Athrive · Agentic AI platform

The agent platform
that ships to production.

Build, evaluate, and govern AI agents on infrastructure your security team already trusts. Go from prototype to production in days — with the audit trail, evals, and guardrails enterprises require.

SecurityEnterprise-grade controls
DeployCloud · VPC · On-prem
ModelsBring your own or ours
What we ship

Specialized stacks. One governance backbone.

Athrive is the AI layer for systems where the numbers matter — model-driven trading, mortgage decisioning, and the custom models your teams ship alongside them. Target a specific agent by ID, or let the router pick across the fleet — same primitives, same signed audit trail either way.

01 — Trade

Markets that move at machine speed.

Stock-market models and auto-trading systems with backtests, live signals, and risk gates that hold under volatility. Strategies trained on the full tape, deployed against the live order book — with replayable audit trails your compliance team can sign off on.

~50× faster signal-to-fill vs. legacy execution stacks (in our benchmarks)
02 — Underwrite

Mortgage decisions in seconds, not days.

Price, rate-shop, and pre-approve loans through a model trained on real production loan books. Borrowers see the best-fit rate against current market conditions — typically before a human touches the file.

< 30s quote → conditional approval, vs. hours on legacy LOS
03 — Build

Your models, your data, your VPC.

Custom AI models trained on your proprietary data and deployed inside your perimeter. Same evaluation harness, same governance, same observability as the trading and lending stacks above.

0 bytes of your training data leave your environment, ever
The console

Operate every agent from one window.

Build, evaluate, deploy, and monitor — without leaving Athrive. The console is the same surface your engineers, your product managers, and your compliance team all use, with the right view for each.

athrive.ai/console/agents
Workspace
Agents
Evals
Datasets
Tools
Policies
Observability
Traces
Costs
Audit log

Production agents

15 agents · 3 stacks · last sync 28s ago
+ New agent
Equity Signal Engine
Live signals across the index tape · trade stack
● Live
Mortgage Pricing Agent
Best-fit rates against the live market · underwrite stack
● Live
Loan Pre-Approval
Conditional approvals in < 30 seconds · underwrite stack
● Live
Custom Risk Model
Trained on your loan tape, deployed in your VPC · build stack
Staging
Backtest Replay
Tape-replay scoring for new strategies · trade stack
● Live
Security & compliance

Built for the teams your CISO trusts.

Athrive runs in your VPC, your region, and your compliance perimeter. Customer data is never used to train shared models. Every prompt, retrieval, and tool call is logged, signed, and replayable — so audit isn't a quarterly fire drill, it's a SQL query.

RUNTIMECloud, single-tenant VPC, or on-prem (air-gapped)
DATACustomer-managed keys (CMK), regional residency, zero training
IDENTITYSAML/OIDC SSO, SCIM, fine-grained RBAC + ABAC
NETWORKPrivate link, IP allowlists, mTLS, egress controls per agent
AUDITImmutable logs, full prompt/tool-call replay, SIEM export
SAFETYPolicy engine, PII redaction, jailbreak & prompt-injection guards
SOC2
SOC 2 aligned
Controls mapped to the SOC 2 Trust Services Criteria. Independent audit on our roadmap.
ISO
ISO 27001 aligned
ISMS modeled on ISO 27001 / 27701. Formal certification planned.
PHI
PHI-conscious design
Dedicated infra, encryption, and access controls suitable for sensitive health data on request.
PRIV
Privacy by design
Configurable EU/UK data residency. DPAs available on enterprise contracts.
Why teams switch

"We replaced four vendors and a six-month integration backlog with Athrive in eleven days. It's the first AI platform that feels like it was built by people who've actually shipped this in production."

— VP Engineering, fintech platform on Athrive since 2025
11d
Median time from pilot to first agent in production
94%
Reduction in eval and review cycles vs. in-house tooling
Throughput on multi-step workflows
0
Customer data ever used for model training

Build the agent you've been promising your board.

Start free, no credit card. Your first agent is in production this week.