The first CRM where AI is the engine, not an add-on. Photon captures your customer
conversations automatically, keeps every deal current without data entry, answers in plain
language with the receipts, and lets an approval-gated agent do the busywork — so your reps
spend their day selling, not feeding a database.
Ambient by defaultLightning-fastSecure by construction
Session · Acme IndustriesLive
What’s the latest on Acme — is the renewal at risk?
The $128,400 renewal closes Mar 31. It slipped to at risk six days ago: your champion went quiet after the Feb 12 pricing call thread #4192, and Procurement raised a term-length objection mtg 02/12. Two commitments are still open 3 records.
42
Deal health · falling
Awaiting your approval
Re-engage Dana Whitfield with a 2-year option priced from the catalog, and hold Thursday 10:00 for a blocker call with Procurement.
ApproveEditWhy this?
✓ Grounded in 41 records · every figure links to its source · nothing sent without you
7 conversations captured today — no logging
Illustrative session · sample data
Ambient by defaultEmail, calendar, meetings, chat & docs flow in on their own
Lightning-fastPrecomputed answers; repeat questions are effectively free
Secure by constructionTenant isolation and the money boundary are architectural
The problem with “CRM + AI”
Your CRM is a filing cabinet that bills you for the privilege of filing
Traditional CRM
A system of forms
Salesforce, Zoho, HubSpot and the rest were built as systems of forms. Reps log activity by
hand, so the data is stale the moment they get busy — and forecasts, reports and “AI
insights” are only as good as that decaying data.
Their AI is a bolt-on: a copilot panel stapled onto a forms database that can hallucinate,
can’t show its work, and can’t safely act. You pay for seats, then pay again in the
hours reps lose to admin.
Photon inverts the model
The AI is the CRM
There is one agent runtime. Every capability — forecasting, CPQ, territory, deal rooms — is a
typed, governed tool over an event-sourced core, not a screen.
A human and the agent use the identical tool, under one permission model and one human
approval gate. The result is a CRM that updates itself, explains itself, and proves
itself.
Traditional CRM compared with Photon AI CRM
Capability
Traditional CRM
Photon AI CRM
Data entry
Manual logging; data goes stale
Ambient capture — email, calendar, meetings, chat & docs flow in automatically. No more stale data.
AI
Bolt-on copilot, hallucinates
AI is the spine. Every feature is an agent tool; answers are grounded with drill-to-source.
Answers
“Looks plausible”
Never invents a number. The agent narrates; figures come only from your records, and every claim links to its source.
Forms
Endless fields
No forms. Say or type it (“start a renewal with Acme, ~$120k”) → a confirm card → done.
Deals stay current
Only if reps remember
Self-updating — the agent detects signals (going dark, pricing pushback) and proposes the next best action.
Trust to act
Risky automation, or none
Human-gated autonomy — the agent drafts and prepares; a person approves; everything is reversible & audited.
Consistency
Same question, different answer
Deterministic — the same question over the same data returns the same answer, every time.
Security
Add-on, configurable
Fail-closed by construction — tenant isolation, RBAC and a money boundary are architectural, not settings.
Four ways Photon is fundamentally different
Not a copilot bolted to a database. A different machine.
01
AI is the central spine, not a layer
Photon is an agent operating system that exposes CRM capabilities. One runtime, one
tool registry, one trust boundary, one generative UI.
No feature has a code path that bypasses the governed tools — so AI isn’t a feature you
toggle, it’s how the whole product works.
02
No more stale data — the CRM updates itself
Conversations are captured ambiently and turned into a unified customer memory —
concerns, commitments and action items, all source-linked.
Deals advance on real signals, not reminders. Reps stop being data-entry clerks and go back to
selling.
03
Ask anything in plain language — and trust the answer
“What’s the latest on Acme?” “List every at-risk renewal.”
“What’s my pipeline by stage?”
Photon answers from your actual records — grounded, cited and exact (real lists and
totals, not a sampled guess) — and says “I don’t know” rather than making
things up.
04
Autonomy you can trust
Long-lived agents watch each deal and wake only when something matters — cheap signal gates
keep the cost down. They propose: re-engage a stalled deal, prepare a 2-year quote,
book a blocker call.
A human approves. Money never moves autonomously. Every step is logged and
reproducible.
Everything Photon does today
A complete CRM — expressed as governed agent tools
Every item below is a typed tool on the same runtime, available to your team and to the agent
under one permission model.
Ambient capture & unified memory
Mailbox, calendar, meetings, chat and document ingestion, with automatic attribution to
the right account and deal. Concerns and action items are extracted with full provenance, so
the customer’s story is always current — and always traceable back to what was actually
said.
Conversational intelligence
Grounded natural-language Q&A with inline sources, exact structured and aggregate
queries (list / total / by stage), and no-forms conversational record creation.
Voice
Hands-free query, capture and quoting for the field, with spoken confirmations — the same
tools, driven by speech.
Records, pipeline & 360°
Accounts, opportunities and a stage pipeline with roll-ups, a synthesized account/deal
timeline, and an identity graph of contacts and typed handles across every channel.
Explainable predictions
Deal Health with its contributing factors, plus an evidence-bearing Next-Best-Action.
No score without a reason you can inspect.
Autonomous deal agent
Signal detection and draft re-engagement, an approval queue with edit-as-training,
configurable autonomy ceilings, and full agent-activity transparency. The agent prepares the
work; a person decides. Every decision it makes leaves a trace you can replay.
Forecasting & territory
Learned win-probability with confidence bands, quota attainment and pacing, hierarchical
roll-ups, and territory/ownership management.
CPQ & deal rooms
A rule-guarded catalog with deterministic pricing — the AI never computes money —
e-sign-ready quotes, grounded proposals, and buyer Deal Rooms that double as engagement
sensors.
Capture everywhere
Ad-hoc document upload with auto-association, chat-moment extraction, and universal
bulk import/export — CSV, MBOX and PST replayed as history — with verifiable export.
Agentic sessions
A session shell built like a coding agent: New Session, recent and pinned history, full thread
resume, and device transfer — start on the web, continue on your phone or by voice.
Dashboards
Pin any answer as a live, always-fresh artifact that drills back to its sources. If the
number changes, the tile changes.
Governance & admin
IAM with SSO sign-in, role- and tier-based entitlements, an admin console, agent and cost
governance, an audit log with rollback, and self-service data rights.
One experience everywhere
Web == mobile == voice, over shared view-models, on a token-driven,
accessibility-first design system.
Built for speed
Engineered to feel instant
Photon turns “thinking” into a read instead of a recompute. Repeat questions are
effectively free, and idle agents cost almost nothing.
Two-speed
Never blocked
Interactive turns run on a local-first fast path with latency-critical edges in Go; long-running agent work happens asynchronously and never blocks you.
Determinism cache
Answered once
Answers are keyed on (tenant, intent, data-version) and hits return verbatim — the same question over the same data, instantly.
Precomputed
Read, don't recompute
A materialized relationship graph, a feature store for health and forecast inputs, vector indexes, and a per-tenant agent working-set.
Signal gates
Cheap to keep watching
Long-lived deal agents sleep behind inexpensive signal gates and wake only when something actually matters.
Secure by construction
Security isn’t a configuration page. It’s the architecture.
Absolute tenant isolation — fail-closed
Every surface — data, agent memory, sessions, the audit trace, cached answers — is
tenant-scoped at the database (row-level security) and at the authorization layer
(OpenFGA RBAC), behind a single authenticated gateway. One tenant can never see another’s
data or its existence; a cross-tenant leak is treated as the catastrophic failure and
red-teamed continuously.
A hardened trust boundary
Inbound email, chat and docs are quarantined; the agent never acts on raw untrusted text.
Outputs are grammar-constrained so invalid output is unrepresentable, data flow is
taint-labeled, and approvals are content-bound — you can’t swap the message after
it’s approved.
A tighter money boundary
Billing and payments live in a separate context with deterministic rails. The agent may
prepare but never autonomously moves money — every charge crosses a human gate.
Real sign-in & lifecycle
OIDC SSO with Google and Microsoft, httpOnly sessions through the gateway, short-lived tokens
with revocation, deprovision-blocks-re-auth, per-tenant secret sealing and crypto-shred
erasure.
Provably reproducible
Because the system is event-sourced and deterministic, every agent decision persists a trace
you can replay and explain — the receipts behind every number.
The bottom line
Stop feeding the CRM. Start closing.
Traditional CRMs make your team work for the database. Photon works for your team — capturing the
conversation, keeping deals current, answering with proof, and doing the busywork under your
approval. Faster because it precomputes, safer because isolation and the money boundary are built
in, and smarter because AI is the engine, not the add-on.