One Brain. Six layers. One platform.
Brain reasons at the core. Around it sit five concentric layers: memory that compounds, a context engine that normalises any source, the specialist agents, the governance gates, and the activation channels. The whole system runs on the ProAlto Platform.
Any source, normalized into one shape.
Calls, tickets, deal notes, market reports, internal docs. Every signal mapped into a canonical schema before any agent reads it. Aliases resolved. Synonyms unified. Taxonomy applied.
→ Your team stops spending Mondays gathering context.Source connectors+
Pre-built ingestion for the tools your team already runs.
Native connectors for the common sources: customer voice, sales motion, product usage, competitive feeds. Custom connectors for anything else via API or webhook.
→ Days, not quarters, to onboard a new source.Canonical schema+
One unified shape for every signal.
A ticket, a call, a deal note, a market report: all reshaped into the same structured form before any agent reads them. No reconciling formats downstream.
→ Every agent reads the same shape, every cycle.Entity aliases+
"Stripe" in CRM = "Stripe" in Gong = "Stripe" in Zendesk.
The same customer, competitor, or product is identified consistently across every source, regardless of how each tool spells it. Resolved before any agent runs.
→ A signal about one customer doesn't get split into three.Concept synonyms+
"Churn" = "attrition" = "downgrade" = "won't renew."
Cross-system terminology mapped to the underlying concept. Agents see the meaning, not the wording.
→ Three teams describing the same problem don't get counted as three different problems.Tag taxonomy+
Five domain trees that classify every signal.
Competitive, customer pain, market, sales, product. Every signal classified, ranked, and routed to the agents that need it.
→ The right specialist sees the right signal, automatically.Specialists that each own one domain.
A network of purpose-built domain agents. Each runs its own rubric, reads its own sources, applies its own validation. They don't compete; they cover.
→ The work a single PM would never have time to do alone.Market Intel+
Reads the macro shifts your team won't catch in time.
Funding rounds, regulatory moves, category re-shaping, analyst commentary. The signals that change the rules of your game.
→ Know what's moving in your category before sales asks why a deal got harder.Competitor Intel+
Tracks every move, named and unnamed.
Launches, pricing changes, positioning shifts, hiring patterns, product changelogs. The rivals you've called out and the adjacent ones quietly entering.
→ Never get blindsided by a competitor your team hadn't been watching.Voice of Customer+
Hears every complaint and tells you which ones matter.
Tickets, calls, reviews, NPS: all consolidated into themes ranked by revenue impact and severity. Not by who shouted the loudest in last week's review.
→ Customer pain prioritized by what it actually costs the business.Sales Intel+
Connects sales reality back to product reality.
Lost deals, stalled deals, new objections, deal-shape changes. Sales conversations turned into product gaps a PM can act on.
→ The sales-product feedback loop, automated.Product Intel+
Watches the usage your team built. And the usage it didn't.
Adoption, friction, drop-off, cohort behavior. The features quietly carrying the product, and the ones that shipped without landing.
→ Your roadmap measured against what the product actually does.Roadmap Prioritization+
Prioritizes bets by evidence, not by the loudest stakeholder.
Cross-references every other agent's findings against your existing roadmap. Ranks new signals worth adding, flags bets now under-supported by the data, and surfaces which deserve more weight this cycle.
→ Walk into every quarterly review with the roadmap defended on evidence.Execution+
Tracks delivery health without the status-update theater.
Slipped commitments, blocked workstreams, dependencies about to bite. Operational health every cycle, without your team writing one more weekly update.
→ Operational truth, surfaced before it becomes a fire.Stakeholder Communication+
Tailors the evidence chain to the audience that needs it.
Board memos, exec updates, cross-functional briefings, customer-facing changelogs. Same signals, same evidence, reshaped for the room each one will be read in. Your team stops re-writing the same story five different ways.
→ Every stakeholder reads the version that fits how they make decisions.Every output reviewed before it reaches your team.
Two gates check every signal, every brief, every recommendation. Quality validates evidence and citations. Safety validates accuracy and scope. Nothing ships without passing both.
→ Intelligence you can act on, not output you have to verify.Quality Gate+
No claim shipped without a source.
Every output checked for evidence and citations. Uncited generations caught at the gate. Validates that every recommendation is traceable to the primary signals behind it.
→ Decisions backed by evidence, every time.Safety Gate+
Hallucinations and out-of-scope answers caught here.
Validates accuracy and scope. Catches model errors and boundary violations before they reach your team. Every output stays within the rubric your team has approved.
→ Nothing reaches your team that shouldn't.Decisions compound. Switching means starting from zero.
Every signal flagged, every decision your team made, every outcome that followed: logged, applied, and tuned to your team's judgement over time.
→ Week 26 sounds different from week 2.Decision log+
Every brief, every recommendation, every flagged signal.
Persistent and queryable. The system's memory of what was surfaced, what was acted on, and what was set aside.
→ A complete audit trail for every strategic decision your team made.Methodology learning+
The system observes what your team values.
Over time, prioritization tunes to your judgement. Signals your team consistently weights heavier are surfaced earlier. Patterns your team consistently dismisses are deprioritized.
→ The system gets sharper for your team, not the average team.Outcome tracking+
Every decision linked to its outcome.
Did the call work? The next cycle starts with that answer in context. Decisions that produced results get reinforced; ones that didn't get re-examined.
→ The system learns which kinds of bets pay off for your team.Corrections file+
When your team disagrees, the system listens.
Every correction your team makes (a recommendation rejected, a priority overridden, a signal flagged as wrong) is logged and applied to future runs.
→ The system stops making the same mistake twice.Where your team already works.
Brain is headless by default. Outputs land in Slack, your API, or your own branded app, whichever your team already opens.
→ No new tool to open. No new login.Slack bot+
A native bot that lives in your workspace.
Daily briefs, ad-hoc questions, agent triggers, threaded conversations. Remembers context across the channel.
→ Brain in the surface your team already opens 50 times a day.API & MCP+
Plug Brain into anything your team runs.
REST API, webhooks, MCP-compliant endpoints. Pull intelligence on demand, push it on a schedule, or embed agent calls inside your own workflows.
→ Brain becomes part of your stack, not a separate destination.Branded web app+
Your own customer-owned interface on top of Brain.
Workflows, views, layouts you fully customize. The intelligence is ours; the UI is yours.
→ Your customers see your brand, your logic, your experience.Enterprise infrastructure under the hood.
Multi-tenant by design. MCP-ready for your stack. Observable for your ops team. Auditable for your security team. Token-efficient so cost stays predictable as scale grows.
→ Your security team won't have questions you can't answer.Multi-tenant+
Strict tenant isolation by design.
Your data never crosses customer boundaries. Per-tenant models, per-tenant memory, per-tenant audit logs. Architected for enterprise privacy from day one.
→ Your data, your context, your insights. Never leaked to anyone else.MCP-ready+
Native support for the Model Context Protocol.
Brain integrates with any MCP-compliant tool: Claude desktop, internal copilots, partner systems. Speaks the standard the AI ecosystem is converging on.
→ Future-proof integration with the AI tools your team adopts next.Observable+
Every signal, every output, every action traceable.
Logs, traces, metrics surfaced for your ops team. You see what the system saw, what it did, and how long it took.
→ Your ops team can debug anything, not just trust it.Auditable+
Every decision logged with its evidence chain.
Your security and compliance teams can trace any output back to the primary signals behind it. Full lineage, every time.
→ Audits and security reviews stop being a quarterly fire drill.Token-efficient+
Runs lean. Runs long.
Smart caching, model routing, and context windowing keep cost predictable as scale grows. Built to operate continuously without burning your AI budget.
→ Continuous intelligence at predictable cost.Convergent signals. One prioritised brief.
Specialist agents continuously surface signals across your stack. Brain cross-references them, ranks by impact, and ships one prioritised brief every cycle. Every recommendation cites its sources.
3 signals worth acting on.
Headless by default.
Brain runs in the surfaces your team already opens. Slack for daily moments. API for systems that need to react. Your own branded app when you want a customer-owned interface.
Impact: 3 enterprise contracts at risk · ~$340K ARR exposure
View full evidence chain →