
LOGOS · REASONING MAP
Live
unit econ
retention
concentration
moat
CAC payback
47
Contributions
12
Citations
PASS
QA verdict
Deliberation Stream

Watch the Specialists argue — then synthesize

Open the Deliberation Stream during any engagement and you see the work happening in real time: which Specialist is contributing, what the Devil's Advocate is challenging, which claims the Fact Checker is verifying, why the Thesis Synthesizer landed on the final recommendation. Nothing is a black box.

  • Live Specialist activity — named, not anonymous
  • Devil's Advocate challenges inline, before the draft is delivered
  • Fact Checker flags unsupported claims as they appear
  • Every citation surfaced in the flow, not appended at the end
  • Quality Auditor passes or rejects — and explains the verdict
LOGOS · DELIBERATION
Deliberating
🔍
Step 01 · Done
Research Explorer
2.1s
⚔️
Step 02 · Done
Devil's Advocate
3.4s
🧩
Step 03 · Running
Thesis Synthesizer
🛡️
Step 04 · Pending
Quality Auditor

We're recruiting 10 Design Partners.

Senior advisors and boutique principals shaping Logos alongside the founder. 90-day commitment, weekly 30-minute calls, locked Founders' pricing ($149/month during the program, $349/month for life after), and a direct line into the roadmap.

Apply as Design Partner → Or email to be notified at GA

Case studies and testimonials from our Design Partners will live here once they're published — we'd rather invite you into the work than fabricate social proof.

Built for how
advisory work actually happens

Upload the deal documents. Track every citation. Export the reasoning. Share with the client under your own brand. The platform handles the machinery — you handle the judgment.

📄
Document Ingestion
Drop in CIMs, contracts, research reports, board decks — PDF, Word, plaintext. Specialists ground every claim in your documents, with page-level citations.
↳ for: red-flag reviews, DD, board memos
🔗
Citation Tracking
Every finding is tied back to its source — document, page, paragraph. Hover any claim to see where it came from. The Fact Checker refuses unsupported claims.
↳ for: defensible conclusions, client delivery
📤
Reasoning Map Export
One click exports the full deliberation — Specialist contributions, challenges, synthesis — to PDF, Markdown, or Word. Drop it into a deliverable or appendix.
↳ for: memos, IC packets, client reports
🏷️
White-label Sharing
Share a Reasoning Map with a client under your firm's brand. Your logo, your colors, no "Powered by Logos" — unless you want it there.
↳ for: client-facing deliverables
👥
Shared Workspaces
Firms running multiple engagements side by side: team members see each other's Reasoning Maps, cross-review drafts, and maintain shared Specialist presets per engagement.
↳ for: boutique firms, multi-analyst teams
📋
Audit Log
Every Specialist contribution, every export, every share timestamped and attributable. For regimes that need the trail — and for senior partners who want to trace decisions back.
↳ for: regulated workloads, senior review

Common questions

Everything an advisor usually asks before trying Logos on a real engagement.

ChatGPT, Claude and Notion AI are single-LLM assistants. You ask, one model answers — in one voice, from one angle. Logos is Structured Multi-Specialist Reasoning: eight Specialists with distinct cognitive roles (Research Explorer, Devil's Advocate, Fact Checker, Quality Auditor, Thesis Synthesizer and more) deliberate under adversarial critique before you see an answer. Different category, different price point, different use case — you keep ChatGPT for drafts, Logos for work that needs to be defensible.

No model training on your data — that's non-negotiable, and it's written into the Design Partner agreements. Every workspace is isolated: encrypted at rest and in transit, row-level security, separate storage per firm. Enterprise customers can scope additional deployment and data-residency terms into their contract.

Most advisors hit their first "aha" moment inside the first session — usually when the Devil's Advocate raises a point they hadn't considered or the Fact Checker catches an unsupported claim. Material time savings on first drafts (30–40% is typical in early access) start showing up within two or three engagements. Design Partners are onboarded directly onto a live deliverable with the founder on the call.

Yes. The eight standard Specialists ship with sensible defaults for advisory work. On Professional and Team plans you can adjust each Specialist's system prompt, reasoning style (cooperative, guided exploration, adversarial) and method (Chain-of-Thought, ReAct, Few-Shot). Team plans add up to three custom Specialist configurations — a "senior partner on GTM diagnostics," for example, that thinks the way your firm does.

The Reasoning Map is the artifact produced every time Specialists deliberate — a traceable record of which Specialists were invoked, what each contributed, where challenges landed, and how the final synthesis was reached. Yes, you can export it (PDF, Markdown, Word) and share it with a client when you want to show how a conclusion was reached. Many advisors use it as the "appendix" behind an executive recommendation.

Yes. Upload PDFs, Word, plaintext, or connect sources like Notion, Google Drive, or Slack (integrations rolling out through Q2). Specialists ground their answers in your documents first, with citations — the Fact Checker won't invent claims that aren't in your sources, and the Reasoning Map shows exactly where each quote came from.

Logos runs on a multi-model stack — Claude, GPT-4-class, Gemini, and open-source models — behind a dynamic router. Different Specialists can run on different models depending on the task (e.g., Claude for long-context synthesis, GPT-4o for fast routing). We never depend on a single supplier, and Enterprise customers can pin specific models per Specialist.

Three public tiers at GA: Starter $249/month (1 seat, essential Workflows), Professional $449/month (1 seat, all Specialists and Workflows including Debate Room, full Reasoning Map), Team $399/seat/month with a 3-seat minimum for boutique firms. Enterprise is custom. Annual billing saves roughly two months. Logos isn't open for self-serve signup yet — the two paths in are Design Partner (founding pricing: $149/month during the 6-month program, $349/month for life after) or emailing us to be notified at GA.

Start solo.
Scale to your firm.

Every plan includes the full Specialist library, document upload, and Reasoning Map. Annual billing saves about two months. Logos isn't open for self-serve signup yet — apply as a Design Partner for founding pricing, or email us to be notified at GA.

Starter
Starter
Try the discipline on a live client engagement.
$249 /month
1 seat · Billed monthly or annually
  • All 8 Specialists
  • Deep Analysis + Smart Routing Workflows
  • Knowledge base (document upload)
  • Reasoning Map (private)
  • 30-day conversation history
  • Email support
  • Multiple Perspectives Workflow
  • Debate Room Workflow
Get early access
Team
Team
Boutique firms, 3–10 principals.
$399 /seat/mo
Minimum 3 seats · Billed annually
  • Everything in Professional, plus:
  • Shared Workspaces per engagement
  • Team Reasoning Maps + cross-review
  • Shared Specialist presets + playbooks
  • Admin console + audit log
  • Dedicated onboarding session
  • Named support contact
Get early access
Enterprise
Enterprise
Larger advisory firms + regulated workloads.
Custom
Annual contract · Custom terms
  • Everything in Team, plus:
  • Custom Specialist development
  • Custom deployment & data-residency terms
  • Custom DPA & security review
  • Dedicated success manager
  • Custom SLA
  • Flexible commercial terms
Talk to founder

Advisor or boutique principal joining early? Design Partners pay $149/month during the 6-month program and $349/month for life after — apply here.

Ship your next deliverable
already peer-reviewed.

Logos isn't open for self-serve signup yet. Apply to the 10-seat Design Partner program to shape the product with the founder — or drop us a line to be notified at GA.

Design Partners pay $149/month during the 6-month program and $349/month for life after — founder reviews every application personally.