A research lab.
We turn runtime research into practical architectures: execution layers, memory systems, sandboxes, tool protocols, observability, and evaluation.
- 8-layer runtime taxonomy
- reference architectures
- field notes from production
Solutions // lab · studio · delivery
Agent infrastructure, shaped for your industry.
Autogent ships agent infrastructure across three surfaces: a research lab, a product studio, and a delivery partner. The same systems thinking flows through all of them, then adapts to the constraints of each industry.
01 / Three surfaces
A product studio.
We build and operate agent products ourselves, so product decisions are tested against usage, latency, conversion, retention, and support load.
- research copilots
- workflow copilots
- document intelligence
- consumer agent products
A delivery partner.
We bring the same runtime patterns into partner environments: workshops, POCs, on-prem deployment, operator training, and handoff.
- regulated deployment
- air-gapped options
- runbooks and training
02 / Industry solutions
Runtime patterns become useful when they meet industry constraints.
01
Financial services
Agent systems for analysis, compliance, and operations where every action needs a boundary, an approval path, and an audit trail.
Outcomes
- shorter analyst cycles
- auditable document workflows
- fewer manual policy lookups
Agent patterns
- KYC review copilot
- credit memo drafter
- policy and controls assistant
- portfolio research agent
Delivery assets
- private retrieval
- approval gates
- immutable trace logs
- role-scoped tools
02
Healthcare & life sciences
Source-grounded agents for clinical operations, research workflows, and regulated document work without loose tool access.
Outcomes
- faster protocol search
- safer literature review
- structured handoff to reviewers
Agent patterns
- clinical ops assistant
- literature review agent
- coding support copilot
- regulated document reviewer
Delivery assets
- PHI-aware isolation
- citation surfaces
- review checkpoints
- private deployment
03
Legal & professional services
Document-heavy agents for matter intake, diligence, contract review, and research workflows that must stay reviewable.
Outcomes
- faster first-pass review
- cleaner matter intake
- traceable contract comparisons
Agent patterns
- diligence room assistant
- contract comparison agent
- precedent search copilot
- redline preparation workflow
Delivery assets
- permissioned retrieval
- document state memory
- citation graph
- review queue
04
Industrial & energy
Operational agents for field teams, maintenance workflows, incidents, and SOP-heavy environments where offline behavior matters.
Outcomes
- faster incident drafts
- less repeated SOP lookup
- better field knowledge capture
Agent patterns
- maintenance copilot
- incident report drafter
- SOP lookup assistant
- field-service knowledge agent
Delivery assets
- offline sync
- role-based tools
- operator runbooks
- rugged deployment model
05
Public sector
Conservative automation for agencies and public institutions that need on-prem control, records discipline, and human accountability.
Outcomes
- faster case triage
- consistent citizen-service drafts
- better internal knowledge access
Agent patterns
- case triage assistant
- policy search copilot
- procurement review workflow
- internal knowledge desk
Delivery assets
- on-prem runtime
- records retention
- audit exports
- human override
06
Education & media
High-volume agent products and internal copilots for learning, editorial research, archives, and content operations.
Outcomes
- personalized learning flows
- faster editorial research
- more reusable archive knowledge
Agent patterns
- tutoring agent
- editorial research copilot
- archive assistant
- content operations workflow
Delivery assets
- session memory
- safety filters
- usage analytics
- cost-aware scheduling
Engagement path
Workshop
Map the agent surface, users, data boundaries, tools, risk, and operating model.
Prototype
Build a thin slice with real tools, approvals, tracing, evaluation, and deployment constraints.
Production
Harden the runtime path: isolation, durability, observability, cost controls, and handoff.
Transfer
Leave the team with runbooks, architecture decisions, eval harnesses, and operator training.