Operating Dashboard
Executive Summary
iCog is the memory + cognition layer for all AI infrastructure — one engine, two surfaces. Developer (MCP / API / SDK) and consumer (i.cognitivx.io). Stripe playbook for AI cognition.
"$5K spend, 100+ paying consumers, 3+ developer integrations live, <$50 blended CAC, 80%+ M1 retention. Give us $500K and we'll scale both surfaces 30× — then go global."
Budget Allocation
Funnel Architecture
Each conversion target is sourced: [BENCHMARK] from comparable SaaS / AI tool data, [UNTESTED] = assumption requiring PoC validation. Drop below target on any stage → gate fails.
Sensitivity Analysis
| Scenario | LP→Signup | Free→Paid | Paid Users | CAC | Blended | Story |
|---|---|---|---|---|---|---|
| Bear | 15% | 5% | 11 | $455 | 35 @ $157 | Pivot positioning |
| Base | 25% | 12% | 36 | $139 | 120 @ $46 | Proceed to raise |
| Bull | 35% | 18% | 75 | $67 | 230 @ $24 | Raise at premium |
Channel Strategy
| Channel | ICP | Cost | Scale | Total |
|---|---|---|---|---|
| X / Twitter Ads | 5 | 4 | 4 | 17 |
| Founder DMs | 5 | 5 | 1 | 16 |
| Influencer seeding | 5 | 5 | 3 | 16 |
| Google Search | 4 | 3 | 5 | 16 |
| ProductHunt | 4 | 5 | 4 | 15 |
| YouTube long-form | 3 | 4 | 4 | 15 |
| TikTok | 2 | 3 | 5 | 14 |
| HackerNews | 4 | 5 | 3 | 13 |
| Instagram Reels | 2 | 3 | 4 | 13 |
| Reddit organic | 3 | 5 | 2 | 12 |
| 2 | 3 | 3 | 11 |
| Channel | Type | Budget | Activates | Saturation | Target Users | Kill Rule |
|---|---|---|---|---|---|---|
| Founder DMs | Manual | $0 | Wk 2 | 50/wk time-cap | 10–15 | Reply <20% → rewrite |
| iCog X account | Owned | $0 | Wk 2 | 2-3 posts/wk | 10–25 | <1% engagement → re-brief |
| Influencer seeding | Earned | $0 | Wk 3 | 10 creators/Q | 30–60 | Drop creators <0.3% |
| HackerNews · Reddit | Earned | $0 | Wk 3 | 3 posts/wk | 5–20 | Mod tolerance |
| Google Search Ads | Paid | $1,000 | Wk 5 | $2K/mo cap | ~10 | CPA >$200 after 14d |
| ProductHunt launch | Earned | $0 | Wk 6 | 1-shot | 15–40 | Rank >5 → re-launch |
| X / Twitter Ads | Paid | $3,000 | Wk 7 | $3K/mo cap | ~20 | CPL >$25 after 7d |
| Instagram Reels | Paid | $500 | Wk 8 | test only | ~5 | Cost/install >$40 |
| Earned media (podcasts) | Earned | $0 | Wk 9 | 1-2 placements | 15–30/hit | Re-pitch with PoC data |
Cohort Retention
Cheap CAC + bad retention = worse than expensive CAC + good retention. Per-channel retention determines which channels to scale post-PoC.
Pricing & Unit Economics
Financial Projections
Milestone Roadmap
90-Day Tactical Plan
Each tactic = a falsifiable hypothesis with a decision rule. Sequence matters more than spread — each phase de-risks the next.
Decision Gates
Competitive Positioning
| Competitor | Sells To | Funding | Our Wedge |
|---|---|---|---|
| Mem0 | Devs only | $24M | Cognition > storage · 15 tools vs 4 CRUD |
| Letta | AI builders only | $10M | MCP plug-in vs framework rewrite |
| Supermemory | Devs + thin consumer | $2.6M | Cognitive primitives vs store/retrieve |
| Obsidian | Consumers only | profitable | Auto, not manual · plus dev API |
| ChatGPT Memory | Consumers only | n/a | Cross-tool, not siloed |
| iCog | Devs + Consumers | PoC | Dual-surface · 5-pillar substrate |
Risk Register
| # | Risk | Indicator |
|---|---|---|
| 1 | CAC > $150 after paid | Wk 7 trend |
| 2 | Activation <40% | Wk 3 cohort |
| 3 | Frontier ships cross-tool memory | OpenAI/Anthropic notes |
| 4 | Free→Paid <8% | Wk 4 conv |
| 5 | Brand voice under-converts | Wk 5 CTR A/B |
| 6 | M1 retention <70% | Wk 8 cohort |
| 7 | GDPR / EU blocker | Compliance audit |
| 8 | ProductHunt rank >10 | Hunter count |
| 9 | DM scale ceiling | Wk 4 conv rate |
| 10 | Infra burn surprises | Daily cost alerts |
Asset Production
VC Narrative Arc
| Objection | Answer |
|---|---|
| "ChatGPT memory will eat you" | Cross-tool persistence is structurally impossible for 1st-party. We're not in their game. |
| "Mem0 already raised $24M" | They sell to devs. We sell to humans. Different category. |
| "Why won't users just use Notion?" | Manual capture vs automatic. Different cognitive load. |
| "How do you scale CAC?" | Show cohort data: organic compounds. Paid is the floor, not ceiling. |
| "What's the moat in 24mo?" | Cognitive lens accumulates per user. Switching cost = losing your theory-of-self. |
Open Questions
| # | Question | Owner | ETA |
|---|---|---|---|
| 1 | Cognitive Graph + Soleyman Layer · user-facing scope in Conscious | Parsa | Wk 1 |
| 2 | EU launch timing · depends on GDPR posture | Parsa | Wk 8 |
| 3 | Conscious tier features · token + capability list | Parsa | Wk 1 |
| 4 | Liora persona · iCog voice or separate brand asset? | Brand-guard | Wk 2 |
| 5 | B2B/API in VC pitch · signal or B2C-pure? | Parsa | Wk 10 |