For Your Product

Your product stores the data.
Amodal makes it think.

Embed AI directly into your product with an agent runtime built for real applications, not standalone tools.

Amodal gives you a conversational AI agent that drops into your product, connects to your systems, and helps users take action inside the workflows they already use.

Book a Demo

Built for products, not prototypes

Everything product teams need to ship AI to customers.

White-label everything

The chat widget lives inside your product under your brand. Your logo, your colors, your system prompt. Customers never see Amodal. Host it yourself or use our managed cloud.

LogoColorsDomainSystem prompt
PP
PropertyPro
AI Assistant
3 properties have overdue maintenance. Highest priority: 142 Oak St.
Create work orders
LD
LegalDesk
AI Assistant
This contract has 2 deviations from standard terms. Section 4.2 limits liability.
Show flagged clauses
Tenant OverviewThis month
TenantSessionsCostStatus
Acme Corp1,247 sessions$48.20active
Globex Inc892 sessions$33.10active
Initech2,104 sessions$78.60active
Wayne Ent456 sessions$17.40trial
4 tenants $177.30total

Multi-tenant isolation

Each of your customers gets isolated knowledge, credentials, and baselines. One deployment serves all of them. Data never crosses. Per-tenant cost tracking and session metering built in.

Production guardrails

Reads are automatic. Writes require confirmation with full context. Bulk writes get itemized review. Rate limits per user per tool. Max tool calls and timeout on every session. Full audit trail.

Confirm Actions
Isolate WORKSTATION-47 via CrowdStrike
Suspend jmorgan in Okta (3 sessions)
Create PagerDuty P1 incident
Confirm All
Audit: session-9921 · incident-response · 3 writes
Rate limit: 5/hr remaining
Admin Chat
Add a skill that checks lease compliance for maintenance SLAs
Created skills/lease-compliance.md
Connected to: work-orders, lease-db
Knowledge: maintenance-sla-rules
Evals: 8/8 passing
Ready to deploy.

Ship without engineers

Domain experts describe what they need. The admin UI agent creates skills, connects systems, and configures automations. New capabilities ship without touching code. The git repo updates automatically.

Model Arena

Run the same eval suite across models. See cost vs quality vs latency per skill. Switch with one click. Opus for complex reasoning, Haiku for routine triage. Same agent, different models per skill.

Model Arena · maintenance-triage
ModelQualityCost/runLatency
Sonnet active94%$0.0082.1s✓
GPT-4o 91%$0.0122.8s
Haiku 87%$0.0010.9s
⚠ Haiku scores within 7% at 1/8th the cost. Switch for routine triage?
eval results
maintenance-triage14/14 passed ✓
lease-compliance11/12 passed ✓
tenant-screening8/10 ⚠ below threshold
Deploy blocked. tenant-screening needs review.

Evals gate every deploy

Every deploy runs your eval suite. Skills that regress don't reach production. Your customers never see a broken skill. PRs show pass rates so you catch issues before merge.

See what your customers ask

Full session replay for every conversation. See what users ask, which skills fire, what actions are taken, and where the agent struggles. Query patterns surface use cases you haven't built yet.

4,699
Sessions
94%
Resolved
$177
Cost
Top Queries
overdue maintenance247x+18%
lease renewal status189x+5%
vendor contact info134xnew
Skill suggestion
Users ask about vendor payment schedules 134x/week. No skill covers this. Create one?
Create
Dismiss
Knowledge proposal
142 Oak St HVAC vendor always reschedules Mondays. Suggest Tue-Fri.
Source: 12 sessions over 3 months
Cost optimization
maintenance-triage runs on Sonnet but Haiku scores within 3%. Switch to save $12/mo per tenant.

The system tells you what to build next

Skill suggestions from query patterns. Knowledge updates from what the agent learns. Cost optimizations from model comparisons. After 50 sessions, it knows your customers' real patterns. After 500, it's telling you what features to ship.

Any product that needs reasoning

If your users ask questions your product can't answer today, that's where the agent lives.

Property Management

“Which units have overdue maintenance requests?”

The agent reads across work order systems, lease databases, and vendor schedules. Returns a prioritized list with recommended actions and SLA deadlines.

1.
Query work orders — Filter overdue items, group by property and severity
2.
Check lease terms — Cross-reference maintenance SLA obligations per unit
3.
Prioritize — Rank by severity, tenant impact, and SLA deadline
4.
Act — Create work orders, email property managers, update maintenance tracker
PP
PropertyPro · AI Assistant
Found 3 overdue maintenance requests:
High
142 Oak St, 4B
HVAC replacement — 12 days
Med
89 Pine Ave, 200
Elevator inspection — 5 days
Low
301 Maple Dr, 1A
Parking resealing — 2 days
Create work orders
Email managers
Fintech

“Why was this transaction flagged?”

The agent traces the transaction through your processing pipeline, applies risk models, cross-references known patterns, and produces an auditable explanation chain.

1.
Trace transaction — Follow through payment processor, fraud engine, and ledger
2.
Apply risk models — Check velocity limits, geographic rules, amount thresholds
3.
Cross-reference — Compare against known fraud patterns and false positive history
4.
Explain — Generate auditable explanation with evidence chain and confidence score
Transaction Analysis · TXN-8847
Evidence chain:
1Velocity: 4 transactions in 12 min0.72
2Geolocation: TX → NY in 8 min0.85
3Amount: $4,200 (3.1x avg)0.61
4Device: new fingerprint0.44
Composite risk score0.89
Recommendation: Hold for manual review

Pricing scales with your customers.

Per-tenant usage-based pricing. No per-seat fees. White-label included on all plans.

Every product team is different. We'll work with you on volume pricing, self-hosted options, and custom SLAs.

Let's Talk